[{"file":[{"creator":"f6x-0e0","access_level":"closed","date_updated":"2025-07-31T11:35:18Z","relation":"main_file","content_type":"application/pdf","file_name":"fbioe-1-1609369.pdf","date_created":"2025-07-31T09:24:49Z","file_size":2935650,"file_id":"13102"}],"keyword":["in-situ","permittivity","dielectric spectroscopy","signal preprocessing","dynamic threshold","static threshold","anomaly validation","Pichia pastoris"],"abstract":[{"lang":"eng","text":"Introduction: In-line sensors, which are crucial for real-time (bio-) process monitoring, can suffer from anomalies. These signal spikes and shifts compromise process control. Due to the dynamic and non-stationary nature of bioprocess signals, addressing these issues requires specialized preprocessing. However, existing anomaly detection methods often fail for real-time applications.\r\n\r\nMethods: This study addresses a common yet critical issue: developing a robust and easy-to-implement algorithm for real-time anomaly detection and removal for in-line permittivity sensor measurement. Recombinant Pichia pastoris cultivations served as a case study. Trivial approaches, such as moving average filtering, do not adequately capture the complexity of the problem. However, our method provides a structured solution through three consecutive steps: 1) Signal preprocessing to reduce noise and eliminate context dependency; 2) Anomaly detection using threshold-based identification; 3) Validation and removal of identified anomalies.\r\n\r\nResults and discussion: We demonstrate that our approach effectively detects and removes anomalies by compensating signal shift value, while remaining computationally efficient and practical for real-time use. It achieves an F1-score of 0.79 with a static threshold of 1.06 pF/cm and a double rolling aggregate transformer using window sizes w1 = 1 and w2 = 15. This flexible and scalable algorithm has the potential to bridge a crucial gap in process real-time analytics and control."}],"year":"2025","user_id":"64952","department":[{"_id":"DEP4028"},{"_id":"DEP4000"}],"status":"public","article_type":"original","date_updated":"2025-10-10T07:46:08Z","doi":"10.3389/fbioe.2025.1609369","file_date_updated":"2025-07-31T11:35:18Z","quality_controlled":"1","type":"scientific_journal_article","publisher":"Frontiers Media SA","_id":"13101","oa":"1","article_number":"1609369","publication":"Frontiers in Bioengineering and Biotechnology","main_file_link":[{"open_access":"1","url":"https://doi.org/10.3389/fbioe.2025.1609369"}],"title":"Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses","has_accepted_license":"1","intvolume":"        13","author":[{"full_name":"Bolmanis, Emils","last_name":"Bolmanis","first_name":"Emils"},{"id":"85335","last_name":"Uhlendorff","full_name":"Uhlendorff, Selina","first_name":"Selina"},{"first_name":"Miriam","full_name":"Pein-Hackelbusch, Miriam","last_name":"Pein-Hackelbusch","id":"64952","orcid":"0000-0002-7920-0595"},{"first_name":"Vytautas","last_name":"Galvanauskas","full_name":"Galvanauskas, Vytautas"},{"first_name":"Oskars","full_name":"Grigs, Oskars","last_name":"Grigs"}],"publication_identifier":{"eissn":["2296-4185"]},"ddc":["570"],"place":"Lausanne","citation":{"ufg":"<b>Bolmanis, Emils u. a.</b>: Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses, in: <i>Frontiers in Bioengineering and Biotechnology</i> 13 (2025).","chicago-de":"Bolmanis, Emils, Selina Uhlendorff, Miriam Pein-Hackelbusch, Vytautas Galvanauskas und Oskars Grigs. 2025. Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses. <i>Frontiers in Bioengineering and Biotechnology</i> 13. doi:<a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">10.3389/fbioe.2025.1609369</a>, .","short":"E. Bolmanis, S. Uhlendorff, M. Pein-Hackelbusch, V. Galvanauskas, O. Grigs, Frontiers in Bioengineering and Biotechnology 13 (2025).","mla":"Bolmanis, Emils, et al. “Anomaly Detection and Removal Strategies for In-Line Permittivity Sensor Signal Used in Bioprocesses.” <i>Frontiers in Bioengineering and Biotechnology</i>, vol. 13, 1609369, 2025, <a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">https://doi.org/10.3389/fbioe.2025.1609369</a>.","apa":"Bolmanis, E., Uhlendorff, S., Pein-Hackelbusch, M., Galvanauskas, V., &#38; Grigs, O. (2025). Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses. <i>Frontiers in Bioengineering and Biotechnology</i>, <i>13</i>, Article 1609369. <a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">https://doi.org/10.3389/fbioe.2025.1609369</a>","havard":"E. Bolmanis, S. Uhlendorff, M. Pein-Hackelbusch, V. Galvanauskas, O. Grigs, Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses, Frontiers in Bioengineering and Biotechnology. 13 (2025).","chicago":"Bolmanis, Emils, Selina Uhlendorff, Miriam Pein-Hackelbusch, Vytautas Galvanauskas, and Oskars Grigs. “Anomaly Detection and Removal Strategies for In-Line Permittivity Sensor Signal Used in Bioprocesses.” <i>Frontiers in Bioengineering and Biotechnology</i> 13 (2025). <a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">https://doi.org/10.3389/fbioe.2025.1609369</a>.","bjps":"<b>Bolmanis E <i>et al.</i></b> (2025) Anomaly Detection and Removal Strategies for In-Line Permittivity Sensor Signal Used in Bioprocesses. <i>Frontiers in Bioengineering and Biotechnology</i> <b>13</b>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Bolmanis, Emils</span> ; <span style=\"font-variant:small-caps;\">Uhlendorff, Selina</span> ; <span style=\"font-variant:small-caps;\">Pein-Hackelbusch, Miriam</span> ; <span style=\"font-variant:small-caps;\">Galvanauskas, Vytautas</span> ; <span style=\"font-variant:small-caps;\">Grigs, Oskars</span>: Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses. In: <i>Frontiers in Bioengineering and Biotechnology</i> Bd. 13. Lausanne, Frontiers Media SA (2025)","van":"Bolmanis E, Uhlendorff S, Pein-Hackelbusch M, Galvanauskas V, Grigs O. Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses. Frontiers in Bioengineering and Biotechnology. 2025;13.","ama":"Bolmanis E, Uhlendorff S, Pein-Hackelbusch M, Galvanauskas V, Grigs O. Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses. <i>Frontiers in Bioengineering and Biotechnology</i>. 2025;13. doi:<a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">10.3389/fbioe.2025.1609369</a>","ieee":"E. Bolmanis, S. Uhlendorff, M. Pein-Hackelbusch, V. Galvanauskas, and O. Grigs, “Anomaly detection and removal strategies for in-line permittivity sensor signal used in bioprocesses,” <i>Frontiers in Bioengineering and Biotechnology</i>, vol. 13, Art. no. 1609369, 2025, doi: <a href=\"https://doi.org/10.3389/fbioe.2025.1609369\">10.3389/fbioe.2025.1609369</a>."},"language":[{"iso":"eng"}],"date_created":"2025-07-31T09:23:31Z","publication_status":"published","volume":13},{"publication":"eptides : an international journal ","_id":"13221","article_number":"171440","author":[{"full_name":"van Walraven, Nathalie","id":"83427","last_name":"van Walraven","first_name":"Nathalie"},{"first_name":"Richard J.","full_name":"FitzGerald, Richard J.","last_name":"FitzGerald"},{"first_name":"Hans-Jürgen","last_name":"Danneel","id":"12231","full_name":"Danneel, Hans-Jürgen"},{"full_name":"Amigo-Benavent, Miryam","last_name":"Amigo-Benavent","first_name":"Miryam"}],"intvolume":"       193","publication_identifier":{"issn":["0196-9781"]},"place":"Amsterdam [u.a.]","citation":{"chicago-de":"van Walraven, Nathalie, Richard J. FitzGerald, Hans-Jürgen Danneel und Miryam Amigo-Benavent. 2025. Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence. <i>eptides : an international journal </i> 193, Nr. 11. doi:<a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">10.1016/j.peptides.2025.171440</a>, .","chicago":"Walraven, Nathalie van, Richard J. FitzGerald, Hans-Jürgen Danneel, and Miryam Amigo-Benavent. “Bioactive Peptides in Cosmetic Formulations: Review of Current in Vitro and Ex Vivo Evidence.” <i>Eptides : An International Journal </i> 193, no. 11 (2025). <a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">https://doi.org/10.1016/j.peptides.2025.171440</a>.","ufg":"<b>Walraven, Nathalie van u. a.</b>: Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence, in: <i>eptides : an international journal </i> 193 (2025), H. 11.","apa":"van Walraven, N., FitzGerald, R. J., Danneel, H.-J., &#38; Amigo-Benavent, M. (2025). Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence. <i>Eptides : An International Journal </i>, <i>193</i>(11), Article 171440. <a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">https://doi.org/10.1016/j.peptides.2025.171440</a>","mla":"van Walraven, Nathalie, et al. “Bioactive Peptides in Cosmetic Formulations: Review of Current in Vitro and Ex Vivo Evidence.” <i>Eptides : An International Journal </i>, vol. 193, no. 11, 171440, 2025, <a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">https://doi.org/10.1016/j.peptides.2025.171440</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">van Walraven, Nathalie</span> ; <span style=\"font-variant:small-caps;\">FitzGerald, Richard J.</span> ; <span style=\"font-variant:small-caps;\">Danneel, Hans-Jürgen</span> ; <span style=\"font-variant:small-caps;\">Amigo-Benavent, Miryam</span>: Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence. In: <i>eptides : an international journal </i> Bd. 193. Amsterdam [u.a.], Elsevier BV (2025), Nr. 11","short":"N. van Walraven, R.J. FitzGerald, H.-J. Danneel, M. Amigo-Benavent, Eptides : An International Journal  193 (2025).","bjps":"<b>van Walraven N <i>et al.</i></b> (2025) Bioactive Peptides in Cosmetic Formulations: Review of Current in Vitro and Ex Vivo Evidence. <i>eptides : an international journal </i> <b>193</b>.","ama":"van Walraven N, FitzGerald RJ, Danneel HJ, Amigo-Benavent M. Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence. <i>eptides : an international journal </i>. 2025;193(11). doi:<a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">10.1016/j.peptides.2025.171440</a>","van":"van Walraven N, FitzGerald RJ, Danneel HJ, Amigo-Benavent M. Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence. eptides : an international journal . 2025;193(11).","havard":"N. van Walraven, R.J. FitzGerald, H.-J. Danneel, M. Amigo-Benavent, Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence, Eptides : An International Journal . 193 (2025).","ieee":"N. van Walraven, R. J. FitzGerald, H.-J. Danneel, and M. Amigo-Benavent, “Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence,” <i>eptides : an international journal </i>, vol. 193, no. 11, Art. no. 171440, 2025, doi: <a href=\"https://doi.org/10.1016/j.peptides.2025.171440\">10.1016/j.peptides.2025.171440</a>."