[{"date_updated":"2025-06-25T13:08:30Z","year":"2024","article_number":"173","user_id":"83781","external_id":{"isi":["001365861900001"]},"date_created":"2024-12-08T18:51:13Z","main_file_link":[{"url":"https://doi.org/10.1007/s10584-024-03830-2","open_access":"1"}],"language":[{"iso":"eng"}],"place":"Dordrecht [u.a.] ","author":[{"last_name":"La Fuente","full_name":"La Fuente, Sofia","first_name":"Sofia"},{"first_name":"Eleanor","last_name":"Jennings","full_name":"Jennings, Eleanor"},{"first_name":"John D.","last_name":"Lenters","full_name":"Lenters, John D."},{"first_name":"Piet","full_name":"Verburg, Piet","last_name":"Verburg"},{"first_name":"Georgiy","last_name":"Kirillin","full_name":"Kirillin, Georgiy"},{"id":"86424","full_name":"Shatwell, Tom","last_name":"Shatwell","first_name":"Tom","orcid":"0000-0002-4520-7916"},{"first_name":"Raoul-Marie","last_name":"Couture","full_name":"Couture, Raoul-Marie"},{"full_name":"Côté, Marianne","last_name":"Côté","first_name":"Marianne"},{"first_name":"C. Love Råman","full_name":"Vinnå, C. Love Råman","last_name":"Vinnå"},{"last_name":"Woolway","full_name":"Woolway, R. Iestyn","first_name":"R. Iestyn"}],"status":"public","type":"scientific_journal_article","_id":"12207","volume":177,"abstract":[{"lang":"eng","text":"Lakes represent a vital source of freshwater, accounting for 87% of the Earth’s accessible surface freshwater resources and providing a range of ecosystem services, including water for human consumption. As climate change continues to unfold, understanding the potential evaporative water losses from lakes becomes crucial for effective water management strategies. Here we investigate the impacts of climate change on the evaporation rates of 23 European lakes and reservoirs of varying size during the warm season (July–September). To assess the evaporation trends, we employ a 12-member ensemble of model projections, utilizing three one-dimensional process-based lake models. These lake models were driven by bias-corrected climate simulations from four General Circulation Models (GCMs), considering both a historical (1970–2005) and future (2006–2099) period. Our findings reveal a consistent projection of increased warm-season evaporation across all lakes this century, though the magnitude varies depending on specific factors. By the end of this century (2070–2099), we estimate a 21%, 30% and 42% average increase in evaporation rates in the studied European lakes under RCP (Representative Concentration Pathway) 2.6, 6.0 and 8.5, respectively. Moreover, future projections of the relationship between precipitation (P) and evaporation (E) in the studied lakes, suggest that P-E will decrease this century, likely leading to a deficit in the availability of surface water. The projected increases in evaporation rates underscore the significance of adapting strategic management approaches for European lakes to cope with the far-reaching consequences of climate change."}],"keyword":["Multi-model","Water availability","Europe","Ensemble","Lake evaporation","Latent heat flux"],"isi":"1","publication":"Climatic Change","doi":"10.1007/s10584-024-03830-2","issue":"12","publication_identifier":{"issn":["0165-0009"],"eissn":["1573-1480"]},"publication_status":"published","title":"Increasing warm-season evaporation rates across European lakes under climate change","department":[{"_id":"DEP8022"}],"intvolume":" 177","quality_controlled":"1","publisher":"Springer","citation":{"chicago-de":"La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå und R. Iestyn Woolway. 2024. Increasing warm-season evaporation rates across European lakes under climate change. Climatic Change 177, Nr. 12. doi:10.1007/s10584-024-03830-2, .","bjps":"La Fuente S et al. (2024) Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change. Climatic Change 177.","short":"S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell, R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Climatic Change 177 (2024).","chicago":"La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå, and R. Iestyn Woolway. “Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change.” Climatic Change 177, no. 12 (2024). https://doi.org/10.1007/s10584-024-03830-2.","mla":"La Fuente, Sofia, et al. “Increasing Warm-Season Evaporation Rates across European Lakes under Climate Change.” Climatic Change, vol. 177, no. 12, 173, 2024, https://doi.org/10.1007/s10584-024-03830-2.","din1505-2-1":"La Fuente, Sofia ; Jennings, Eleanor ; Lenters, John D. ; Verburg, Piet ; Kirillin, Georgiy ; Shatwell, Tom ; Couture, Raoul-Marie ; Côté, Marianne ; u. a.: Increasing warm-season evaporation rates across European lakes under climate change. In: Climatic Change Bd. 177. Dordrecht [u.a.] , Springer (2024), Nr. 12","van":"La Fuente S, Jennings E, Lenters JD, Verburg P, Kirillin G, Shatwell T, et al. Increasing warm-season evaporation rates across European lakes under climate change. Climatic Change. 2024;177(12).","ieee":"S. La Fuente et al., “Increasing warm-season evaporation rates across European lakes under climate change,” Climatic Change, vol. 177, no. 12, Art. no. 173, 2024, doi: 10.1007/s10584-024-03830-2.","havard":"S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell, R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Increasing warm-season evaporation rates across European lakes under climate change, Climatic Change. 177 (2024).","ufg":"La Fuente, Sofia u. a.: Increasing warm-season evaporation rates across European lakes under climate change, in: Climatic Change 177 (2024), H. 12.","ama":"La Fuente S, Jennings E, Lenters JD, et al. Increasing warm-season evaporation rates across European lakes under climate change. Climatic Change. 2024;177(12). doi:10.1007/s10584-024-03830-2","apa":"La Fuente, S., Jennings, E., Lenters, J. D., Verburg, P., Kirillin, G., Shatwell, T., Couture, R.-M., Côté, M., Vinnå, C. L. R., & Woolway, R. I. (2024). Increasing warm-season evaporation rates across European lakes under climate change. Climatic Change, 177(12), Article 173. https://doi.org/10.1007/s10584-024-03830-2"},"oa":"1"},{"_id":"12855","type":"scientific_journal_article","volume":60,"abstract":[{"lang":"eng","text":"Global warming is shifting the thermal dynamics of lakes, with resulting climatic variability heavily affecting their mixing dynamics. We present a dual ensemble workflow coupling climate models with lake models. We used a large set of simulations across multiple domains, multi‐scenario, and multi GCM‐ RCM combinations from CORDEX data. We forced a set of multiple hydrodynamic lake models by these multiple climate simulations to explore climate change impacts on lakes. We also quantified the contributions from the different models to the overall uncertainty. We employed this workflow to investigate the effects of climate change on Lake Sevan (Armenia). We predicted for the end of the 21st century, under RCP 8.5, a sharp increase in surface temperature and substantial bottom warming , longer stratification periods (+55 days) and disappearance of ice cover leading to a shift in mixing regime. Increased insufficient cooling during warmer winters points to the vulnerability of Lake Sevan to climate change. Our workflow leverages the strengths of multiple models at several levels of the model chain to provide a more robust projection and at the same time a better uncertainty estimate that accounts for the contributions of the different model levels to overall uncertainty. Although for specific variables, for example, summer bottom temperature, single lake models may perform better, the full ensemble provides a robust estimate of thermal dynamics that has a high transferability so that our workflow can be a blueprint for climate impact studies in other systems."}],"pmid":"1","place":"New York, NY","author":[{"first_name":"Muhammed","last_name":"Shikhani","full_name":"Shikhani, Muhammed"},{"full_name":"Feldbauer, Johannes","last_name":"Feldbauer","first_name":"Johannes"},{"first_name":"Robert","full_name":"Ladwig, Robert","last_name":"Ladwig"},{"last_name":"Mercado‐Bettín","full_name":"Mercado‐Bettín, Daniel","first_name":"Daniel"},{"full_name":"Moore, Tadhg N.","last_name":"Moore","first_name":"Tadhg N."},{"first_name":"Artur","full_name":"Gevorgyan, Artur","last_name":"Gevorgyan"},{"last_name":"Misakyan","full_name":"Misakyan, Amalya","first_name":"Amalya"},{"full_name":"Mi, Chenxi","last_name":"Mi","first_name":"Chenxi"},{"first_name":"Martin","full_name":"Schultze, Martin","last_name":"Schultze"},{"full_name":"Boehrer, Bertram","last_name":"Boehrer","first_name":"Bertram"},{"last_name":"Shatwell","full_name":"Shatwell, Tom","id":"86424","orcid":"0000-0002-4520-7916","first_name":"Tom"},{"full_name":"Barfus, Klemens","last_name":"Barfus","first_name":"Klemens"},{"full_name":"Rinke, Karsten","last_name":"Rinke","first_name":"Karsten"}],"status":"public","date_created":"2025-04-24T06:41:06Z","external_id":{"isi":["001370328800001"],"pmid":["39582854"]},"language":[{"iso":"eng"}],"date_updated":"2025-06-25T13:09:00Z","year":"2024","user_id":"83781","citation":{"ieee":"M. Shikhani et al., “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan,” Water resources research : an AGU journal, vol. 60, no. 11, 2024, doi: 10.1029/2023wr036511.","van":"Shikhani M, Feldbauer J, Ladwig R, Mercado‐Bettín D, Moore TN, Gevorgyan A, et al. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources research : an AGU journal. 2024;60(11).","havard":"M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A. Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus, K. Rinke, Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan, Water Resources Research : An AGU Journal. 60 (2024).","ufg":"Shikhani, Muhammed u. a.: Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan, in: Water resources research : an AGU journal 60 (2024), H. 11.","ama":"Shikhani M, Feldbauer J, Ladwig R, et al. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources research : an AGU journal. 2024;60(11). doi:10.1029/2023wr036511","apa":"Shikhani, M., Feldbauer, J., Ladwig, R., Mercado‐Bettín, D., Moore, T. N., Gevorgyan, A., Misakyan, A., Mi, C., Schultze, M., Boehrer, B., Shatwell, T., Barfus, K., & Rinke, K. (2024). Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water Resources Research : An AGU Journal, 60(11). https://doi.org/10.1029/2023wr036511","chicago-de":"Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín, Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, u. a. 2024. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources research : an AGU journal 60, Nr. 11. doi:10.1029/2023wr036511, .","bjps":"Shikhani M et al. (2024) Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources research : an AGU journal 60.","mla":"Shikhani, Muhammed, et al. “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan.” Water Resources Research : An AGU Journal, vol. 60, no. 11, 2024, https://doi.org/10.1029/2023wr036511.","short":"M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A. Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus, K. Rinke, Water Resources Research : An AGU Journal 60 (2024).","chicago":"Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín, Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, et al. “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan.” Water Resources Research : An AGU Journal 60, no. 11 (2024). https://doi.org/10.1029/2023wr036511.","din1505-2-1":"Shikhani, Muhammed ; Feldbauer, Johannes ; Ladwig, Robert ; Mercado‐Bettín, Daniel ; Moore, Tadhg N. ; Gevorgyan, Artur ; Misakyan, Amalya ; Mi, Chenxi ; u. a.: Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. In: Water resources research : an AGU journal Bd. 60. New York, NY, American Geophysical Union (AGU) (2024), Nr. 11"},"quality_controlled":"1","publisher":"American Geophysical Union (AGU)","intvolume":" 60","publication":"Water resources research : an AGU journal","isi":"1","publication_status":"published","publication_identifier":{"issn":["0043-1397"],"eissn":["1944-7973"]},"title":"Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan","department":[{"_id":"DEP8000"},{"_id":"DEP8022"}],"doi":"10.1029/2023wr036511","issue":"11","keyword":["multi model ensemble (MME)","CORDEX","LakeEnsemblR","lake modeling","climate change impacts","variance decomposition"]},{"intvolume":" 20","publisher":"MDPI","quality_controlled":"1","citation":{"van":"Wunderlich P, Wiegräbe F, Dörksen H. Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2023;20(2).","ieee":"P. Wunderlich, F. Wiegräbe, and H. Dörksen, “Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance,” INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 20, no. 2, Art. no. 1215, 2023, doi: 10.3390/ijerph20021215.","apa":"Wunderlich, P., Wiegräbe, F., & Dörksen, H. (2023). Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 20(2), Article 1215. https://doi.org/10.3390/ijerph20021215","ama":"Wunderlich P, Wiegräbe F, Dörksen H. Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2023;20(2). doi:10.3390/ijerph20021215","ufg":"Wunderlich, Paul/Wiegräbe, Frauke/Dörksen, Helene: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance, in: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20 (2023), H. 2.","havard":"P. Wunderlich, F. Wiegräbe, H. Dörksen, Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 20 (2023).","chicago-de":"Wunderlich, Paul, Frauke Wiegräbe und Helene Dörksen. 2023. Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20, Nr. 2. doi:10.3390/ijerph20021215, .","bjps":"Wunderlich P, Wiegräbe F and Dörksen H (2023) Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20.","din1505-2-1":"Wunderlich, Paul ; Wiegräbe, Frauke ; Dörksen, Helene: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. In: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH Bd. 20. Basel, MDPI (2023), Nr. 2","chicago":"Wunderlich, Paul, Frauke Wiegräbe, and Helene Dörksen. “Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance.” INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20, no. 2 (2023). https://doi.org/10.3390/ijerph20021215.","short":"P. Wunderlich, F. Wiegräbe, H. Dörksen, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20 (2023).","mla":"Wunderlich, Paul, et al. “Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance.” INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 20, no. 2, 1215, 2023, https://doi.org/10.3390/ijerph20021215."},"keyword":["machine learning","healthcare","case management","caring","multi-label classification"],"isi":"1","publication":"INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH","issue":"2","doi":"10.3390/ijerph20021215","title":"Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance","department":[{"_id":"DEP5023"},{"_id":"DEP5000"}],"publication_status":"published","publication_identifier":{"issn":["1661-7827 "],"eissn":["1660-4601"]},"place":"Basel","pmid":"1","status":"public","author":[{"first_name":"Paul","last_name":"Wunderlich","full_name":"Wunderlich, Paul","id":"52317"},{"first_name":"Frauke","full_name":"Wiegräbe, Frauke","id":"76510","last_name":"Wiegräbe"},{"first_name":"Helene","full_name":"Dörksen, Helene","id":"46416","last_name":"Dörksen"}],"volume":20,"_id":"12785","type":"scientific_journal_article","abstract":[{"lang":"eng","text":"Due to the demographic aging of society, the demand for skilled caregiving is increasing. However, the already existing shortage of professional caregivers will exacerbate in the future. As a result, family caregivers must shoulder a heavier share of the care burden. To ease the burden and promote a better work-life balance, we developed the Digital Case Manager. This tool uses machine learning algorithms to learn the relationship between a care situation and the next care steps and helps family caregivers balance their professional and private lives so that they are able to continue caring for their family members without sacrificing their own jobs and personal ambitions. The data for the machine learning model are generated by means of a questionnaire based on professional assessment instruments. We implemented a proof-of-concept of the Digital Case Manager and initial tests show promising results. It offers a quick and easy-to-use tool for family caregivers in the early stages of a care situation."}],"year":"2023","date_updated":"2025-06-25T13:11:41Z","article_number":"1215","user_id":"83781","external_id":{"pmid":["36673969"],"isi":["000918039900001"]},"date_created":"2025-04-14T13:39:52Z","language":[{"iso":"eng"}]},{"date_created":"2024-04-25T13:35:04Z","language":[{"iso":"eng"}],"date_updated":"2024-05-21T09:30:15Z","year":"2022","article_number":"883","user_id":"83781","_id":"11377","type":"scientific_journal_article","volume":10,"abstract":[{"text":"consuming and often performed rather empirically. Efficient optimization of multiple objectives such as process time, viable cell density, number of operating steps & cultivation scales, required medium, amount of product as well as product quality depicts a promising approach. This contribution presents a workflow which couples uncertainty-based upstream simulation and Bayes optimization using Gaussian processes. Its application is demonstrated in a simulation case study for a relevant industrial task in process development, the design of a robust cell culture expansion process (seed train), meaning that despite uncertainties and variabilities concerning cell growth, low variations of viable cell density during the seed train are obtained. Compared to a non-optimized reference seed train, the optimized process showed much lower deviation rates regarding viable cell densities (<10% instead of 41.7%) using five or four shake flask scales and seed train duration could be reduced by 56 h from 576 h to 520 h. Overall, it is shown that applying Bayes optimization allows for optimization of a multi-objective optimization function with several optimizable input variables and under a considerable amount of constraints with a low computational effort. This approach provides the potential to be used in the form of a decision tool, e.g., for the choice of an optimal and robust seed train design or for further optimization tasks within process development.","lang":"eng"}],"place":"Basel","author":[{"first_name":"Tanja","last_name":"Hernández Rodriguez","full_name":"Hernández Rodriguez, Tanja","id":"52466"},{"first_name":"Anton","full_name":"Sekulic, Anton","last_name":"Sekulic"},{"full_name":"Lange-Hegermann, Markus","id":"71761","last_name":"Lange-Hegermann","first_name":"Markus"},{"last_name":"Frahm","full_name":"Frahm, Björn","id":"45666","first_name":"Björn"}],"status":"public","publication":"Processes","doi":"10.3390/pr10050883","issue":"5","publication_identifier":{"eissn":["2227-9717"]},"publication_status":"published","department":[{"_id":"DEP4000"}],"title":"Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design","keyword":["Gaussian processes","Bayes optimization","Pareto optimization","multi-objective","cell culture","seed train"],"publisher":"MDPI AG","citation":{"havard":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design, Processes. 