[{"title":"Wireless channel measurement data sets for reproducible performance evaluation in industrial environments","publication_identifier":{"isbn":["9781467379298"]},"author":[{"last_name":"Block","first_name":"Dimitri","full_name":"Block, Dimitri"},{"last_name":"Fliedner","full_name":"Fliedner, Niels Hendrik","first_name":"Niels Hendrik"},{"first_name":"Daniel","full_name":"Toews, Daniel","last_name":"Toews"},{"first_name":"Uwe","full_name":"Meier, Uwe","last_name":"Meier"}],"abstract":[{"text":"Industrial wireless communication in license-free spectrum bands such as the 2.4-GHz-ISM band suffer from motion and multipath effects, which cause a high time- and frequency-variant channel attenuation. Additionally, mutual interference from heterogeneous wireless technologies limits real-time capabilities of industrial wireless technologies. Therefore, performance validations of industrial wireless technologies within appropriate industrial wireless environments are necessary. In this paper, we present the first raw measurement data set publication of an industrial wireless environment characterization in a data repository for free public access to enable transparent industrial wireless technology validation and to enhance their comparability. We characterize the whole license-free 2.4-GHz-ISM band with a time resolution of 110 μs and a frequency resolution of 1MHz in a coexistence scenario with four antennas obstructed by robot arm movements. Additionally, the frequency and time variance of the measured channel attenuations are analyzed.","lang":"eng"}],"publication_status":"published","status":"public","publication":"2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/7301599"}],"date_updated":"2023-03-15T13:49:39Z","department":[{"_id":"DEP5000"}],"date_created":"2020-05-18T15:20:18Z","user_id":"57956","doi":"10.1109/etfa.2015.7301599","year":2015,"citation":{"apa":"Block, D., Fliedner, N. H., Toews, D., &#38; Meier, U. (2015). Wireless channel measurement data sets for reproducible performance evaluation in industrial environments. In <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>.  Luxembourg, Luxembourg. <a href=\"https://doi.org/10.1109/etfa.2015.7301599\">https://doi.org/10.1109/etfa.2015.7301599</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Block, Dimitri</span> ; <span style=\"font-variant:small-caps;\">Fliedner, Niels Hendrik</span> ; <span style=\"font-variant:small-caps;\">Toews, Daniel</span> ; <span style=\"font-variant:small-caps;\">Meier, Uwe</span>: Wireless channel measurement data sets for reproducible performance evaluation in industrial environments. In: <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>, 2015","chicago":"Block, Dimitri, Niels Hendrik Fliedner, Daniel Toews, and Uwe Meier. “Wireless Channel Measurement Data Sets for Reproducible Performance Evaluation in Industrial Environments.” In <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>, 2015. <a href=\"https://doi.org/10.1109/etfa.2015.7301599\">https://doi.org/10.1109/etfa.2015.7301599</a>.","mla":"Block, Dimitri, et al. “Wireless Channel Measurement Data Sets for Reproducible Performance Evaluation in Industrial Environments.” <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>, 2015, doi:<a href=\"https://doi.org/10.1109/etfa.2015.7301599\">10.1109/etfa.2015.7301599</a>.","van":"Block D, Fliedner NH, Toews D, Meier U. Wireless channel measurement data sets for reproducible performance evaluation in industrial environments. In: 2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA). 2015.","ieee":"D. Block, N. H. Fliedner, D. Toews, and U. Meier, “Wireless channel measurement data sets for reproducible performance evaluation in industrial environments,” in <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>,  Luxembourg, Luxembourg, 2015.","bjps":"<b>Block D <i>et al.