---
_id: '2375'
abstract:
- lang: eng
  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.
author:
- first_name: Dimitri
  full_name: Block, Dimitri
  last_name: Block
- first_name: Niels Hendrik
  full_name: Fliedner, Niels Hendrik
  last_name: Fliedner
- first_name: Daniel
  full_name: Toews, Daniel
  last_name: Toews
- first_name: Uwe
  full_name: Meier, Uwe
  last_name: Meier
citation:
  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>'
  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>
  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>.
  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>.
  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>
    .'
  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'
  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.'
  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.
  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>.
  short: 'D. Block, N.H. Fliedner, D. Toews, U. Meier, in: 2015 IEEE 20th Conference
    on Emerging Technologies &#38; Factory Automation (ETFA), 2015.'
  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>.'
  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.'
conference:
  end_date: 2015-09-11
  location: ' Luxembourg, Luxembourg'
  name: 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)
  start_date: 2015-09-08
date_created: 2020-05-18T15:20:18Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP5000
doi: 10.1109/etfa.2015.7301599
keyword:
- Wireless communication
- Wireless sensor networks
- Antenna measurements
- Attenuation measurement
- Extraterrestrial measurements
- Time-frequency analysis
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/7301599
publication: 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation
  (ETFA)
publication_identifier:
  isbn:
  - '9781467379298'
publication_status: published
quality_controlled: '1'
status: public
title: Wireless channel measurement data sets for reproducible performance evaluation
  in industrial environments
type: conference
user_id: '57956'
year: 2015
...
---
_id: '4371'
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.'
author:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
- first_name: Michael
  full_name: Schwarz, Michael
  last_name: Schwarz
- first_name: Bernhard
  full_name: Ofner, Bernhard
  last_name: Ofner
- first_name: Fleur
  full_name: Jeanquartier, Fleur
  last_name: Jeanquartier
- first_name: Andre
  full_name: Calero-Valdez, Andre
  last_name: Calero-Valdez
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Martina
  full_name: Ziefle, Martina
  last_name: Ziefle
citation:
  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>'
  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>'
  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.'
  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>.'
  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>
    .'
  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'
  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.'
  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.
  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>.
  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.'
  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.'
  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).'
conference:
  end_date: 2014-09-12
  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
  start_date: 2014-09-08
date_created: 2021-01-14T10:13:18Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-10975-6_9
editor:
- first_name: 'Stephanie '
  full_name: 'Teufel, Stephanie '
  last_name: Teufel
- first_name: 'Tjoa A '
  full_name: 'Min, 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
intvolume: '      8708'
keyword:
- Data Visualization
- Longitudinal Data
- Time Series
- Multi-Touch
- Mobile Computing
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 124 - 137
place: Cham
publication: ' Availability, Reliability, and Security in Information Systems '
publication_identifier:
  eisbn:
  - 978-3-319-10975-6
  isbn:
  - 978-3-319-10974-9
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Towards Interactive Visualization of Longitudinal Data to Support Knowledge
  Discovery on Multi-Touch Tablet Computers
type: conference
user_id: '15514'
volume: 8708
year: 2014
...
---
_id: '2394'
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.
author:
- first_name: Björn
  full_name: Frahm, Björn
  last_name: Frahm
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>'
  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>'
  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: '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>.'
  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>
    .'
  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'
  havard: 'B. Frahm, Seed Train Optimization for Cell Culture, in: Animal Cell Biotechnology,
    Humana Press, Totowa, NJ, 2013: pp. 355–367.'
  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.'
  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>.
  short: 'B. Frahm, in: Animal Cell Biotechnology, Humana Press, Totowa, NJ, 2013,
    pp. 355–367.'
  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.'
  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).'
date_created: 2020-05-19T14:45:43Z
date_updated: 2023-03-15T13:49:39Z
department:
- _id: DEP4021
doi: 10.1007/978-1-62703-733-4_22
intvolume: '      1104'
keyword:
- Seed train Optimization Modeling Prediction Space-Time-Yield (STY) Systems approach
  Bioinformatics Computational biotechnology Suspension Production
language:
- iso: eng
page: 355-367
place: Totowa, NJ
publication: Animal Cell Biotechnology
publication_identifier:
  eisbn:
  - '9781627037334'
  isbn:
  - '9781627037327'
  issn:
  - 1064-3745
  - 1940-6029
publication_status: published
publisher: Humana Press
series_title: 'Methods in Molecular Biology '
status: public
title: Seed Train Optimization for Cell Culture
type: book_chapter
user_id: '74004'
volume: 1104
year: 2013
...
---
_id: '10214'
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.
author:
- first_name: Björn
  full_name: Frahm, Björn
  id: '45666'
  last_name: Frahm
citation:
  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>'
  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>
  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: '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>.'
  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>,
    .'
  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'
  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.'
  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>.'
  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>.
  short: 'B. Frahm, in: R. Pörtner (Ed.), Animal Cell Biotechnology - Methods and
    Protocols, 3rd ed., Humana Press, Totowa, NJ, 2013, pp. 355–367.'
  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.'
  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).'
date_created: 2023-08-14T17:50:56Z
date_updated: 2023-08-16T06:41:21Z
department:
- _id: DEP4000
doi: 10.1007/978-1-62703-733-4_22
edition: '3'
editor:
- first_name: Ralf
  full_name: Pörtner, Ralf
  last_name: Pörtner
intvolume: '      1104'
keyword:
- Seed train
- Optimization
- Modeling
- Prediction
- Space-Time-Yield (STY)
- Systems approach
- Bioinformatics
- Computational biotechnology
- Suspension
- Production
language:
- iso: eng
page: 355–367
place: Totowa, NJ
publication: Animal Cell Biotechnology - Methods and Protocols
publication_identifier:
  eisbn:
  - 978-1-62703-733-4
  eissn:
  - 1940-6029
  isbn:
  - 978-1-62703-732-7
  issn:
  - 1064-3745
publication_status: published
publisher: Humana Press
series_title: Methods in Molecular Biology
status: public
title: Seed Train Optimization for Cell Culture
type: book_chapter
user_id: '83781'
volume: 1104
year: '2013'
...