},"language":[{"iso":"eng"}],"date_created":"2025-09-26T15:05:54Z","publication_status":"published","volume":193,"title":"Bioactive peptides in cosmetic formulations: Review of current in vitro and ex vivo evidence","user_id":"83781","year":"2025","department":[{"_id":"DEP4028"}],"status":"public","keyword":["Bioactive peptides","Cosmetic peptides","In vitro studies","Matrikines : Whitening : Antioxidant : Antimicrobial : Neurotransmitter inhibition","Carrier peptides","Immunomodulatory"],"abstract":[{"lang":"eng","text":"Bioactive peptides are increasingly employed in cosmetic products and these are generically known as cosmetic peptides. This review aims to provide an update on current information related to commercially available cosmetic peptides, and the in vitro and ex vivo evidence for their potential biological effects. A total of 102 commercially available cosmetic peptides were identified. The majority of these peptides are inspired by molecules already found in the human body, including sequences from extracellular matrix molecules, also known as matrikines. Cosmetic peptides are produced either through chemical synthesis or via biotechnological processes. Their claimed biological activities include signaling to increase collagen and hyaluronic acid production, modulation of pigmentation, maintenance of a healthy skin microbiome, antioxidant activity and cellular defense, immunomodulation, neurotransmitter inhibition, enzyme activity inhibition and trace mineral carriers. The primary structure and current scientific evidence for the bioactivities of these peptides are presented and discussed. The review highlights the diverse methodological approaches used and the outcomes measured in the assessment of cosmetic peptide efficacy. Overall, a large range of cosmetic peptides are commercially available whose efficacy is supported by divergent levels of in vitro and ex vivo data."}],"type":"scientific_journal_article","publisher":"Elsevier BV","issue":"11","date_updated":"2025-10-06T13:19:57Z","doi":"10.1016/j.peptides.2025.171440"},{"date_updated":"2024-11-15T07:45:13Z","file_date_updated":"2024-11-06T13:09:11Z","publisher":"Technische Hochschule Ostwestfalen-Lippe","type":"bachelor_thesis","supervisor":[{"id":"76148","last_name":"Stache","full_name":"Stache, Anke","first_name":"Anke"},{"first_name":"Carolin","full_name":"Krallmann, Carolin","id":"74323","last_name":"Krallmann"}],"file":[{"creator":"225-dsm","access_level":"closed","date_updated":"2024-11-06T13:09:11Z","relation":"main_file","file_name":"Magazin_Nostalgia_Doppelseiten_Marvin_Henning.pdf","content_type":"application/pdf","date_created":"2024-09-03T08:11:50Z","file_size":94767426,"file_id":"11866"},{"date_created":"2024-09-03T08:11:46Z","file_id":"11867","file_size":86621324,"relation":"main_file","content_type":"application/pdf","file_name":"Theoretischer_Teil_und_Dokumentation_praktischer_Teil_Doppelseiten_Marvin_Henning.pdf","creator":"225-dsm","date_updated":"2024-11-06T13:09:11Z","access_level":"closed"}],"keyword":["Nostalgie","Psychologie","Magazin","Zeitung","Nostalgia","Nostalgie in Medien","Medienpsychologie","Mediennostalgie"],"status":"public","year":"2024","user_id":"83781","department":[{"_id":"DEP2000"}],"has_accepted_license":"1","title":"Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z","alternative_title":["Nostalgia Magazin"],"place":"Detmold","citation":{"havard":"M. Henning, Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z, Technische Hochschule Ostwestfalen-Lippe, Detmold, n.d.","short":"M. Henning, Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z, Technische Hochschule Ostwestfalen-Lippe, Detmold, n.d.","apa":"Henning, M. (n.d.). <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Technische Hochschule Ostwestfalen-Lippe.","mla":"Henning, Marvin. <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Technische Hochschule Ostwestfalen-Lippe.","ufg":"<b>Henning, Marvin</b>: Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z, Detmold o. J.","chicago-de":"Henning, Marvin. <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Detmold: Technische Hochschule Ostwestfalen-Lippe.","ieee":"M. Henning, <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Detmold: Technische Hochschule Ostwestfalen-Lippe.","van":"Henning M. Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z. Detmold: Technische Hochschule Ostwestfalen-Lippe;","ama":"Henning M. <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Technische Hochschule Ostwestfalen-Lippe","bjps":"<b>Henning M</b> (n.d.) <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Detmold: Technische Hochschule Ostwestfalen-Lippe.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Henning, Marvin</span>: <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Detmold : Technische Hochschule Ostwestfalen-Lippe","chicago":"Henning, Marvin. <i>Nostalgie in Medien – Konzeption und Gestaltung eines crossmedialen Magazins für die Generation Z</i>. Detmold: Technische Hochschule Ostwestfalen-Lippe, n.d."},"language":[{"iso":"ger"},{"iso":"eng"}],"date_created":"2024-09-03T08:18:52Z","publication_status":"submitted","author":[{"id":"78078","last_name":"Henning","full_name":"Henning, Marvin","first_name":"Marvin"}],"ddc":["760"],"_id":"11865"},{"edition":"1","publication":"Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel","_id":"7734","publication_identifier":{"unknown":["978-3-910103-00-9"]},"author":[{"full_name":"Stuke, Tobias","last_name":"Stuke","id":"79141","first_name":"Tobias"},{"full_name":"Bartsch, Thomas","last_name":"Bartsch","id":"43513","first_name":"Thomas"},{"last_name":"Rauschenbach","full_name":"Rauschenbach, Thomas","first_name":"Thomas"}],"publication_status":"published","language":[{"iso":"ger"}],"date_created":"2022-04-22T11:44:38Z","citation":{"mla":"Stuke, Tobias, et al. “Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie.” <i>Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel</i>, edited by Christian Härle et al., 1st ed., Open Access, 2022, pp. 145–54, <a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>.","apa":"Stuke, T., Bartsch, T., &#38; Rauschenbach, T. (2022). Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie. In C. Härle, J. Jäkel, G. Sand, &#38; Hochschule für Technik, Wirtschaft und Kultur Leipzig (Eds.), <i>Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel</i> (1st ed., pp. 145–154). Open Access. <a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Stuke, Tobias</span> ; <span style=\"font-variant:small-caps;\">Bartsch, Thomas</span> ; <span style=\"font-variant:small-caps;\">Rauschenbach, Thomas</span> ; <span style=\"font-variant:small-caps;\">Härle, C.</span> ; <span style=\"font-variant:small-caps;\">Jäkel, J.</span> ; <span style=\"font-variant:small-caps;\">Sand, G.</span> ; <span style=\"font-variant:small-caps;\">Hochschule für Technik, Wirtschaft und Kultur Leipzig</span> (Hrsg.): <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>. 1. Aufl. Pforzheim : Open Access, 2022","bjps":"<b>Stuke T, Bartsch T and Rauschenbach T</b> (2022) <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>, 1st ed., Härle C et al. (eds). Pforzheim: Open Access.","short":"T. Stuke, T. Bartsch, T. Rauschenbach, Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie, 1st ed., Open Access, Pforzheim, 2022.","chicago-de":"Stuke, Tobias, Thomas Bartsch und Thomas Rauschenbach. 2022. <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>. Hg. von Christian Härle, Jens Jäkel, Guido Sand, und Hochschule für Technik, Wirtschaft und Kultur Leipzig. <i>Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel</i>. 1. Aufl. Pforzheim: Open Access. doi:<a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>, .","chicago":"Stuke, Tobias, Thomas Bartsch, and Thomas Rauschenbach. <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>. Edited by Christian Härle, Jens Jäkel, Guido Sand, and Hochschule für Technik, Wirtschaft und Kultur Leipzig. <i>Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel</i>. 1st ed. Pforzheim: Open Access, 2022. <a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>.","ufg":"<b>Stuke, Tobias/Bartsch, Thomas/Rauschenbach, Thomas</b>: Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie, hg. von Härle, Christian u. a., Pforzheim <sup>1</sup>2022.","havard":"T. Stuke, T. Bartsch, T. Rauschenbach, Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie, 1st ed., Open Access, Pforzheim, 2022.","ieee":"T. Stuke, T. Bartsch, and T. Rauschenbach, <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>, 1st ed. Pforzheim: Open Access, 2022, pp. 145–154. doi: <a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>.","ama":"Stuke T, Bartsch T, Rauschenbach T. <i>Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie</i>. 1st ed. (Härle C, Jäkel J, Sand G, Hochschule für Technik, Wirtschaft und Kultur Leipzig, eds.). Open Access; 2022:145-154. doi:<a href=\"https://doi.org/10.33968/2022.14\">https://doi.org/10.33968/2022.14</a>","van":"Stuke T, Bartsch T, Rauschenbach T. Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie. 1st ed. Härle C, Jäkel J, Sand G, Hochschule für Technik, Wirtschaft und Kultur Leipzig, editors. Tagungsband AALE 2022: Wissenstransfer im Spannungsfeld von Autonomisierung und Fachkräftemangel. Pforzheim: Open Access; 2022."},"place":"Pforzheim","title":"Adaptiver Griff-in-die-Kiste – Die methodische Lücke zwischen Forschung und Industrie","corporate_editor":["Hochschule für Technik, Wirtschaft und Kultur Leipzig"],"department":[{"_id":"DEP7015"}],"year":"2022","user_id":"83781","status":"public","keyword":["Griff-in-die-Kiste","Bildverarbeitung","Robotik","Deep Learning","lernende Verfahren","regelbasierte Verfahren"],"page":"145 – 154","conference":{"location":"Pforzheim","start_date":"2022-03-09","end_date":"2022-03-11","name":"18. Konferenz für Angewandte Auto­mati­sierungs­technik in Lehre und Entwicklung an Hochschulen (AALE)"},"abstract":[{"lang":"eng","text":"    Der Konferenzbeitrag zeigt den Forschungs- und Technikstand bezüglich des Griff-in-die-Kiste auf. Basierend auf einer Literaturrecherche werden Beispiele für regelbasierte und lernende Verfahren vorgestellt. Anschließend erfolgt eine systematische Gegenüberstellung der Verfahren. Hierfür werden die Anforderungen, die ein Griff-in-die-Kiste-System zu erfüllen hat, dargelegt. Die Kriterien resultieren aus einer Expertenbefragung des produktionstechnischen Umfelds der Weidmüller Gruppe. Neben den Anforderungen werden die Gewichtungen zur Bildung einer Rangfolge ermittelt. Die erarbeiteten Anforderungen dienen anschließend zur Bewertung der regelbasierten und lernenden Verfahren. Die Analyse mündet in einer methodischen Lücke zwischen beiden Paradigmen und stellt die Ausgangsbasis für die weitere Arbeit zur Entwicklung des industriellen Griff-in-die-Kiste dar. Abschließend werden erste Arbeitsergebnisse zur Objekterkennung von Reihenklemmen veröffentlicht. In einer Untersuchung werden die Zuverlässigkeit, die Robustheit sowie die Einrichtdauer einer Objekterkennung mithilfe von Deep Learning ermittelt. Das angestrebte Forschungsergebnis stellt einen Entwicklungsschritt von automatisierten Systemen, die in einem definierten Wirkbereich eigenständig arbeiten, zu autonomen Systemen, die selbstständig auf zeitvariante Größen reagieren, dar."