</i></b> (2015) Wireless Channel Measurement Data Sets for Reproducible Performance Evaluation in Industrial Environments. <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>.","ufg":"<b>Block, Dimitri et. al. (2015)</b>: Wireless channel measurement data sets for reproducible performance evaluation in industrial environments, in: <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>.","chicago-de":"Block, Dimitri, Niels Hendrik Fliedner, Daniel Toews und Uwe Meier. 2015. Wireless channel measurement data sets for reproducible performance evaluation in industrial environments. In: <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>. doi:<a href=\"https://doi.org/10.1109/etfa.2015.7301599,\">10.1109/etfa.2015.7301599,</a> .","havard":"D. Block, N.H. Fliedner, D. Toews, U. Meier, Wireless channel measurement data sets for reproducible performance evaluation in industrial environments, in: 2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA), 2015.","short":"D. Block, N.H. Fliedner, D. Toews, U. Meier, in: 2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA), 2015.","ama":"Block D, Fliedner NH, Toews D, Meier U. Wireless channel measurement data sets for reproducible performance evaluation in industrial environments. In: <i>2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>. ; 2015. doi:<a href=\"https://doi.org/10.1109/etfa.2015.7301599\">10.1109/etfa.2015.7301599</a>"},"type":"conference","conference":{"start_date":"2015-09-08","location":" Luxembourg, Luxembourg","name":"2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","end_date":"2015-09-11"},"quality_controlled":"1","language":[{"iso":"eng"}],"_id":"2375","keyword":["Wireless communication","Wireless sensor networks","Antenna measurements","Attenuation measurement","Extraterrestrial measurements","Time-frequency analysis"]},{"oa":"1","type":"conference","citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Holzinger, Andreas</span> ; <span style=\"font-variant:small-caps;\">Schwarz, Michael</span> ; <span style=\"font-variant:small-caps;\">Ofner, Bernhard</span> ; <span style=\"font-variant:small-caps;\">Jeanquartier, Fleur</span> ; <span style=\"font-variant:small-caps;\">Calero-Valdez, Andre</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span> ; <span style=\"font-variant:small-caps;\">Ziefle, Martina</span>: Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In: <span style=\"font-variant:small-caps;\">Teufel, S.</span> ; <span style=\"font-variant:small-caps;\">Min, T. A.</span> ; <span style=\"font-variant:small-caps;\">You, I.</span> ; <span style=\"font-variant:small-caps;\">Weippl, E.</span> (Hrsg.): <i> Availability, Reliability, and Security in Information Systems </i>, <i>Lecture Notes in Computer Science</i>. Bd. 8708. Cham : Springer, 2014, S. 124–137","apa":"Holzinger, A., Schwarz, M., Ofner, B., Jeanquartier, F., Calero-Valdez, A., Röcker, C., &#38; 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, &#38; E. Weippl (Eds.), <i> Availability, Reliability, and Security in Information Systems </i> (Vol. 8708, pp. 124–137). Cham: Springer. <a href=\"https://doi.org/10.1007/978-3-319-10975-6_9\">https://doi.org/10.1007/978-3-319-10975-6_9</a>","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 <i> Availability, Reliability, and Security in Information Systems </i>, edited by Stephanie  Teufel, Tjoa A  Min, Ilsun  You, and Edgar  Weippl, 8708:124–37. Lecture Notes in Computer Science. Cham: Springer, 2014. <a href=\"https://doi.org/10.1007/978-3-319-10975-6_9\">https://doi.org/10.1007/978-3-319-10975-6_9</a>.","mla":"Holzinger, Andreas, et al. “Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.” <i> Availability, Reliability, and Security in Information Systems </i>, edited by Stephanie  Teufel et al., vol. 8708, Springer, 2014, pp. 124–37, doi:<a href=\"https://doi.org/10.1007/978-3-319-10975-6_9\">10.1007/978-3-319-10975-6_9</a>.","ieee":"A. Holzinger <i>et al.