10 (2022).","ufg":"Hernández Rodriguez, Tanja u. a.: Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design, in: Processes 10 (2022), H. 5.","mla":"Hernández Rodriguez, Tanja, et al. “Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.” Processes, vol. 10, no. 5, 883, 2022, https://doi.org/10.3390/pr10050883.","short":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes 10 (2022).","chicago":"Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann, and Björn Frahm. “Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.” Processes 10, no. 5 (2022). https://doi.org/10.3390/pr10050883.","ama":"Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. Processes. 2022;10(5). doi:10.3390/pr10050883","din1505-2-1":"Hernández Rodriguez, Tanja ; Sekulic, Anton ; Lange-Hegermann, Markus ; Frahm, Björn: Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. In: Processes Bd. 10. Basel, MDPI AG (2022), Nr. 5","apa":"Hernández Rodriguez, T., Sekulic, A., Lange-Hegermann, M., & Frahm, B. (2022). Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. Processes, 10(5), Article 883. https://doi.org/10.3390/pr10050883","ieee":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, and B. Frahm, “Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design,” Processes, vol. 10, no. 5, Art. no. 883, 2022, doi: 10.3390/pr10050883.","van":"Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. Processes. 2022;10(5).","bjps":"Hernández Rodriguez T et al. (2022) Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. Processes 10.","chicago-de":"Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann und Björn Frahm. 2022. Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. Processes 10, Nr. 5. doi:10.3390/pr10050883, ."},"intvolume":" 10"},{"language":[{"iso":"eng"}],"date_created":"2023-08-08T12:58:36Z","user_id":"83781","date_updated":"2023-08-16T09:24:16Z","year":"2022","editor":[{"last_name":"Pörtner","full_name":"Pörtner, Ralf","first_name":"Ralf"},{"first_name":"Johannes","full_name":"Möller, Johannes","last_name":"Möller"}],"abstract":[{"text":"Development and optimization of biopharmaceutical production processes with cell cultures is cost- and time-consuming and often performed rather empirically. Efficient optimization of multiple objectives such as process time, viable cell density, number of operating steps & cultivation scales, required medium, amount of product as well as product quality depicts a promising approach. This contribution presents a workflow which couples uncertainty-based upstream simulation and Bayes optimization using Gaussian processes. Its application is demonstrated in a simulation case study for a relevant industrial task in process development, the design of a robust cell culture expansion process (seed train), meaning that despite uncertainties and variabilities concerning cell growth, low variations of viable cell density during the seed train are obtained. Compared to a non-optimized reference seed train, the optimized process showed much lower deviation rates regarding viable cell densities (<10% instead of 41.7%) using five or four shake flask scales and seed train duration could be reduced by 56 h from 576 h to 520 h. Overall, it is shown that applying Bayes optimization allows for optimization of a multi-objective optimization function with several optimizable input variables and under a considerable amount of constraints with a low computational effort. This approach provides the potential to be used in the form of a decision tool, e.g., for the choice of an optimal and robust seed train design or for further optimization tasks within process development.","lang":"eng"}],"type":"book_chapter","_id":"10193","page":"21-48","volume":"special issue","author":[{"last_name":"Hernández Rodriguez","full_name":"Hernández Rodriguez, Tanja","id":"52466","first_name":"Tanja"},{"first_name":"Anton","full_name":"Sekulic, Anton","last_name":"Sekulic"},{"id":"71761","full_name":"Lange-Hegermann, Markus","last_name":"Lange-Hegermann","first_name":"Markus"},{"first_name":"Björn","last_name":"Frahm","full_name":"Frahm, Björn","id":"45666"}],"status":"public","place":"Basel","publication_status":"published","publication_identifier":{"eisbn":["978-3-0365-5209-5"],"eissn":["2227-9717"],"isbn":["978-3-0365-5210-1"]},"department":[{"_id":"DEP4000"}],"title":"Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design","doi":"https://doi.org/10.3390/pr10050883","publication":"Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing","keyword":["Gaussian processes","Bayes optimization","Pareto optimization","multi-objective","cell culture","seed train"],"citation":{"chicago-de":"Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann und Björn Frahm. 2022. Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design. In: Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, hg. von Ralf Pörtner und Johannes Möller, special issue:21–48. Processes : open access journal. Basel: MDPI. doi:https://doi.org/10.3390/pr10050883, .","bjps":"Hernández Rodriguez T et al. (2022) Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design. In Pörtner R and Möller J (eds), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, vol. special issue. Basel: MDPI, pp. 21–48.","din1505-2-1":"Hernández Rodriguez, Tanja ; Sekulic, Anton ; Lange-Hegermann, Markus ; Frahm, Björn: Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design. In: Pörtner, R. ; Möller, J. (Hrsg.): Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, Processes : open access journal. Bd. special issue. Basel : MDPI, 2022, S. 21–48","short":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022, pp. 21–48.","chicago":"Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann, and Björn Frahm. “Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.” In Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, edited by Ralf Pörtner and Johannes Möller, special issue:21–48. Processes : Open Access Journal. Basel: MDPI, 2022. https://doi.org/10.3390/pr10050883.","mla":"Hernández Rodriguez, Tanja, et al. “Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.” Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, edited by Ralf Pörtner and Johannes Möller, vol. special issue, MDPI, 2022, pp. 21–48, https://doi.org/10.3390/pr10050883.","van":"Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design. In: Pörtner R, Möller J, editors. Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing. Basel: MDPI; 2022. p. 21–48. (Processes : open access journal; vol. special issue).","ieee":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, and B. Frahm, “Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design,” in Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, vol. special issue, R. Pörtner and J. Möller, Eds. Basel: MDPI, 2022, pp. 21–48. doi: https://doi.org/10.3390/pr10050883.","apa":"Hernández Rodriguez, T., Sekulic, A., Lange-Hegermann, M., & Frahm, B. (2022). Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design. In R. Pörtner & J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing: Vol. special issue (pp. 21–48). MDPI. https://doi.org/10.3390/pr10050883","ama":"Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design. In: Pörtner R, Möller J, eds. Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing. Vol special issue. Processes : open access journal. MDPI; 2022:21-48. doi:https://doi.org/10.3390/pr10050883","ufg":"Hernández Rodriguez, Tanja u. a.: Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design, in: Pörtner, Ralf/Möller, Johannes (Hgg.): Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, Band special issue, Basel 2022 (Processes : open access journal), S. 21–48.","havard":"T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022: pp. 21–48."},"quality_controlled":"1","publisher":"MDPI","series_title":"Processes : open access journal"},{"keyword":["Compatibility","Mental model","Mental workload","Multi-model assembly","Informational assistance systems"],"date_updated":"2023-03-15T13:50:08Z","year":2021,"user_id":"49010","date_created":"2021-12-21T17:13:23Z","publication":"Zeitschrift für Arbeitswissenschaft","language":[{"iso":"eng"}],"doi":"10.1007/s41449-021-00296-1","department":[{"_id":"DEP7020"},{"_id":"DEP1305"}],"title":"Cognitive compatibility in modern manual mixed-model assembly systems","publication_identifier":{"issn":["0340-2444","2366-4681"]},"publication_status":"published","status":"public","author":[{"first_name":"Dominic","last_name":"Bläsing","full_name":"Bläsing, Dominic"},{"first_name":"Manfred","last_name":"Bornewasser","full_name":"Bornewasser, Manfred"},{"id":"49010","full_name":"Hinrichsen, Sven","last_name":"Hinrichsen","first_name":"Sven"}],"publisher":"Springer","quality_controlled":"1","citation":{"ufg":"Bläsing, Dominic et. al. (2021): Cognitive compatibility in modern manual mixed-model assembly systems, in: Zeitschrift für Arbeitswissenschaft.","havard":"D. Bläsing, M. Bornewasser, S. Hinrichsen, Cognitive compatibility in modern manual mixed-model assembly systems, Zeitschrift Für Arbeitswissenschaft. (2021).","apa":"Bläsing, D., Bornewasser, M., & Hinrichsen, S. (2021). Cognitive compatibility in modern manual mixed-model assembly systems. Zeitschrift Für Arbeitswissenschaft. https://doi.org/10.1007/s41449-021-00296-1","ama":"Bläsing D, Bornewasser M, Hinrichsen S. Cognitive compatibility in modern manual mixed-model assembly systems. Zeitschrift für Arbeitswissenschaft. 