}],"type":"conference_editor_article","editor":[{"full_name":"Härle, Christian","last_name":"Härle","first_name":"Christian"},{"first_name":"Jens","full_name":"Jäkel, Jens","last_name":"Jäkel"},{"full_name":"Sand, Guido","last_name":"Sand","first_name":"Guido"}],"publisher":"Open Access","date_updated":"2024-08-08T13:55:46Z","doi":"https://doi.org/10.33968/2022.14"},{"year":"2022","user_id":"83781","publication":"Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2","status":"public","keyword":["Artificial Intelligence in Higher Education","Design-based Research","Intelligent Tutoring System","Participatory Technology Design","Scoping Review"],"_id":"12796","page":"179-186","conference":{"location":"Online","end_date":"2022-04-24","start_date":"2022-04-22","name":"14th International Conference on Computer Supported Education (CSEDU)"},"abstract":[{"lang":"eng","text":"This Design-Based Research (DBR) project aims to develop an intelligent tutoring system (ITS) for higher education. The system will collect teaching and learning materials in audio and video formats (e.g., podcasts, lecture recordings, screencasts, and explainer videos), and store them on a learning experience platform (LXP). Then, the ITS will process them with the help of speech recognition to gain data which, in turn, will be used to power further applications: Using artificial intelligence (AI), the platform will allow users to search the materials, automatically compiling them according to criteria like lesson subject, language, medium, or required prior knowledge. By the end of the last DBR cycle, the ITS will also provide a more active form of support: It will automatically generate exercises based on predefined patterns and teaching materials, thus allowing learners to check up on their learning progress autonomously. In order to closely match the ITS's features to the needs and learning habits of students in higher education, the development of this AI-based tutoring system is accompanied by an interdisciplinary team which will continuously re-evaluate and adapt the concept over the course of several DBR cycles. Our goal is to derive implications for the system's technical development by collecting and evaluating educational research data (mixed methods design; primary and secondary research methods)."}],"publication_identifier":{"eisbn":["978-989-758-562-3"]},"author":[{"first_name":"Tobias","id":"71782","last_name":"Schmohl","full_name":"Schmohl, Tobias","orcid":"https://orcid.org/0000-0002-7043-5582"},{"full_name":"Schelling, Kathrin","last_name":"Schelling","id":"81212","first_name":"Kathrin"},{"full_name":"Go, Stefanie","last_name":"Go","id":"86007","first_name":"Stefanie"},{"full_name":"Thaler, Katrin Jana","last_name":"Thaler","id":"74178","first_name":"Katrin Jana"},{"first_name":"Alice","full_name":"Watanabe, Alice","id":"76856","last_name":"Watanabe"}],"type":"conference_editor_article","editor":[{"last_name":"Cukurova","full_name":"Cukurova, Mutlu ","first_name":"Mutlu "},{"first_name":"Nikol ","last_name":"Rummel","full_name":"Rummel, Nikol "},{"last_name":"Gillet","full_name":"Gillet, Denis ","first_name":"Denis "},{"first_name":"Bruce ","full_name":"McLaren, Bruce ","last_name":"McLaren"},{"first_name":"James ","last_name":"Uhomoibhi","full_name":"Uhomoibhi, James "}],"publication_status":"published","language":[{"iso":"eng"}],"date_created":"2025-04-15T12:23:55Z","publisher":"SCITEPRESS - Science and Technology Publications","citation":{"van":"Schmohl T, Schelling K, Go S, Thaler KJ, Watanabe A. Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology. Cukurova M, Rummel N, Gillet D, McLaren B, Uhomoibhi J, editors. Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2. SCITEPRESS - Science and Technology Publications; 2022.","ama":"Schmohl T, Schelling K, Go S, Thaler KJ, Watanabe A. <i>Development, Implementation and Acceptance of an AI-Based Tutoring System: A Research-Led Methodology</i>. (Cukurova M, Rummel N, Gillet D, McLaren B, Uhomoibhi J, eds.). SCITEPRESS - Science and Technology Publications; 2022:179-186. doi:<a href=\"https://doi.org/10.5220/0011068500003182\">10.5220/0011068500003182</a>","ieee":"T. Schmohl, K. Schelling, S. Go, K. J. Thaler, and A. Watanabe, <i>Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology</i>. SCITEPRESS - Science and Technology Publications, 2022, pp. 179–186. doi: <a href=\"https://doi.org/10.5220/0011068500003182\">10.5220/0011068500003182</a>.","havard":"T. Schmohl, K. Schelling, S. Go, K.J. Thaler, A. Watanabe, Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology, SCITEPRESS - Science and Technology Publications, 2022.","chicago-de":"Schmohl, Tobias, Kathrin Schelling, Stefanie Go, Katrin Jana Thaler und Alice Watanabe. 2022. <i>Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology</i>. Hg. von Mutlu  Cukurova, Nikol  Rummel, Denis  Gillet, Bruce  McLaren, und James  Uhomoibhi. <i>Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2</i>. SCITEPRESS - Science and Technology Publications. doi:<a href=\"https://doi.org/10.5220/0011068500003182\">10.5220/0011068500003182</a>, .","chicago":"Schmohl, Tobias, Kathrin Schelling, Stefanie Go, Katrin Jana Thaler, and Alice Watanabe. <i>Development, Implementation and Acceptance of an AI-Based Tutoring System: A Research-Led Methodology</i>. Edited by Mutlu  Cukurova, Nikol  Rummel, Denis  Gillet, Bruce  McLaren, and James  Uhomoibhi. <i>Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2</i>. SCITEPRESS - Science and Technology Publications, 2022. <a href=\"https://doi.org/10.5220/0011068500003182\">https://doi.org/10.5220/0011068500003182</a>.","ufg":"<b>Schmohl, Tobias u. a.</b>: Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology, hg. von Cukurova, Mutlu u. a., o. O. 2022.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Schmohl, Tobias</span> ; <span style=\"font-variant:small-caps;\">Schelling, Kathrin</span> ; <span style=\"font-variant:small-caps;\">Go, Stefanie</span> ; <span style=\"font-variant:small-caps;\">Thaler, Katrin Jana</span> ; <span style=\"font-variant:small-caps;\">Watanabe, Alice</span> ; <span style=\"font-variant:small-caps;\">Cukurova, M.</span> ; <span style=\"font-variant:small-caps;\">Rummel, N.</span> ; <span style=\"font-variant:small-caps;\">Gillet, D.</span> ; <span style=\"font-variant:small-caps;\">McLaren, B.</span> ; <span style=\"font-variant:small-caps;\">Uhomoibhi, J.