</i>, “Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,” in <i> Availability, Reliability, and Security in Information Systems </i>, 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).","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.","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: <i> Availability, Reliability, and Security in Information Systems </i>, hg. von Stephanie  Teufel, Tjoa A  Min, Ilsun  You, und Edgar  Weippl, 8708:124–137. Lecture Notes in Computer Science. Cham: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-10975-6_9,\">10.1007/978-3-319-10975-6_9,</a> .","bjps":"<b>Holzinger A <i>et al.</i></b> (2014) Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In Teufel S et al. (eds), <i> Availability, Reliability, and Security in Information Systems </i>, vol. 8708. Cham: Springer, pp. 124–137.","ufg":"<b>Holzinger, Andreas et. al. (2014)</b>: Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers, in: Stephanie  Teufel et. al. (Hgg.): <i> Availability, Reliability, and Security in Information Systems </i> (=<i>Lecture Notes in Computer Science 8708</i>), Cham, S. 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. <i> Availability, Reliability, and Security in Information Systems </i>. Vol 8708. Lecture Notes in Computer Science. Cham: Springer; 2014:124-137. doi:<a href=\"https://doi.org/10.1007/978-3-319-10975-6_9\">10.1007/978-3-319-10975-6_9</a>","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."},"conference":{"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","end_date":"2014-09-12"},"editor":[{"first_name":"Stephanie ","full_name":"Teufel, Stephanie ","last_name":"Teufel"},{"full_name":"Min, Tjoa A ","first_name":"Tjoa A ","last_name":"Min"},{"first_name":"Ilsun ","full_name":"You, Ilsun ","last_name":"You"},{"first_name":"Edgar ","full_name":"Weippl, Edgar ","last_name":"Weippl"}],"year":2014,"doi":"10.1007/978-3-319-10975-6_9","series_title":"Lecture Notes in Computer Science","main_file_link":[{"open_access":"1"}],"date_updated":"2023-03-15T13:49:52Z","date_created":"2021-01-14T10:13:18Z","department":[{"_id":"DEP5023"}],"user_id":"15514","keyword":["Data Visualization","Longitudinal Data","Time Series","Multi-Touch","Mobile Computing"],"page":"124 - 137","_id":"4371","language":[{"iso":"eng"}],"place":"Cham","volume":8708,"intvolume":"      8708","publication_identifier":{"eisbn":["978-3-319-10975-6"],"isbn":["978-3-319-10974-9"]},"title":"Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers","publication":" Availability, Reliability, and Security in Information Systems ","status":"public","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."}],"publication_status":"published","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","first_name":"Bernhard","last_name":"Ofner"},{"last_name":"Jeanquartier","full_name":"Jeanquartier, Fleur","first_name":"Fleur"},{"last_name":"Calero-Valdez","full_name":"Calero-Valdez, Andre","first_name":"Andre"},{"full_name":"Röcker, Carsten","first_name":"Carsten","last_name":"Röcker","id":"61525"},{"full_name":"Ziefle, Martina","first_name":"Martina","last_name":"Ziefle"}],"publisher":"Springer"},{"place":"Totowa, NJ","language":[{"iso":"eng"}],"_id":"2394","page":"355-367","keyword":["Seed train Optimization Modeling Prediction Space-Time-Yield (STY) Systems approach Bioinformatics Computational biotechnology Suspension Production"],"department":[{"_id":"DEP4021"}],"date_created":"2020-05-19T14:45:43Z","date_updated":"2023-03-15T13:49:39Z","user_id":"74004","series_title":"Methods in Molecular Biology ","doi":"10.1007/978-1-62703-733-4_22","year":2013,"type":"book_chapter","citation":{"ama":"Frahm B. Seed Train Optimization for Cell Culture. In: <i>Animal Cell Biotechnology</i>. Vol 1104. Methods in Molecular Biology . Totowa, NJ: Humana Press; 2013:355-367. doi:<a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">10.1007/978-1-62703-733-4_22</a>","short":"B. Frahm, in: Animal Cell Biotechnology, Humana Press, Totowa, NJ, 2013, pp. 355–367.","havard":"B. Frahm, Seed Train Optimization for Cell Culture, in: Animal Cell Biotechnology, Humana Press, Totowa, NJ, 2013: pp. 355–367.","bjps":"<b>Frahm B</b> (2013) Seed Train Optimization for Cell Culture. <i>Animal Cell Biotechnology</i>, vol. 1104. Totowa, NJ: Humana Press, pp. 355–367.","chicago-de":"Frahm, Björn. 