2021. doi:10.1007/s41449-021-00296-1","ieee":"D. Bläsing, M. Bornewasser, and S. Hinrichsen, “Cognitive compatibility in modern manual mixed-model assembly systems,” Zeitschrift für Arbeitswissenschaft, 2021.","van":"Bläsing D, Bornewasser M, Hinrichsen S. Cognitive compatibility in modern manual mixed-model assembly systems. Zeitschrift für Arbeitswissenschaft. 2021;","din1505-2-1":"Bläsing, Dominic ; Bornewasser, Manfred ; Hinrichsen, Sven: Cognitive compatibility in modern manual mixed-model assembly systems. In: Zeitschrift für Arbeitswissenschaft, Springer (2021)","mla":"Bläsing, Dominic, et al. “Cognitive Compatibility in Modern Manual Mixed-Model Assembly Systems.” Zeitschrift Für Arbeitswissenschaft, Springer, 2021, doi:10.1007/s41449-021-00296-1.","short":"D. Bläsing, M. Bornewasser, S. Hinrichsen, Zeitschrift Für Arbeitswissenschaft (2021).","chicago":"Bläsing, Dominic, Manfred Bornewasser, and Sven Hinrichsen. “Cognitive Compatibility in Modern Manual Mixed-Model Assembly Systems.” Zeitschrift Für Arbeitswissenschaft, 2021. https://doi.org/10.1007/s41449-021-00296-1.","bjps":"Bläsing D, Bornewasser M and Hinrichsen S (2021) Cognitive Compatibility in Modern Manual Mixed-Model Assembly Systems. Zeitschrift für Arbeitswissenschaft.","chicago-de":"Bläsing, Dominic, Manfred Bornewasser und Sven Hinrichsen. 2021. Cognitive compatibility in modern manual mixed-model assembly systems. Zeitschrift für Arbeitswissenschaft. doi:10.1007/s41449-021-00296-1, ."},"type":"journal_article","_id":"6925","abstract":[{"lang":"eng","text":"The compatibility concept is widely used in psychology and ergonomics. It describes the fit between elements of a sociotechnical system which is a prerequisite to successfully cooperate towards a common goal. For at least three decades, cognitive compatibility is of increasing importance. It describes the fit of externally presented information, information processing, and the required motor action. However, with increasing system complexity, probability for incompatibility increases, too, leading to time losses, errors and overall degraded performance. The elimination of cognitive incompatibilities through ergonomic measures at the workplace requires a lot of creativity and effort. Using practical examples from mixed-model assembly, improved information management and the use of informational assistance systems are discussed as promising ergonomic approaches. The ultimate goal is to avoid cognitive overload, for example in part picking or assembly tools choosing. To find a fit between externally mediated work instructions via displays and the subjectively used internal models and competencies is a challenging task. Only if this fit is given the system is perceived as beneficial. To achieve this, the assistance system should be configurable to fit individual needs as far as possible. Successful system design requires early participation and comprehensive integration of the assistance systems into the existing IT infrastructure.\r\n\r\nPractical relevance: Varied manual assembly requires a high degree of cognitive work. A rise in complexity of the assembly task increases the risk that cognitive incompatibility and thus cognitive overload will occur more frequently. It is shown that such unhealthy conditions can be countered by better information presentation and by the use of individually adaptable informational assistance systems."}]},{"year":"2019","date_updated":"2023-08-14T13:16:56Z","user_id":"83781","corporate_editor":["Institut für Automation und Kommunikation e.V."],"date_created":"2021-06-22T09:34:20Z","main_file_link":[{"url":"https://tydirium.init.th-owl.de/s/ErCo2mjFdJQDoXN?dir=undefined&path=%2FKommA%202019%2FPaper%2FSession1_Funk&openfile=7286659"}],"language":[{"iso":"ger"}],"place":"Magdeburg","status":"public","author":[{"full_name":"Fliedner, Niels Hendrik","id":"57956","last_name":"Fliedner","first_name":"Niels Hendrik","orcid":"0000-0003-0484-1328"},{"first_name":"Roland","last_name":"Heß","full_name":"Heß, Roland"},{"last_name":"Witte","id":"1605","full_name":"Witte, Stefan","first_name":"Stefan"}],"extern":"1","type":"conference","_id":"6003","abstract":[{"lang":"ger","text":"In industriellen Szenarien wächst seit Längerem der Bedarf an drahtloser und zuverlässiger Kommunikation. Es gibt hierzu einige aus der IT-Welt adaptierte Standards, welche in vielen Anwendungen im industriellen Umfeld nicht ausreichen. Daher wurde bei der Spezifikation des neuen 5G-Standards explizit die Nutzung im industriellen Umfeld mit berücksichtigt. Diese Arbeit beschäftigt sich mit den Vorteilen der Multi-Connectivity (MC), welche sich durch die Architektur des neuen 5G-NR Standards in der Automatisierungstechnik ergeben können. Hierzu wurden im ersten Schritt Funkkanalmessungen in einer industrienahen Umgebung – der SmartFactoryOWL – durchgeführt, und im weiteren Verlauf die MC in einen Kommunikationsstack integriert und die Zuverlässigkeit (Reliability) (REL) bei verschiedenen MCKonfigurationen ermittelt. Im praktischen Aufbau konnte eine erhöhte REL der drahtlosen Kommunikation im industriellen Kontext unter Einsatz der MC nachgewiesen werden."}],"editor":[{"last_name":"Jumar","full_name":"Jumar, Ulrich","first_name":"Ulrich"},{"last_name":"Jasperneite","full_name":"Jasperneite, Jürgen","first_name":"Jürgen"}],"keyword":["5G","Multi-Connectivity","Zuverlässigkeit"],"ddc":["000"],"conference":{"end_date":"2019-11-21","start_date":"2019-11-20","location":"Magdeburg","name":"2019 Kommunikation in der Automation (KommA)"},"publication":"KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium \"Kommunikation in der Automation\"","department":[{"_id":"DEP5023"},{"_id":"DEP5010"}],"title":"Multi-Connectivity in 5G Industrial Environments","publication_status":"published","publication_identifier":{"isbn":["978-3-944722-85-6"]},"publisher":"Otto-von-Guericke-Universität Magdeburg. R-PÖ","quality_controlled":"1","citation":{"van":"Fliedner NH, Heß R, Witte S. Multi-Connectivity in 5G Industrial Environments. In: Jumar U, Jasperneite J, Institut für Automation und Kommunikation e.V., editors. KommA 2019 : Kommunikation in der Automation : 20-21112019 : 10 Jahreskolloquium “Kommunikation in der Automation.” Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ; 2019.","ieee":"N. H. Fliedner, R. Heß, and S. Witte, “Multi-Connectivity in 5G Industrial Environments,” in KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,” Magdeburg, 2019.","apa":"Fliedner, N. H., Heß, R., & Witte, S. (2019). Multi-Connectivity in 5G Industrial Environments. In U. Jumar, J. Jasperneite, & Institut für Automation und Kommunikation e.V. (Eds.), KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation.” Otto-von-Guericke-Universität Magdeburg. R-PÖ.","ama":"Fliedner NH, Heß R, Witte S. Multi-Connectivity in 5G Industrial Environments. In: Jumar U, Jasperneite J, Institut für Automation und Kommunikation e.V., eds. KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation.” Otto-von-Guericke-Universität Magdeburg. R-PÖ; 2019.","ufg":"Fliedner, Niels Hendrik/Heß, Roland/Witte, Stefan: Multi-Connectivity in 5G Industrial Environments, in: Jumar, Ulrich/Jasperneite, Jürgen, Institut für Automation und Kommunikation e.V. (Hgg.): KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium „Kommunikation in der Automation“, Magdeburg 2019.","havard":"N.H. Fliedner, R. Heß, S. Witte, Multi-Connectivity in 5G Industrial Environments, in: U. Jumar, J. Jasperneite, Institut für Automation und Kommunikation e.V. (Eds.), KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,” Otto-von-Guericke-Universität Magdeburg. R-PÖ, Magdeburg, 2019.","chicago-de":"Fliedner, Niels Hendrik, Roland Heß und Stefan Witte. 2019. Multi-Connectivity in 5G Industrial Environments. In: KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium „Kommunikation in der Automation“, hg. von Ulrich Jumar, Jürgen Jasperneite, und Institut für Automation und Kommunikation e.V. Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ.","bjps":"Fliedner NH, Heß R and Witte S (2019) Multi-Connectivity in 5G Industrial Environments. In Jumar U, Jasperneite J, and Institut für Automation und Kommunikation e.V. (eds), KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium ‘Kommunikation in der Automation’. Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ.","din1505-2-1":"Fliedner, Niels Hendrik ; Heß, Roland ; Witte, Stefan: Multi-Connectivity in 5G Industrial Environments. In: Jumar, U. ; Jasperneite, J. ; Institut für Automation und Kommunikation e.V. (Hrsg.): KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium „Kommunikation in der Automation“. Magdeburg : Otto-von-Guericke-Universität Magdeburg. R-PÖ, 2019","short":"N.H. Fliedner, R. Heß, S. Witte, in: U. Jumar, J. Jasperneite, Institut für Automation und Kommunikation e.V. (Eds.), KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,” Otto-von-Guericke-Universität Magdeburg. R-PÖ, Magdeburg, 2019.","chicago":"Fliedner, Niels Hendrik, Roland Heß, and Stefan Witte. “Multi-Connectivity in 5G Industrial Environments.” In KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,” edited by Ulrich Jumar, Jürgen Jasperneite, and Institut für Automation und Kommunikation e.V. Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ, 2019.","mla":"Fliedner, Niels Hendrik, et al. “Multi-Connectivity in 5G Industrial Environments.” KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,” edited by Ulrich Jumar et al., Otto-von-Guericke-Universität Magdeburg. R-PÖ, 2019."