</span> (Hrsg.): <i>Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology</i> : SCITEPRESS - Science and Technology Publications, 2022","apa":"Schmohl, T., Schelling, K., Go, S., Thaler, K. J., &#38; Watanabe, A. (2022). Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology. In M. Cukurova, N. Rummel, D. Gillet, B. McLaren, &#38; J. Uhomoibhi (Eds.), <i>Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2</i> (pp. 179–186). SCITEPRESS - Science and Technology Publications. <a href=\"https://doi.org/10.5220/0011068500003182\">https://doi.org/10.5220/0011068500003182</a>","mla":"Schmohl, Tobias, et al. “Development, Implementation and Acceptance of an AI-Based Tutoring System: A Research-Led Methodology.” <i>Proceedings of the 14th International Conference on Computer Supported Education - Vol. 2</i>, edited by Mutlu  Cukurova et al., SCITEPRESS - Science and Technology Publications, 2022, pp. 179–86, <a href=\"https://doi.org/10.5220/0011068500003182\">https://doi.org/10.5220/0011068500003182</a>.","bjps":"<b>Schmohl T <i>et al.</i></b> (2022) <i>Development, Implementation and Acceptance of an AI-Based Tutoring System: A Research-Led Methodology</i>, Cukurova M et al. (eds). SCITEPRESS - Science and Technology Publications.","short":"T. Schmohl, K. Schelling, S. Go, K.J. Thaler, A. Watanabe, Development, Implementation and Acceptance of an AI-Based Tutoring System: A Research-Led Methodology, SCITEPRESS - Science and Technology Publications, 2022."},"title":"Development, Implementation and Acceptance of an AI-based Tutoring System: A Research-Led Methodology","date_updated":"2025-06-26T13:40:15Z","doi":"10.5220/0011068500003182"},{"publication":"Microelectronics reliability : an internat. journal & world abstracting service","article_number":"114684","_id":"9206","date_created":"2022-12-11T13:13:46Z","language":[{"iso":"eng"}],"publication_status":"published","volume":138,"place":"Amsterdam","citation":{"chicago-de":"Song, Jian, Abhay Rammurti Shukla und Roman Probst. 2022. Prediction of failure in time (FIT) of electrical connectors with short term tests. <i>Microelectronics reliability : an internat. journal &#38; world abstracting service</i> 138, Nr. November 2022. doi:<a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">10.1016/j.microrel.2022.114684</a>, .","ufg":"<b>Song, Jian/Shukla, Abhay Rammurti/Probst, Roman</b>: Prediction of failure in time (FIT) of electrical connectors with short term tests, in: <i>Microelectronics reliability : an internat. journal &#38; world abstracting service</i> 138 (2022), H. November 2022.","mla":"Song, Jian, et al. “Prediction of Failure in Time (FIT) of Electrical Connectors with Short Term Tests.” <i>Microelectronics Reliability : An Internat. Journal &#38; World Abstracting Service</i>, vol. 138, no. November 2022, 114684, 2022, <a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">https://doi.org/10.1016/j.microrel.2022.114684</a>.","apa":"Song, J., Shukla, A. R., &#38; Probst, R. (2022). Prediction of failure in time (FIT) of electrical connectors with short term tests. <i>Microelectronics Reliability : An Internat. Journal &#38; World Abstracting Service</i>, <i>138</i>(November 2022), Article 114684. <a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">https://doi.org/10.1016/j.microrel.2022.114684</a>","short":"J. Song, A.R. Shukla, R. Probst, Microelectronics Reliability : An Internat. Journal &#38; World Abstracting Service 138 (2022).","havard":"J. Song, A.R. Shukla, R. Probst, Prediction of failure in time (FIT) of electrical connectors with short term tests, Microelectronics Reliability : An Internat. Journal &#38; World Abstracting Service. 138 (2022).","chicago":"Song, Jian, Abhay Rammurti Shukla, and Roman Probst. “Prediction of Failure in Time (FIT) of Electrical Connectors with Short Term Tests.” <i>Microelectronics Reliability : An Internat. Journal &#38; World Abstracting Service</i> 138, no. November 2022 (2022). <a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">https://doi.org/10.1016/j.microrel.2022.114684</a>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Song, Jian</span> ; <span style=\"font-variant:small-caps;\">Shukla, Abhay Rammurti</span> ; <span style=\"font-variant:small-caps;\">Probst, Roman</span>: Prediction of failure in time (FIT) of electrical connectors with short term tests. In: <i>Microelectronics reliability : an internat. journal &#38; world abstracting service</i> Bd. 138. Amsterdam, Elsevier (2022), Nr. November 2022","bjps":"<b>Song J, Shukla AR and Probst R</b> (2022) Prediction of Failure in Time (FIT) of Electrical Connectors with Short Term Tests. <i>Microelectronics reliability : an internat. journal &#38; world abstracting service</i> <b>138</b>.","van":"Song J, Shukla AR, Probst R. Prediction of failure in time (FIT) of electrical connectors with short term tests. Microelectronics reliability : an internat journal &#38; world abstracting service. 2022;138(November 2022).","ama":"Song J, Shukla AR, Probst R. Prediction of failure in time (FIT) of electrical connectors with short term tests. <i>Microelectronics reliability : an internat journal &#38; world abstracting service</i>. 2022;138(November 2022). doi:<a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">10.1016/j.microrel.2022.114684</a>","ieee":"J. Song, A. R. Shukla, and R. Probst, “Prediction of failure in time (FIT) of electrical connectors with short term tests,” <i>Microelectronics reliability : an internat. journal &#38; world abstracting service</i>, vol. 138, no. November 2022, Art. no. 114684, 2022, doi: <a href=\"https://doi.org/10.1016/j.microrel.2022.114684\">10.1016/j.microrel.2022.114684</a>."