2013. Seed Train Optimization for Cell Culture. In: <i>Animal Cell Biotechnology</i>, 1104:355–367. Methods in Molecular Biology . Totowa, NJ: Humana Press. doi:<a href=\"https://doi.org/10.1007/978-1-62703-733-4_22,\">10.1007/978-1-62703-733-4_22,</a> .","ufg":"<b>Frahm, Björn (2013)</b>: Seed Train Optimization for Cell Culture, in: <i>Animal Cell Biotechnology</i> (=<i>Methods in Molecular Biology  1104</i>), Totowa, NJ, S. 355–367.","chicago":"Frahm, Björn. “Seed Train Optimization for Cell Culture.” In <i>Animal Cell Biotechnology</i>, 1104:355–67. Methods in Molecular Biology . Totowa, NJ: Humana Press, 2013. <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">https://doi.org/10.1007/978-1-62703-733-4_22</a>.","mla":"Frahm, Björn. “Seed Train Optimization for Cell Culture.” <i>Animal Cell Biotechnology</i>, vol. 1104, Humana Press, 2013, pp. 355–67, doi:<a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">10.1007/978-1-62703-733-4_22</a>.","ieee":"B. Frahm, “Seed Train Optimization for Cell Culture,” in <i>Animal Cell Biotechnology</i>, vol. 1104, Totowa, NJ: Humana Press, 2013, pp. 355–367.","van":"Frahm B. Seed Train Optimization for Cell Culture. In: Animal Cell Biotechnology. Totowa, NJ: Humana Press; 2013. p. 355–67. (Methods in Molecular Biology ; vol. 1104).","din1505-2-1":"<span style=\"font-variant:small-caps;\">Frahm, Björn</span>: Seed Train Optimization for Cell Culture. In: <i>Animal Cell Biotechnology</i>, <i>Methods in Molecular Biology </i>. Bd. 1104. Totowa, NJ : Humana Press, 2013, S. 355–367","apa":"Frahm, B. (2013). Seed Train Optimization for Cell Culture. In <i>Animal Cell Biotechnology</i> (Vol. 1104, pp. 355–367). Totowa, NJ: Humana Press. <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">https://doi.org/10.1007/978-1-62703-733-4_22</a>"},"author":[{"first_name":"Björn","full_name":"Frahm, Björn","last_name":"Frahm"}],"publisher":"Humana Press","abstract":[{"lang":"eng","text":"For the production of biopharmaceuticals a seed train is required to generate an adequate number of cells for inoculation of the production bioreactor. This seed train is time- and cost-intensive but offers potential for optimization. A method and a protocol are described for the seed train mapping, directed modeling without major effort, and its optimization regarding selected optimization criteria such as optimal points in time for cell passaging. Furthermore, the method can also be applied for the set-up of a new seed train, for example for a new cell line. Although the chapter is directed towards suspension cell lines, the method is also generally applicable, e.g. for adherent cell lines."}],"publication_status":"published","status":"public","publication":"Animal Cell Biotechnology","title":"Seed Train Optimization for Cell Culture","publication_identifier":{"issn":["1064-3745","1940-6029"],"isbn":["9781627037327"],"eisbn":["9781627037334"]},"intvolume":"      1104","volume":1104},{"year":"2013","editor":[{"last_name":"Pörtner","full_name":"Pörtner, Ralf","first_name":"Ralf"}],"type":"book_chapter","citation":{"mla":"Frahm, Björn. “Seed Train Optimization for Cell Culture.” <i>Animal Cell Biotechnology - Methods and Protocols</i>, edited by Ralf Pörtner, 3rd ed., vol. 1104, Humana Press, 2013, pp. 355–67, <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">https://doi.org/10.1007/978-1-62703-733-4_22</a>.","chicago":"Frahm, Björn. “Seed Train Optimization for Cell Culture.” In <i>Animal Cell Biotechnology - Methods and Protocols</i>, edited by Ralf Pörtner, 3rd ed., 1104:355–67. Methods in Molecular Biology. Totowa, NJ: Humana Press, 2013. <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">https://doi.org/10.1007/978-1-62703-733-4_22</a>.","van":"Frahm B. Seed Train Optimization for Cell Culture. In: Pörtner R, editor. Animal Cell Biotechnology - Methods and Protocols. 