}},{"publisher":"Springer","quality_controlled":"1","citation":{"chicago-de":"Bornewasser, Manfred, Sven Hinrichsen und Dominic Bläsing. 2018. Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? Zeitschrift für Arbeitswissenschaft 72, Nr. 4: 264–275. doi:https://doi.org/10.1007/s41449-018-0123-x, .","bjps":"Bornewasser M, Hinrichsen S and Bläsing D (2018) Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? Zeitschrift für Arbeitswissenschaft 72, 264–275.","din1505-2-1":"Bornewasser, Manfred ; Hinrichsen, Sven ; Bläsing, Dominic: Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? In: Zeitschrift für Arbeitswissenschaft Bd. 72. Berlin Heidelberg, Springer (2018), Nr. 4, S. 264–275","mla":"Bornewasser, Manfred, et al. “Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?” Zeitschrift für Arbeitswissenschaft, vol. 72, no. 4, Springer, 2018, pp. 264–75, doi:https://doi.org/10.1007/s41449-018-0123-x.","short":"M. Bornewasser, S. Hinrichsen, D. Bläsing, Zeitschrift für Arbeitswissenschaft 72 (2018) 264–275.","chicago":"Bornewasser, Manfred, Sven Hinrichsen, and Dominic Bläsing. “Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?” Zeitschrift für Arbeitswissenschaft 72, no. 4 (2018): 264–75. https://doi.org/10.1007/s41449-018-0123-x.","ieee":"M. Bornewasser, S. Hinrichsen, and D. Bläsing, “Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?,” Zeitschrift für Arbeitswissenschaft, vol. 72, no. 4, pp. 264–275, 2018.","van":"Bornewasser M, Hinrichsen S, Bläsing D. Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? Zeitschrift für Arbeitswissenschaft. 2018;72(4):264–75.","apa":"Bornewasser, M., Hinrichsen, S., & Bläsing, D. (2018). Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? Zeitschrift für Arbeitswissenschaft, 72(4), 264–275. https://doi.org/10.1007/s41449-018-0123-x","ama":"Bornewasser M, Hinrichsen S, Bläsing D. Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung? Zeitschrift für Arbeitswissenschaft. 2018;72(4):264-275. doi:https://doi.org/10.1007/s41449-018-0123-x","ufg":"Bornewasser, Manfred et. al. (2018): Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?, in: Zeitschrift für Arbeitswissenschaft 72 (4), S. 264–275.","havard":"M. Bornewasser, S. Hinrichsen, D. Bläsing, Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?, Zeitschrift für Arbeitswissenschaft. 72 (2018) 264–275."},"intvolume":" 72","publication":"Zeitschrift für Arbeitswissenschaft","issue":"4","doi":"https://doi.org/10.1007/s41449-018-0123-x","department":[{"_id":"DEP7020"},{"_id":"DEP1305"}],"title":"Informatorische Assistenzsysteme in der manuellen Montage: Ein nützliches Werkzeug zur Reduktion mentaler Beanspruchung?","publication_status":"published","publication_identifier":{"issn":["0340-2444"]},"keyword":["Complexity","Mental workload","Objective measurement","Informational assistance systems","Cognitive ergonomics"],"volume":72,"page":"264-275","_id":"222","type":"journal_article","abstract":[{"lang":"ger","text":"Die Komplexität in der manuellen Montage steigt. In der sog. Mehrprodukt- oder Variantenmontage hat der Beschäftigte permanent zwischen verschiedenen Alternativen auszuwählen. Dies betrifft z.B. zu montierende Teile, Werkzeuge, Fügeverfahren oder Hilfsmittel, die in ganz unterschiedlichen Kombinationen zu verwenden sind. Der Montageprozess wird dadurch aus Sicht des Beschäftigten zu einem kontinuierlichen Auswahlprozess. Dieser stellt zunehmend höhere informatorische und kognitive Anforderungen und steigert die mentale Beanspruchung. Dies hat negative Auswirkungen auf die Arbeitsproduktivität. Informatorische Assistenzsysteme gelten als geeignete Instrumente, moderierenden Einfluss auf diese Entwicklung zu nehmen. Entscheidende Stellgrößen dabei betreffen Fragen, wie komplex die Anforderungen und wie ausgeprägt die subjektiven Ressourcen sowie die mentalen Beanspruchungen sind. Aus diesen Überlegungen werden Empfehlungen zur Gestaltung von informatorischen Assistenzsystemen abgeleitet."},{"text":"Manual assembly increases in complexity. In the so-called multi-product- or mixed-model-assembly, the employee has to constantly make choices between different alternatives. This concerns e. g. parts to be assembled, tools, fixing methods or materials that can be processed in very different combinations. From the perspective of a worker the assembly process becomes a continuous choice process, setting increasingly higher informational and cognitive demands and increasing mental strain. This has a negative impact on labor productivity. Information Assistance Systems are considered appropriate tools to take moderating influence on this development. However, it should be considered how complex demands are as well as how pronounced subjective resources and mental strain are. Based on these considerations, recommendations for the design of information assistance systems are derived.\r\n\r\nPractical Relevance: Manufacturing industry faces the demanding task of producing more and more product variants even in manual assembly. As a result, assembly workers have to process more information and are therefore exposed to greater stress. In order to avoid the resulting loss of labor productivity, assembly systems are increasingly integrating informational assistance systems that, on the one hand, support cognitive processing and, on the other hand, reduce stress. Various design recommendations are given for such informational assistance systems.","lang":"eng"}],"place":"Berlin Heidelberg","project":[{"name":"Montexas 4.0","_id":"FBB6D104-44D9-11E9-AA25-B54CDB794CE1"}],"status":"public","author":[{"first_name":"Manfred","last_name":"Bornewasser","full_name":"Bornewasser, Manfred"},{"id":"49010","full_name":"Hinrichsen, Sven","last_name":"Hinrichsen","first_name":"Sven"},{"first_name":"Dominic","full_name":"Bläsing, Dominic","last_name":"Bläsing"}],"date_created":"2018-11-06T13:25:05Z","main_file_link":[{"url":"https://link.springer.com/article/10.1007%2Fs41449-018-0123-x#Abs2"}],"language":[{"iso":"ger"}],"related_material":{"link":[{"url":"https://link.springer.com/article/10.1007%2Fs41449-018-0123-x#Abs2","relation":"contains"}]},"date_updated":"2023-03-15T13:49:39Z","year":2018,"user_id":"49010"},{"publication":"8th International Conference on Production Engineering and Management","conference":{"name":"8th International Conference","end_date":"2018-10-05","start_date":"2018-10-04","location":"Lemgo"},"publication_identifier":{"isbn":["978-3-946856-03-0"]},"publication_status":"published","title":"Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow","department":[{"_id":"DEP1306"},{"_id":"DEP7037"}],"keyword":["Dissimilar metal joints","Laser processes","Multi-material components"],"citation":{"short":"A. Springer, S. Nothdurft, R. Lahdo, O. Seffer, Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow, Technische Hochschule Ostwestfalen-Lippe, Lemgo, 2018.","chicago":"Springer, André, Sarah Nothdurft, Rabi Lahdo, and Oliver Seffer. Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. 8th International Conference on Production Engineering and Management. Lemgo: Technische Hochschule Ostwestfalen-Lippe, 2018.","mla":"Springer, André, et al. “Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow.” 8th International Conference on Production Engineering and Management, Technische Hochschule Ostwestfalen-Lippe, 2018.","din1505-2-1":"Springer, André ; Nothdurft, Sarah ; Lahdo, Rabi ; Seffer, Oliver: Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. Lemgo : Technische Hochschule Ostwestfalen-Lippe, 2018","chicago-de":"Springer, André, Sarah Nothdurft, Rabi Lahdo und Oliver Seffer. 2018. Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. 8th International Conference on Production Engineering and Management. Lemgo: Technische Hochschule Ostwestfalen-Lippe.","bjps":"Springer A et al. (2018) Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. Lemgo: Technische Hochschule Ostwestfalen-Lippe.","ama":"Springer A, Nothdurft S, Lahdo R, Seffer O. Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. Lemgo: Technische Hochschule Ostwestfalen-Lippe; 2018.","apa":"Springer, A., Nothdurft, S., Lahdo, R., & Seffer, O. (2018). Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. 8th International Conference on Production Engineering and Management. Lemgo: Technische Hochschule Ostwestfalen-Lippe.","havard":"A. Springer, S. Nothdurft, R. Lahdo, O. Seffer, Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow, Technische Hochschule Ostwestfalen-Lippe, Lemgo, 2018.","ufg":"Springer, André et. al. (2018): Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow, Lemgo.","van":"Springer A, Nothdurft S, Lahdo R, Seffer O. Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. 8th International Conference on Production Engineering and Management. Lemgo: Technische Hochschule Ostwestfalen-Lippe; 2018.","ieee":"A. Springer, S. Nothdurft, R. Lahdo, and O. Seffer, Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow. Lemgo: Technische Hochschule Ostwestfalen-Lippe, 2018."