},"publication_identifier":{"issn":["0026-2714"]},"author":[{"first_name":"Jian","last_name":"Song","id":"5297","full_name":"Song, Jian"},{"first_name":"Abhay Rammurti","full_name":"Shukla, Abhay Rammurti","last_name":"Shukla","id":"72757"},{"id":"69156","last_name":"Probst","full_name":"Probst, Roman","first_name":"Roman"}],"intvolume":"       138","title":"Prediction of failure in time (FIT) of electrical connectors with short term tests","status":"public","department":[{"_id":"DEP6012"}],"year":"2022","user_id":"83781","abstract":[{"text":"Failure in time (FIT) is an important measure for the reliability of electrical connectors. Due to the very long lifetime of connectors, the tests for the determination of FIT rate are time and labour intensive. In this paper a data driven method using a statistical process to estimate the FIT rate of electrical connectors with data of electrical contact resistance development in short term tests is proposed. The results of prediction are then compared with the results from long term tests. The study shows a strong correlation between contact resistance development in short term tests and the development of the number of failures in later stages of tests. In order to predict the development of degradation precisely, the distribution of resistance data in many different tests with different connectors is investigated. The Generalized Extreme Value Distribution, which reveals an ideal fitting, has been implemented for the prediction of the failure rates of connectors, thereby enabling a remarkable time-lapse of lifetime tests. This method can also be employed in the prognosis and management of system health through the forecast of health of connectors in different systems in operation.","lang":"eng"}],"keyword":["Electrical connectors","Prediction of lifetime","FIT","Correlation between data in short and long term tests","Time-lapse of lifetime tests"],"publisher":"Elsevier","type":"scientific_journal_article","date_updated":"2024-08-05T07:30:51Z","doi":"10.1016/j.microrel.2022.114684","issue":"November 2022"},{"editor":[{"first_name":"Oliver","full_name":"Hall, Oliver","id":"27136","last_name":"Hall"},{"orcid":"https://orcid.org/0000-0002-1185-1113","first_name":"Johanna Julia","last_name":"Dorf","id":"65039","full_name":"Dorf, Johanna Julia"},{"last_name":"Cardinali","id":"58462","full_name":"Cardinali, Marcel","first_name":"Marcel","orcid":"0000-0002-8841-9345"}],"type":"journal_editor","date_updated":"2023-03-15T13:49:58Z","issue":"6","status":"public","corporate_editor":["Technische Hochschule Ostwestfalen-Lippe ","Forschungsschwerpunkt urbanLab"],"department":[{"_id":"DEP1303"},{"_id":"DEP1055"}],"user_id":"45673","year":2020,"abstract":[{"lang":"ger","text":"Seit 2016 erscheint das urbanLab Magazin jährlich als Fachzeitschrift für Stadt- und Regionalplanung mit dem Anspruch Forschung, Lehre und der Praxis in den Planungsdisziplinen des Spannungsfeldes Stadt und Quartier anhand konkreter Themencluster besser zu vernetzen. Wir geben zukunftsweisenden Ideen, Fachbeiträgen, Publikationen und kontroversen Diskussionen eine Plattform und bringen sie unterstützt durch Erkenntnisse aus unserer Forschung auf den Punkt. "}],"keyword":["Forschung und Hochschulentwicklung","Clusterbildung in der Kultur- und Kreativwirtschaft","Kulturangebote mit überregionaler Anziehungskraft"],"publication_status":"published","language":[{"iso":"ger"}],"date_created":"2021-03-23T09:30:01Z","citation":{"havard":"O. Hall, J.J. Dorf, M. Cardinali, Technische Hochschule Ostwestfalen-Lippe , eds., urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung, 2020.","ieee":"O. Hall, J. J. Dorf, M. Cardinali, and Technische Hochschule Ostwestfalen-Lippe , Eds., <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>, no. 6. 2020.","ama":"Hall O, Dorf JJ, Cardinali M, Technische Hochschule Ostwestfalen-Lippe , eds. <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>.; 2020.","van":"Hall O, Dorf JJ, Cardinali M, Technische Hochschule Ostwestfalen-Lippe , editors. urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung. Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten. 2020.","mla":"Hall, Oliver, et al., editors. “urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung.” <i>Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten</i>, no. 6, 2020.","apa":"Hall, O., Dorf, J. J., Cardinali, M., &#38; Technische Hochschule Ostwestfalen-Lippe  (Eds.). (2020). <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>. <i>Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten</i>.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Hall, O.</span> ; <span style=\"font-variant:small-caps;\">Dorf, J. J.</span> ; <span style=\"font-variant:small-caps;\">Cardinali, M.</span> ; <span style=\"font-variant:small-caps;\">Technische Hochschule Ostwestfalen-Lippe </span> (Hrsg.): <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>, 2020","bjps":"<b>Hall O <i>et al.</i> (eds)</b> (2020) <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>. .","short":"O. Hall, J.J. Dorf, M. Cardinali, Technische Hochschule Ostwestfalen-Lippe , eds., urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung, 2020.","chicago":"Hall, Oliver, Johanna Julia Dorf, Marcel Cardinali, and Technische Hochschule Ostwestfalen-Lippe , eds. <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>. <i>Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten</i>, 2020.","chicago-de":"Hall, Oliver, Johanna Julia Dorf, Marcel Cardinali und Technische Hochschule Ostwestfalen-Lippe , Hrsg. 2020. <i>urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung</i>. <i>Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten</i>.","ufg":"<b>Hall, Oliver et. al. (Hgg.) (2020)</b>: urbanLab Magazin - Fachzeitschrift für Stadt- &#38; Quartiersplanung."