---
_id: '12789'
abstract:
- lang: eng
  text: Additive manufacturing is being increasingly focused on the production of
    end-use parts. Compared to the prototyping application, the production of end-use
    parts demands a higher level of repeatability and process quality. To achieve
    this, increased knowledge is required about the influence of various process parameters
    on the part characteristics and the parameter interrelations. Design of Experiment
    methods can be applied to gain knowledge on the process behavior, but the applicability
    of different DoE methods for AM processes has to be validated. This paper describes
    the application of a definitive screening design for the identification of influencing
    parameters in Laser Powder Bed Fusion of CoCrW alloy. The impact of various hatch
    parameters on the part porosity is analyzed. The experimental setup and results
    are described. The results are validated in an additional test series, comparing
    the part quality achieved by parameter-sets obtained by different optimization
    approaches. Furthermore, the correlation of the porosity towards mechanical properties
    is investigated. Finally, the opportunities and limitations of the method are
    discussed.
author:
- first_name: Andrea
  full_name: Huxol, Andrea
  id: '43559'
  last_name: Huxol
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
citation:
  ama: Huxol A, Villmer FJ. Experimental approach towards parameter evaluation in
    laser powder bed fusion of metals. <i>International Journal of Computer Integrated
    Manufacturing</i>. 2021;35(4-5):556-567. doi:<a href="https://doi.org/10.1080/0951192x.2021.1901313">10.1080/0951192x.2021.1901313</a>
  apa: Huxol, A., &#38; Villmer, F.-J. (2021). Experimental approach towards parameter
    evaluation in laser powder bed fusion of metals. <i>International Journal of Computer
    Integrated Manufacturing</i>, <i>35</i>(4–5), 556–567. <a href="https://doi.org/10.1080/0951192x.2021.1901313">https://doi.org/10.1080/0951192x.2021.1901313</a>
  bjps: <b>Huxol A and Villmer F-J</b> (2021) Experimental Approach towards Parameter
    Evaluation in Laser Powder Bed Fusion of Metals. <i>International Journal of Computer
    Integrated Manufacturing</i> <b>35</b>, 556–567.
  chicago: 'Huxol, Andrea, and Franz-Josef Villmer. “Experimental Approach towards
    Parameter Evaluation in Laser Powder Bed Fusion of Metals.” <i>International Journal
    of Computer Integrated Manufacturing</i> 35, no. 4–5 (2021): 556–67. <a href="https://doi.org/10.1080/0951192x.2021.1901313">https://doi.org/10.1080/0951192x.2021.1901313</a>.'
  chicago-de: 'Huxol, Andrea und Franz-Josef Villmer. 2021. Experimental approach
    towards parameter evaluation in laser powder bed fusion of metals. <i>International
    Journal of Computer Integrated Manufacturing</i> 35, Nr. 4–5: 556–567. doi:<a
    href="https://doi.org/10.1080/0951192x.2021.1901313">10.1080/0951192x.2021.1901313</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Huxol, Andrea</span> ; <span
    style="font-variant:small-caps;">Villmer, Franz-Josef</span>: Experimental approach
    towards parameter evaluation in laser powder bed fusion of metals. In: <i>International
    Journal of Computer Integrated Manufacturing</i> Bd. 35. London [u.a.], Taylor
    &#38; Francis (2021), Nr. 4–5, S. 556–567'
  havard: A. Huxol, F.-J. Villmer, Experimental approach towards parameter evaluation
    in laser powder bed fusion of metals, International Journal of Computer Integrated
    Manufacturing. 35 (2021) 556–567.
  ieee: 'A. Huxol and F.-J. Villmer, “Experimental approach towards parameter evaluation
    in laser powder bed fusion of metals,” <i>International Journal of Computer Integrated
    Manufacturing</i>, vol. 35, no. 4–5, pp. 556–567, 2021, doi: <a href="https://doi.org/10.1080/0951192x.2021.1901313">10.1080/0951192x.2021.1901313</a>.'
  mla: Huxol, Andrea, and Franz-Josef Villmer. “Experimental Approach towards Parameter
    Evaluation in Laser Powder Bed Fusion of Metals.” <i>International Journal of
    Computer Integrated Manufacturing</i>, vol. 35, no. 4–5, 2021, pp. 556–67, <a
    href="https://doi.org/10.1080/0951192x.2021.1901313">https://doi.org/10.1080/0951192x.2021.1901313</a>.
  short: A. Huxol, F.-J. Villmer, International Journal of Computer Integrated Manufacturing
    35 (2021) 556–567.