},"publisher":"Technische Hochschule Ostwestfalen-Lippe","oa":"1","main_file_link":[{"url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM2018_proceedings_web.pdf","open_access":"1"}],"date_created":"2019-02-13T13:42:56Z","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:59Z","year":2018,"related_material":{"link":[{"url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM2018_proceedings_web.pdf","relation":"contains"}]},"user_id":"79260","type":"conference_editor_article","_id":"549","place":"Lemgo","author":[{"first_name":"André","id":"71733","full_name":"Springer, André","last_name":"Springer"},{"first_name":"Sarah","full_name":"Nothdurft, Sarah","last_name":"Nothdurft"},{"last_name":"Lahdo","full_name":"Lahdo, Rabi","first_name":"Rabi"},{"first_name":"Oliver","last_name":"Seffer","full_name":"Seffer, Oliver"}],"status":"public"},{"oa":"1","citation":{"van":"Cantauw AM, Li L. Application of Swarm Intelligence for Automated Guided Vehicle Systems. In: Villmer F-J, Padoano E, Department of Production Engineering and Management, editors. Department of Production Engineering and Management. Lemgo; 2016. p. 133–43.","ieee":"A. M. Cantauw and L. Li, “Application of Swarm Intelligence for Automated Guided Vehicle Systems,” in Department of Production Engineering and Management, Lemgo, 2016, no. 1, pp. 133–143.","chicago-de":"Cantauw, Alisa Maria und Li Li. 2016. Application of Swarm Intelligence for Automated Guided Vehicle Systems. In: Department of Production Engineering and Management, hg. von Franz-Josef Villmer, Elio Padoano, und Department of Production Engineering and Management, 133–143. Lemgo.","bjps":"Cantauw AM and Li L (2016) Application of Swarm Intelligence for Automated Guided Vehicle Systems. In Villmer F-J, Padoano E and Department of Production Engineering and Management (eds), Department of Production Engineering and Management. Lemgo, pp. 133–143.","ufg":"Cantauw, Alisa Maria/Li, Li (2016): Application of Swarm Intelligence for Automated Guided Vehicle Systems, in: Franz-Josef Villmer et. al. (Hgg.): Department of Production Engineering and Management, Lemgo, S. 133–143.","havard":"A.M. Cantauw, L. Li, Application of Swarm Intelligence for Automated Guided Vehicle Systems, in: F.-J. Villmer, E. Padoano, Department of Production Engineering and Management (Eds.), Department of Production Engineering and Management, Lemgo, 2016: pp. 133–143.","apa":"Cantauw, A. M., & Li, L. (2016). Application of Swarm Intelligence for Automated Guided Vehicle Systems. In F.-J. Villmer, E. Padoano, & Department of Production Engineering and Management (Eds.), Department of Production Engineering and Management (pp. 133–143). Lemgo.","din1505-2-1":"Cantauw, Alisa Maria ; Li, Li: Application of Swarm Intelligence for Automated Guided Vehicle Systems. In: Villmer, F.-J. ; Padoano, E. ; Department of Production Engineering and Management (Hrsg.): Department of Production Engineering and Management. Lemgo, 2016, S. 133–143","ama":"Cantauw AM, Li L. Application of Swarm Intelligence for Automated Guided Vehicle Systems. In: Villmer F-J, Padoano E, Department of Production Engineering and Management, eds. Department of Production Engineering and Management. Lemgo; 2016:133-143.","short":"A.M. Cantauw, L. Li, in: F.-J. Villmer, E. Padoano, Department of Production Engineering and Management (Eds.), Department of Production Engineering and Management, Lemgo, 2016, pp. 133–143.","chicago":"Cantauw, Alisa Maria, and Li Li. “Application of Swarm Intelligence for Automated Guided Vehicle Systems.” In Department of Production Engineering and Management, edited by Franz-Josef Villmer, Elio Padoano, and Department of Production Engineering and Management, 133–43. Lemgo, 2016.","mla":"Cantauw, Alisa Maria, and Li Li. “Application of Swarm Intelligence for Automated Guided Vehicle Systems.” Department of Production Engineering and Management, edited by Franz-Josef Villmer et al., no. 1, 2016, pp. 133–43."},"keyword":["Swarm intelligence","Automated guided vehicle system","RFID","Internet of things","Multi-agent system"],"department":[{"_id":"DEP7000"},{"_id":"DEP1306"}],"title":"Application of Swarm Intelligence for Automated Guided Vehicle Systems","publication_status":"published","publication_identifier":{"isbn":["978-3-946856-00-9"]},"issue":"1","publication":"Department of Production Engineering and Management","conference":{"location":"Lemgo","start_date":"2016-09-29","end_date":"2016-09-30","name":"Proceedings 6th International Conference"},"status":"public","author":[{"first_name":"Alisa Maria","full_name":"Cantauw, Alisa Maria","id":"56638","last_name":"Cantauw"},{"first_name":"Li","full_name":"Li, Li","id":"58482","last_name":"Li"}],"place":"Lemgo","editor":[{"full_name":"Villmer, Franz-Josef","last_name":"Villmer","first_name":"Franz-Josef"},{"first_name":"Elio","full_name":"Padoano, Elio","last_name":"Padoano"}],"abstract":[{"text":"Due to the increased individualization of customer demands in the last 20 years, the production systems are required to be more flexible and scalable. It is the samefor the material flow system with automated guided vehicles (AGVs). To realize the flexibility and scalability, it is recommended to decentralized control the vehicles. As an attempt, a concept of swarm intelligence with Radio Frequency Identification (RFID) is proposed and introduced in this article. The concept is supposed to be used for automated guided vehicle systems in which objects have to be transported from place to place. Therefore the object has to be self-organized and has to manage its own transport. In this context the vehicles have to choose the most optimal transportation. Swarm intelligence is a topic which deserves a high level of attention as a method to realize high flexibility and scalability.","lang":"eng"}],"type":"conference","_id":"593","page":"133-143","user_id":"45673","year":2016,"date_updated":"2023-03-15T13:50:03Z","related_material":{"link":[{"url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf","relation":"contains"}]},"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf","open_access":"1"}],"date_created":"2019-02-18T15:32:10Z","corporate_editor":["Department of Production Engineering and Management","Hochschule Ostwestfalen-Lippe"]},{"date_updated":"2023-07-12T09:23:15Z","year":"2016","user_id":"83781","date_created":"2023-06-30T06:30:28Z","language":[{"iso":"eng"}],"place":"Cham","extern":"1","author":[{"first_name":"Stephan","last_name":"Lier","full_name":"Lier, Stephan"},{"first_name":"Maria","full_name":"Brenda, Maria","last_name":"Brenda"},{"full_name":"Cornel, Peter","last_name":"Cornel","first_name":"Peter"},{"full_name":"Deffner, Juta","last_name":"Deffner","first_name":"Juta"},{"first_name":"Jörg","last_name":"Felmeden","full_name":"Felmeden, Jörg","id":"81335"},{"last_name":"Jokisch","full_name":"Jokisch, Alexander","first_name":"Alexander"},{"last_name":"Kluge","full_name":"Kluge, Thomas","first_name":"Thomas"},{"first_name":"Katherina","last_name":"Müller","full_name":"Müller, Katherina"},{"last_name":"Röhrig","full_name":"Röhrig, Julian","first_name":"Julian"},{"first_name":"Vanessa","full_name":"Stibitz, Vanessa","last_name":"Stibitz"},{"first_name":"Wilhelm","last_name":"Urban","full_name":"Urban, Wilhelm"}],"status":"public","type":"book_chapter","_id":"10066","page":"683–717","abstract":[{"text":"Namibia is the most arid country in Sub-Saharan Africa. The Cuvelai-Etosha Basin (CEB) in central northern Namibia in particular is experiencing various ecological and social-ecological challenges such as high climate variability, saline groundwater, dependence on Angola for freshwater supply, high population growth and density, and increasing urbanisation. These challenges make water supply and management difficult and threaten the livelihood of the local population and the health of the ecosystem. Facing up to these challenges, the German-Namibian research project CuveWaters has developed, adapted and set up different technologies as pilot plant s. The Integrated Water Resources Management (IWRM) concept of CuveWaters is based on a multi-resource-mix in which water is obtained from different sources (rainwater, floodwater, groundwater and wastewater) and used for various purposes. High quality water is used as drinking water; water of a relatively low quality is used for irrigation. In cooperation with the residents of four villages and one small town, the project partners are implementing different technologies to collect and store, produce, treat and reuse water. The implemented technologies are rain- and floodwater harvesting, groundwater desalination, and the combination of sanitation, wastewater treatment and water reuse. The aim is to improve peoples’ livelihood through research on innovative and adapted solutions which contribute to a successful and adapted application of IWRM. To this end, the project integrates science, technology and societal aspects in a transdisciplinary research approach by linking scientific knowledge from natural, engineering and social sciences with the everyday practices and know-how of the stakeholders involved. Thus, the technical aspects are complemented by a wide range of societal and scientific components, such as capacity development, monitoring, participation or knowledge management. These ensure societal embedding of the technologies and knowledge transfer. This paper will illustrate the transdisciplinary approach, implemented technologies and accompanying measures as well as key results.","lang":"eng"}],"editor":[{"first_name":"Dietrich","full_name":"Borchardt, Dietrich","last_name":"Borchardt"}],"keyword":["Multi-resource-mix","Rainwater and floodwater harvesting","Solar-coupled groundwater desalination","Sanitation and water reuse","Transdisciplinarity"],"publication":"Integrated Water Resources Management: Concept, Research and Implementation","doi":"https://doi.org/10.1007/978-3-319-25071-7_26","publication_status":"published","publication_identifier":{"eisbn":["978-3-319-25071-7"],"isbn":["978-3-319-79729-8","978-3-319-25069-4"]},"department":[{"_id":"DEP3021"}],"title":"From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia","publisher":"Springer ","citation":{"chicago":"Lier, Stephan, Maria Brenda, Peter Cornel, Juta Deffner, Jörg Felmeden, Alexander Jokisch, Thomas Kluge, et al. “From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia.” In Integrated Water Resources Management: Concept, Research and Implementation, edited by Dietrich Borchardt, 683–717. Cham: Springer , 2016. https://doi.org/10.1007/978-3-319-25071-7_26.","ama":"Lier S, Brenda M, Cornel P, et al. From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In: Borchardt D, ed. Integrated Water Resources Management: Concept, Research and Implementation. Springer ; 2016:683-717. doi:https://doi.org/10.1007/978-3-319-25071-7_26","short":"S. Lier, M. Brenda, P. Cornel, J. Deffner, J. Felmeden, A. Jokisch, T. Kluge, K. Müller, J. Röhrig, V. Stibitz, W. Urban, in: D. Borchardt (Ed.), Integrated Water Resources Management: Concept, Research and Implementation, Springer , Cham, 2016, pp. 683–717.","mla":"Lier, Stephan, et al. “From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia.” Integrated Water Resources Management: Concept, Research and Implementation, edited by Dietrich Borchardt, Springer , 2016, pp. 683–717, https://doi.org/10.1007/978-3-319-25071-7_26.","apa":"Lier, S., Brenda, M., Cornel, P., Deffner, J., Felmeden, J., Jokisch, A., Kluge, T., Müller, K., Röhrig, J., Stibitz, V., & Urban, W. (2016). From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In D. Borchardt (Ed.), Integrated Water Resources Management: Concept, Research and Implementation (pp. 683–717). Springer . https://doi.org/10.1007/978-3-319-25071-7_26","din1505-2-1":"Lier, Stephan ; Brenda, Maria ; Cornel, Peter ; Deffner, Juta ; Felmeden, Jörg ; Jokisch, Alexander ; Kluge, Thomas ; Müller, Katherina ; u. a.: From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In: Borchardt, D. (Hrsg.): Integrated Water Resources Management: Concept, Research and Implementation. Cham : Springer , 2016, S. 683–717","havard":"S. Lier, M. Brenda, P. Cornel, J. Deffner, J. Felmeden, A. Jokisch, T. Kluge, K. Müller, J. Röhrig, V. Stibitz, W. Urban, From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia, in: D. Borchardt (Ed.), Integrated Water Resources Management: Concept, Research and Implementation, Springer , Cham, 2016: pp. 683–717.","ufg":"Lier, Stephan u. a.: From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia, in: Borchardt, Dietrich (Hg.): Integrated Water Resources Management: Concept, Research and Implementation, Cham 2016, S. 683–717.","bjps":"Lier S et al. (2016) From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In Borchardt D (ed.), Integrated Water Resources Management: Concept, Research and Implementation. Cham: Springer , pp. 683–717.","chicago-de":"Lier, Stephan, Maria Brenda, Peter Cornel, Juta Deffner, Jörg Felmeden, Alexander Jokisch, Thomas Kluge, u. a. 2016. From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In: Integrated Water Resources Management: Concept, Research and Implementation, hg. von Dietrich Borchardt, 683–717. Cham: Springer . doi:https://doi.org/10.1007/978-3-319-25071-7_26, .","van":"Lier S, Brenda M, Cornel P, Deffner J, Felmeden J, Jokisch A, et al. From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia. In: Borchardt D, editor. Integrated Water Resources Management: Concept, Research and Implementation. Cham: Springer ; 2016. p. 683–717.","ieee":"S. Lier et al., “From the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia,” in Integrated Water Resources Management: Concept, Research and Implementation, D. Borchardt, Ed. Cham: Springer , 2016, pp. 683–717. doi: https://doi.org/10.1007/978-3-319-25071-7_26."}},{"department":[{"_id":"DEP7000"},{"_id":"DEP1306"}],"title":"Data Mining: A Potential Detector to Find Failure in Complex Components","publication_status":"published","publication_identifier":{"isbn":["978-3-941645-11-0"]},"issue":"1","publication":"Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy","conference":{"start_date":"2015-10-01","location":"Trieste, Italy","end_date":"2015-10-02","name":"5th International Conference \"Production Engineering and Management\" "},"keyword":["Data mining","production failure","multi-variant analysis","multivariate process control","predictive modelling","case study"],"oa":"1","citation":{"bjps":"Scheideler E and Ahlemeyer-Stubbe A (2015) Data Mining: A Potential Detector to Find Failure in Complex Components. In Padoano E et al. (eds), Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy. Lemgo: Hochschule Ostwestfalen-Lippe, pp. 163–174.","chicago-de":"Scheideler, Eva und Andrea Ahlemeyer-Stubbe. 2015. Data Mining: A Potential Detector to Find Failure in Complex Components. In: Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy, hg. von Elio Padoano, Franz-Josef Villmer, Department of Production Engineering and Management, und Hochschule Ostwestfalen-Lippe, 163–174. Lemgo: Hochschule Ostwestfalen-Lippe.","ieee":"E. Scheideler and A. Ahlemeyer-Stubbe, “Data Mining: A Potential Detector to Find Failure in Complex Components,” in Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy, Trieste, Italy, 2015, no. 1, pp. 163–174.","van":"Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe, editors. Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy. Lemgo: Hochschule Ostwestfalen-Lippe; 2015. p. 163–74.","din1505-2-1":"Scheideler, Eva ; Ahlemeyer-Stubbe, Andrea: Data Mining: A Potential Detector to Find Failure in Complex Components. In: Padoano, E. ; Villmer, F.-J. ; Department of Production Engineering and Management ; Hochschule Ostwestfalen-Lippe (Hrsg.): Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy. Lemgo : Hochschule Ostwestfalen-Lippe, 2015, S. 163–174","apa":"Scheideler, E., & Ahlemeyer-Stubbe, A. (2015). Data Mining: A Potential Detector to Find Failure in Complex Components. In E. Padoano, F.-J. Villmer, Department of Production Engineering and Management, & Hochschule Ostwestfalen-Lippe (Eds.), Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy (Issue 1, pp. 163–174). Hochschule Ostwestfalen-Lippe.","mla":"Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential Detector to Find Failure in Complex Components.” Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy, edited by Elio Padoano et al., no. 1, Hochschule Ostwestfalen-Lippe, 2015, pp. 163–74.","short":"E. Scheideler, A. Ahlemeyer-Stubbe, in: E. Padoano, F.-J. Villmer, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.), Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015, pp. 163–174.","ama":"Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe, eds. Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy. Hochschule Ostwestfalen-Lippe; 2015:163-174.","chicago":"Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential Detector to Find Failure in Complex Components.” In Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy, edited by Elio Padoano, Franz-Josef Villmer, Department of Production Engineering and Management, and Hochschule Ostwestfalen-Lippe, 163–74. Lemgo: Hochschule Ostwestfalen-Lippe, 2015.","ufg":"Scheideler, Eva/Ahlemeyer-Stubbe, Andrea: Data Mining: A Potential Detector to Find Failure in Complex Components, in: Padoano, Elio u. a. (Hgg.): Production engineering and management : proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy, Lemgo 2015, S. 163–174.","havard":"E. Scheideler, A. Ahlemeyer-Stubbe, Data Mining: A Potential Detector to Find Failure in Complex Components, in: E. Padoano, F.-J. Villmer, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.), Production Engineering and Management : Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015: pp. 163–174."},"publisher":"Hochschule Ostwestfalen-Lippe","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf"}],"date_created":"2019-02-19T07:15:57Z","corporate_editor":["Department of Production Engineering and Management","Hochschule Ostwestfalen-Lippe"],"user_id":"83781","date_updated":"2024-03-22T13:12:47Z","year":"2015","related_material":{"link":[{"relation":"contains","url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf"}]},"editor":[{"last_name":"Padoano","full_name":"Padoano, Elio","first_name":"Elio"},{"first_name":"Franz-Josef","last_name":"Villmer","full_name":"Villmer, Franz-Josef","id":"14290"}],"abstract":[{"lang":"eng","text":"This paper is aimed to discuss current research using data mining techniques and industry statistics in production environments. The general research approach is based on the idea of using data mining processes and techniques of industry statistics to find rare and hidden patterns behind failures of complex components. A case study will be applied to illustrate how the technique is carried out and where the limits of this approach occur. The case study deals with a component supplier of printing machines, which received an increasing number of client complaints, all related to one distinct problem. The observed failures seem to occur only among clients with very high quality standards. The affected component undergoes a very complex production process with several steps in different departments. Every single production unit records data information from multiple process variables and at different points in time. In the beginning there was no understanding of the failure causes in production at all. Therefore a huge amount of production data had to be analyzed to find the pattern that discloses the failure.