},"publication_identifier":{"issn":["2566-8900"],"eissn":["2566-8919"]},"title":"urbanLab Magazin - Fachzeitschrift für Stadt- & Quartiersplanung","main_file_link":[{"url":"https://www.yumpu.com/de/document/read/63573359/urbanlab-magazin-2020-mehr-als-provinz","open_access":"1"}],"publication":"Mehr als Provinz - Besondere Stadtentwicklung in Klein- und Mittelstädten","oa":"1","_id":"5312"},{"status":"public","year":2018,"user_id":"45673","corporate_editor":["Department of Production Engineering and Management","Hochschule Ostwestfalen-Lippe"],"department":[{"_id":"DEP7000"},{"_id":"DEP1306"}],"abstract":[{"lang":"eng","text":"Although it is recommended to store goods in a warehouse based on the principle of first in first out, it is still unavoidable to use block storage of storing, for example, long andbulky goods. If the major advantage of block storage in area saving is themost important, the companyhas to accept the removal principle of last in first out or in other words, first in last out. The last goods to be stocked are the first goods to be removed and the first stocked goods are the last to be removed. There are some special observations in the block storage concerned in this paper. The first one is that the goods in the storage ordered by the customers can often not be removed directly from the storage without any stock movement. Theaim is to not only benefit fromthe high-density storage solution but also decrease the negative influence of block storage, especially when pre-stocked goods must be removed at first. The second observation is that during one concerned time period, forexample, one day, there may be several operations of put-away and several operations of order picking for shipment preparation. The third observation is that before goods are put away to storage, which goods to be removed are not always predictable. The preplanned removal dates are quite often unexpected changed. In this paper, scenarios with different dynamic properties and stochastic probabilities have been concerned and defined. Strategies for the three main stages of put-away, i.e. stacking, pre-marshalingand retrieval are defined and examined developed. Simulations have been conducted to examine the strategies based on different scenarios. The aimis to select the right strategy which may reduce the overall relocation operations. It is expected that the sum of blocks movement during put-away i.e. stacking, pre-marshaling, and block retrieval is optimally minimized."}],"page":"101-112","conference":{"location":"Lemgo","name":"Proceedings 8th International Conference","start_date":"2019-10-04","end_date":"2019-10-05"},"keyword":["Block storage","Put-away","Blocks relocation","Block retrieval","Order picking","First in last out","First in first out","Pre-marshalling"],"editor":[{"full_name":"Villmer, Franz-Josef","last_name":"Villmer","first_name":"Franz-Josef"},{"full_name":"Padoano, Elio","last_name":"Padoano","first_name":"Elio"}],"type":"conference","date_updated":"2023-03-15T13:50:00Z","issue":"1","related_material":{"link":[{"relation":"contains","url":"https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM2018_proceedings_web.pdf"}]},"_id":"555","oa":"1","citation":{"bjps":"<b>Li L</b> (2018) Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In Villmer F-J, Padoano E and Department of Production Engineering and Management (eds). Lemgo, pp. 101–112.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Li, Li</span>: Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In: <span style=\"font-variant:small-caps;\">Villmer, F.-J.</span> ; <span style=\"font-variant:small-caps;\">Padoano, E.</span> ; <span style=\"font-variant:small-caps;\">Department of Production Engineering and Management</span> (Hrsg.): . Lemgo, 2018, S. 101–112","chicago":"Li, Li. “Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage.” edited by Franz-Josef Villmer, Elio Padoano, and Department of Production Engineering and Management, 101–12. Lemgo, 2018.","ieee":"L. Li, “Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage,” presented at the Proceedings 8th International Conference, Lemgo, 2018, no. 1, pp. 101–112.","van":"Li L. Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In: Villmer F-J, Padoano E, Department of Production Engineering and Management, editors. Lemgo; 2018. p. 101–12.","ama":"Li L. Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In: Villmer F-J, Padoano E, Department of Production Engineering and Management, eds. Lemgo; 2018:101-112.","short":"L. Li, in: F.-J. Villmer, E. Padoano, Department of Production Engineering and Management (Eds.), Lemgo, 2018, pp. 101–112.","mla":"Li, Li. <i>Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage</i>. Edited by Franz-Josef Villmer et al., no. 1, 2018, pp. 101–12.","apa":"Li, L. (2018). Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In F.-J. Villmer, E. Padoano, &#38; Department of Production Engineering and Management (Eds.) (pp. 101–112). Presented at the Proceedings 8th International Conference, Lemgo.","ufg":"<b>Li, Li (2018)</b>: Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage, in: Franz-Josef Villmer et. al. (Hgg.): , Lemgo, S. 101–112.","chicago-de":"Li, Li. 2018. Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage. In: , hg. von Franz-Josef Villmer, Elio Padoano, und Department of Production Engineering and Management, 101–112. Lemgo.","havard":"L. Li, Put-Away and Retrieval Optimization Strategies towards Reduction of Blocks Relocations in a Block Storage, in: F.-J. Villmer, E. 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