3rd ed. Totowa, NJ: Humana Press; 2013. p. 355–67. (Methods in Molecular Biology; vol. 1104).","ieee":"B. Frahm, “Seed Train Optimization for Cell Culture,” in <i>Animal Cell Biotechnology - Methods and Protocols</i>, 3rd ed., vol. 1104, R. Pörtner, Ed. Totowa, NJ: Humana Press, 2013, pp. 355–367. doi: <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">10.1007/978-1-62703-733-4_22</a>.","apa":"Frahm, B. (2013). Seed Train Optimization for Cell Culture. In R. Pörtner (Ed.), <i>Animal Cell Biotechnology - Methods and Protocols</i> (3rd ed., Vol. 1104, pp. 355–367). Humana Press. <a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">https://doi.org/10.1007/978-1-62703-733-4_22</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Frahm, Björn</span>: Seed Train Optimization for Cell Culture. In: <span style=\"font-variant:small-caps;\">Pörtner, R.</span> (Hrsg.): <i>Animal Cell Biotechnology - Methods and Protocols</i>, <i>Methods in Molecular Biology</i>. Bd. 1104. 3. Aufl. Totowa, NJ : Humana Press, 2013, S. 355–367","short":"B. Frahm, in: R. Pörtner (Ed.), Animal Cell Biotechnology - Methods and Protocols, 3rd ed., Humana Press, Totowa, NJ, 2013, pp. 355–367.","ama":"Frahm B. Seed Train Optimization for Cell Culture. In: Pörtner R, ed. <i>Animal Cell Biotechnology - Methods and Protocols</i>. Vol 1104. 3rd ed. Methods in Molecular Biology. Humana Press; 2013:355-367. doi:<a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">10.1007/978-1-62703-733-4_22</a>","ufg":"<b>Frahm, Björn</b>: Seed Train Optimization for Cell Culture, in: <i>Pörtner, Ralf (Hg.)</i>: Animal Cell Biotechnology - Methods and Protocols, Bd. 1104, Totowa, NJ <sup>3</sup>2013 (Methods in Molecular Biology),  S. 355–367.","bjps":"<b>Frahm B</b> (2013) Seed Train Optimization for Cell Culture. In Pörtner R (ed.), <i>Animal Cell Biotechnology - Methods and Protocols</i>, 3rd ed., vol. 1104. Totowa, NJ: Humana Press, pp. 355–367.","chicago-de":"Frahm, Björn. 2013. Seed Train Optimization for Cell Culture. In: <i>Animal Cell Biotechnology - Methods and Protocols</i>, hg. von Ralf Pörtner, 1104:355–367. 3. Aufl. Methods in Molecular Biology. Totowa, NJ: Humana Press. doi:<a href=\"https://doi.org/10.1007/978-1-62703-733-4_22\">10.1007/978-1-62703-733-4_22</a>, .","havard":"B. Frahm, Seed Train Optimization for Cell Culture, in: R. Pörtner (Ed.), Animal Cell Biotechnology - Methods and Protocols, 3rd ed., Humana Press, Totowa, NJ, 2013: pp. 355–367."},"date_updated":"2023-08-16T06:41:21Z","date_created":"2023-08-14T17:50:56Z","department":[{"_id":"DEP4000"}],"user_id":"83781","series_title":"Methods in Molecular Biology","doi":"10.1007/978-1-62703-733-4_22","page":"355–367","keyword":["Seed train","Optimization","Modeling","Prediction","Space-Time-Yield (STY)","Systems approach","Bioinformatics","Computational biotechnology","Suspension","Production"],"place":"Totowa, NJ","_id":"10214","language":[{"iso":"eng"}],"edition":"3","publication_identifier":{"isbn":["978-1-62703-732-7"],"issn":["1064-3745"],"eissn":["1940-6029"],"eisbn":["978-1-62703-733-4"]},"volume":1104,"intvolume":"      1104","title":"Seed Train Optimization for Cell Culture","status":"public","publication":"Animal Cell Biotechnology - Methods and Protocols","author":[{"full_name":"Frahm, Björn","first_name":"Björn","last_name":"Frahm","id":"45666"}],"publisher":"Humana Press","abstract":[{"lang":"eng","text":"For the production of biopharmaceuticals a seed train is required to generate an adequate number of cells for inoculation of the production bioreactor. This seed train is time- and cost-intensive but offers potential for optimization. A method and a protocol are described for the seed train mapping, directed modeling without major effort, and its optimization regarding selected optimization criteria such as optimal points in time for cell passaging. Furthermore, the method can also be applied for the set-up of a new seed train, for example for a new cell line. Although the chapter is directed towards suspension cell lines, the method is also generally applicable, e.g. for adherent cell lines."}],"publication_status":"published"}]