\r\nThe data mining process starts with a first step in which the given data sets are prepared and then cleaned. Followed up by building a prediction model. The aim is to detect the root causes for failures and to predict potential failures in affected components. This paper shows how to use data mining to get the answer on pressing production failures.\r\n"}],"_id":"597","page":"163-174","type":"conference","status":"public","author":[{"first_name":"Eva","last_name":"Scheideler","id":"61522","full_name":"Scheideler, Eva"},{"first_name":"Andrea","full_name":"Ahlemeyer-Stubbe, Andrea","last_name":"Ahlemeyer-Stubbe"}],"place":"Lemgo"},{"citation":{"ieee":"A. Holzinger et al., “Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,” in Availability, Reliability, and Security in Information Systems , Fribourg, Switzerland, 2014, vol. 8708, pp. 124–137.","van":"Holzinger A, Schwarz M, Ofner B, Jeanquartier F, Calero-Valdez A, Röcker C, et al. Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In: Teufel S, Min TA, You I, Weippl E, editors. Availability, Reliability, and Security in Information Systems . Cham: Springer; 2014. p. 124–37. (Lecture Notes in Computer Science; vol. 8708).","chicago-de":"Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier, Andre Calero-Valdez, Carsten Röcker und Martina Ziefle. 2014. Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In: Availability, Reliability, and Security in Information Systems , hg. von Stephanie Teufel, Tjoa A Min, Ilsun You, und Edgar Weippl, 8708:124–137. Lecture Notes in Computer Science. Cham: Springer. doi:10.1007/978-3-319-10975-6_9, .","bjps":"Holzinger A et al. (2014) Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In Teufel S et al. (eds), Availability, Reliability, and Security in Information Systems , vol. 8708. Cham: Springer, pp. 124–137.","ufg":"Holzinger, Andreas et. al. (2014): Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers, in: Stephanie Teufel et. al. (Hgg.): Availability, Reliability, and Security in Information Systems (=Lecture Notes in Computer Science 8708), Cham, S. 124–137.","havard":"A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez, C. Röcker, M. Ziefle, Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers, in: S. Teufel, T.A. Min, I. You, E. Weippl (Eds.), Availability, Reliability, and Security in Information Systems , Springer, Cham, 2014: pp. 124–137.","din1505-2-1":"Holzinger, Andreas ; Schwarz, Michael ; Ofner, Bernhard ; Jeanquartier, Fleur ; Calero-Valdez, Andre ; Röcker, Carsten ; Ziefle, Martina: Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In: Teufel, S. ; Min, T. A. ; You, I. ; Weippl, E. (Hrsg.): Availability, Reliability, and Security in Information Systems , Lecture Notes in Computer Science. Bd. 8708. Cham : Springer, 2014, S. 124–137","apa":"Holzinger, A., Schwarz, M., Ofner, B., Jeanquartier, F., Calero-Valdez, A., Röcker, C., & Ziefle, M. (2014). Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In S. Teufel, T. A. Min, I. You, & E. Weippl (Eds.), Availability, Reliability, and Security in Information Systems (Vol. 8708, pp. 124–137). Cham: Springer. https://doi.org/10.1007/978-3-319-10975-6_9","mla":"Holzinger, Andreas, et al. “Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.” Availability, Reliability, and Security in Information Systems , edited by Stephanie Teufel et al., vol. 8708, Springer, 2014, pp. 124–37, doi:10.1007/978-3-319-10975-6_9.","short":"A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez, C. Röcker, M. Ziefle, in: S. Teufel, T.A. Min, I. You, E. Weippl (Eds.), Availability, Reliability, and Security in Information Systems , Springer, Cham, 2014, pp. 124–137.","ama":"Holzinger A, Schwarz M, Ofner B, et al. Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In: Teufel S, Min TA, You I, Weippl E, eds. Availability, Reliability, and Security in Information Systems . Vol 8708. Lecture Notes in Computer Science. Cham: Springer; 2014:124-137. doi:10.1007/978-3-319-10975-6_9","chicago":"Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier, Andre Calero-Valdez, Carsten Röcker, and Martina Ziefle. “Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.” In Availability, Reliability, and Security in Information Systems , edited by Stephanie Teufel, Tjoa A Min, Ilsun You, and Edgar Weippl, 8708:124–37. Lecture Notes in Computer Science. Cham: Springer, 2014. https://doi.org/10.1007/978-3-319-10975-6_9."},"publisher":"Springer","oa":"1","intvolume":" 8708","series_title":"Lecture Notes in Computer Science","publication":" Availability, Reliability, and Security in Information Systems ","conference":{"end_date":"2014-09-12","start_date":"2014-09-08","location":"Fribourg, Switzerland","name":"5 International Cross-Domain Conference, CD-ARES 2014 and 4th International Workshop on Security and Cognitive Informatics for Homeland Defense, SeCIHD 2014"},"title":"Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers","department":[{"_id":"DEP5023"}],"publication_status":"published","publication_identifier":{"eisbn":["978-3-319-10975-6"],"isbn":["978-3-319-10974-9"]},"doi":"10.1007/978-3-319-10975-6_9","keyword":["Data Visualization","Longitudinal Data","Time Series","Multi-Touch","Mobile Computing"],"volume":8708,"type":"conference","_id":"4371","page":"124 - 137","editor":[{"first_name":"Stephanie ","full_name":"Teufel, Stephanie ","last_name":"Teufel"},{"full_name":"Min, Tjoa A ","last_name":"Min","first_name":"Tjoa A "},{"first_name":"Ilsun ","full_name":"You, Ilsun ","last_name":"You"},{"full_name":"Weippl, Edgar ","last_name":"Weippl","first_name":"Edgar "}],"abstract":[{"lang":"eng","text":"A major challenge in modern data-centric medicine is the increasing amount of time-dependent data, which requires efficient user-friendly solutions for dealing with such data. To create an effective and efficient knowledge discovery process, it is important to support common data manipulation tasks by creating quick, responsive and intuitive interaction methods. In this paper we describe some methods for interactive longitudinal data visualization with focus on the usage of mobile multi-touch devices as interaction medium, based on our design and development experiences. We argue that when it comes to longitudinal data this device category offers remarkable additional interaction benefits compared to standard point-and-click desktop computer devices. An important advantage of multi-touch devices arises when interacting with particularly large longitudinal data sets: Complex, coupled interactions such as zooming into a region and scrolling around almost simultaneously is more easily achieved with the possibilities of a multi-touch device than compared to a regular mouse-based interaction device."}],"place":"Cham","status":"public","author":[{"last_name":"Holzinger","full_name":"Holzinger, Andreas","first_name":"Andreas"},{"last_name":"Schwarz","full_name":"Schwarz, Michael","first_name":"Michael"},{"full_name":"Ofner, Bernhard","last_name":"Ofner","first_name":"Bernhard"},{"last_name":"Jeanquartier","full_name":"Jeanquartier, Fleur","first_name":"Fleur"},{"last_name":"Calero-Valdez","full_name":"Calero-Valdez, Andre","first_name":"Andre"},{"first_name":"Carsten","full_name":"Röcker, Carsten","id":"61525","last_name":"Röcker"},{"first_name":"Martina","full_name":"Ziefle, Martina","last_name":"Ziefle"}],"main_file_link":[{"open_access":"1"}],"date_created":"2021-01-14T10:13:18Z","language":[{"iso":"eng"}],"date_updated":"2023-03-15T13:49:52Z","year":2014,"user_id":"15514"},{"publisher":"Hochschule Ostwestfalen-Lippe","citation":{"chicago":"Denninger, Fabian. Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe, 2008.","short":"F. Denninger, Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”., Hochschule Ostwestfalen-Lippe, Lemgo, 2008.","mla":"Denninger, Fabian. Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Hochschule Ostwestfalen-Lippe, 2008.","din1505-2-1":"Denninger, Fabian: Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung „Ökotouch“. Lemgo : Hochschule Ostwestfalen-Lippe, 2008","bjps":"Denninger F (2008) Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung ‘Ökotouch’. Lemgo: Hochschule Ostwestfalen-Lippe.","chicago-de":"Denninger, Fabian. 2008. Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung „Ökotouch“. Lemgo: Hochschule Ostwestfalen-Lippe.","havard":"F. Denninger, Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”., Hochschule Ostwestfalen-Lippe, Lemgo, 2008.","ufg":"Denninger, Fabian (2008): Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung „Ökotouch“., Lemgo.","ama":"Denninger F. Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe; 2008.","apa":"Denninger, F. (2008). Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe.","van":"Denninger F. Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe; 2008. 134 p.","ieee":"F. Denninger, Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe, 2008."},"type":"bachelor_thesis","_id":"1436","page":"134","place":"Lemgo","status":"public","author":[{"full_name":"Denninger, Fabian","last_name":"Denninger","first_name":"Fabian"}],"date_created":"2019-06-12T09:18:56Z","language":[{"iso":"ger"}],"supervisor":[{"last_name":"Falkemeier","id":"29084","full_name":"Falkemeier, Guido","first_name":"Guido"}],"title":"Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung \"Ökotouch\".","department":[{"_id":"DEP2001"}],"publication_status":"published","date_updated":"2023-03-15T13:49:36Z","year":2008,"keyword":["Multi-Touch","Multitouch Multitouch"],"user_id":"45673","ddc":["004"]}]