  ufg: '<b>Huxol, Andrea/Villmer, Franz-Josef</b>: Experimental approach towards parameter
    evaluation in laser powder bed fusion of metals, in: <i>International Journal
    of Computer Integrated Manufacturing</i> 35 (2021), H. 4–5,  S. 556–567.'
  van: Huxol A, Villmer FJ. Experimental approach towards parameter evaluation in
    laser powder bed fusion of metals. International Journal of Computer Integrated
    Manufacturing. 2021;35(4–5):556–67.
date_created: 2025-04-15T08:18:06Z
date_updated: 2025-06-26T07:56:42Z
department:
- _id: DEP7000
doi: 10.1080/0951192x.2021.1901313
external_id:
  isi:
  - '000630944800001'
intvolume: '        35'
isi: '1'
issue: 4-5
keyword:
- Additive manufacturing
- quality control
- process qualification
- process control
- screening design
language:
- iso: eng
page: 556-567
place: London [u.a.]
publication: International Journal of Computer Integrated Manufacturing
publication_identifier:
  eissn:
  - 1362-3052
  issn:
  - 0951-192X
publication_status: published
publisher: Taylor & Francis
status: public
title: Experimental approach towards parameter evaluation in laser powder bed fusion
  of metals
type: scientific_journal_article
user_id: '83781'
volume: 35
year: '2021'
...
---
_id: '4851'
abstract:
- lang: ger
  text: "In diesem Open-Access-Tagungsband sind die besten Beiträge des 9. Jahreskolloquiums
    \"Kommunikation in der Automation\" (KommA 2018) und des 6. Jahreskolloquiums
    \"Bildverarbeitung in der Automation\" (BVAu 2018) enthalten. Die Kolloquien fanden
    am 20. und 21. November 2018 in der SmartFactoryOWL, einer gemeinsamen Einrichtung
    des Fraunhofer IOSB-INA und der Technischen Hochschule Ostwestfalen-Lippe statt.\r\nDie
    vorgestellten neuesten Forschungsergebnisse auf den Gebieten der industriellen
    Kommunikationstechnik und Bildverarbeitung erweitern den aktuellen Stand der Forschung
    und Technik. Die in den Beiträgen enthaltenen anschaulichen Beispiele aus dem
    Bereich der Automation setzen die Ergebnisse in den direkten Anwendungsbezug."
citation:
  ama: 'Jasperneite J, Lohweg V, eds. <i>Kommunikation und Bildverarbeitung in der
    Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>.
    Vol 12. Springer Vieweg; 2020. doi:<a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>'
  apa: 'Jasperneite, J., &#38; Lohweg, V. (Eds.). (2020). <i>Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>
    (Vol. 12). Springer Vieweg. <a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>'
  bjps: '<b>Jasperneite J and Lohweg V (eds)</b> (2020) <i>Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>.
    Berlin, Heidelberg: Springer Vieweg.'
  chicago: 'Jasperneite, Jürgen, and Volker Lohweg, eds. <i>Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>.
    Vol. 12.  Technologien für die intelligente Automation. Berlin, Heidelberg: Springer
    Vieweg, 2020. <a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>.'
  chicago-de: 'Jasperneite, Jürgen und Volker Lohweg, Hrsg. 2020. <i>Kommunikation
    und Bildverarbeitung in der Automation : Ausgewählte Beiträge der Jahreskolloquien
    KommA und BVAu 2018</i>. Bd. 12.  Technologien für die intelligente Automation.
    Berlin, Heidelberg: Springer Vieweg. doi:<a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Jasperneite, J.</span> ; <span
    style="font-variant:small-caps;">Lohweg, V.</span> (Hrsg.): <i>Kommunikation und
    Bildverarbeitung in der Automation : Ausgewählte Beiträge der Jahreskolloquien
    KommA und BVAu 2018</i>, <i> Technologien für die intelligente Automation</i>.
    Bd. 12. Berlin, Heidelberg : Springer Vieweg, 2020'
  havard: 'J. Jasperneite, V. Lohweg, eds., Kommunikation und Bildverarbeitung in
    der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018,
    Springer Vieweg, Berlin, Heidelberg, 2020.'
  ieee: 'J. Jasperneite and V. Lohweg, Eds., <i>Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>,
    vol. 12. Berlin, Heidelberg: Springer Vieweg, 2020. doi: <a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>.'
  mla: 'Jasperneite, Jürgen, and Volker Lohweg, editors. <i>Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018</i>.
    Springer Vieweg, 2020, <a href="https://doi.org/10.1007/978-3-662-59895-5">https://doi.org/10.1007/978-3-662-59895-5</a>.'
  short: 'J. Jasperneite, V. Lohweg, eds., Kommunikation und Bildverarbeitung in der
    Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018, Springer
    Vieweg, Berlin, Heidelberg, 2020.'
  ufg: '<i>Jasperneite, Jürgen</i>/<i>Lohweg, Volker</i>: Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018,
    Bd. 12, Berlin, Heidelberg 2020 ( Technologien für die intelligente Automation).'
  van: 'Jasperneite J, Lohweg V, editors. Kommunikation und Bildverarbeitung in der
    Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2018. Berlin,
    Heidelberg: Springer Vieweg; 2020. 364 p. ( Technologien für die intelligente
    Automation; vol. 12).'
conference:
  end_date: 20218-11-21
  location: Lemgo
  name: 9. Jahreskolloquiums "Kommunikation in der Automation" (KommA 2018) / 6. Jahreskolloquiums
    "Bildverarbeitung in der Automation" (BVAu 2018)
  start_date: 2018-11-20
date_created: 2021-02-02T13:12:47Z
date_updated: 2025-05-12T08:07:26Z
department:
- _id: DEP5023
- _id: DEP5019
doi: https://doi.org/10.1007/978-3-662-59895-5
editor:
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
intvolume: '        12'
keyword:
- Industrielle Kommunikationstechnik Industrielle Bildverarbeitung Network reliability
  and redundancy methods Networked Control Systems Wireless real-time communication
  Open Access quality control
- reliability
- safety and risk
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://link.springer.com/book/10.1007/978-3-662-59895-5?page=2#about
oa: '1'
page: '364'
place: Berlin, Heidelberg
publication_identifier:
  eisbn:
  - 978-3-662-59895-5
  eissn:
  - 2522-8587
  isbn:
  - 978-3-662-59894-8
  issn:
  - 2522-8579
publication_status: published
publisher: Springer Vieweg
series_title: ' Technologien für die intelligente Automation'
status: public
title: 'Kommunikation und Bildverarbeitung in der Automation : Ausgewählte Beiträge
  der Jahreskolloquien KommA und BVAu 2018'
type: book_editor
user_id: '83781'
volume: 12
year: '2020'
...
---
_id: '12791'
abstract:
- lang: eng
  text: Additive manufacturing is being increasingly focused on the production of
    end-use parts. Compared to the prototyping application, the production of end-use
    parts demands a higher level of repeatability and process quality. To achieve
    this, increased knowledge is required about the influence of various process parameters
    on the part characteristics and the parameter interrelations. Design of Experiment
    methods can be applied to gain knowledge on the process behavior, but the applicability
    of different DoE methods for AM processes has to be validated. This paper describes
    the application of a definitive screening design for the identification of influencing
    parameters in Selective Laser Melting. The experimental setup and results are
    described and opportunities and limitations of the method are discussed. (C) 2019,
    IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.
    All rights reserved.
author:
- first_name: Andrea
  full_name: Huxol, Andrea
  id: '43559'
  last_name: Huxol
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
citation:
  ama: Huxol A, Villmer FJ. <i>DoE Methods for Parameter Evaluation in Selective Laser
    Melting</i>. Vol 52. Elsevier BV; 2019:270-275. doi:<a href="https://doi.org/10.1016/j.ifacol.2019.10.041">10.1016/j.ifacol.2019.10.041</a>
  apa: Huxol, A., &#38; Villmer, F.-J. (2019). DoE Methods for Parameter Evaluation
    in Selective Laser Melting. In <i>13th International-Federation-of-Automatic-Control
    (IFAC) Workshop on Intelligent Manufacturing Systems (IMS)</i> (Vol. 52, pp. 270–275).
    Elsevier BV. <a href="https://doi.org/10.1016/j.ifacol.2019.10.041">https://doi.org/10.1016/j.ifacol.2019.10.041</a>
  bjps: '<b>Huxol A and Villmer F-J</b> (2019) <i>DoE Methods for Parameter Evaluation
    in Selective Laser Melting</i>. Amsterdam [u.a.]: Elsevier BV.'
  chicago: 'Huxol, Andrea, and Franz-Josef Villmer. <i>DoE Methods for Parameter Evaluation
    in Selective Laser Melting</i>. <i>13th International-Federation-of-Automatic-Control
    (IFAC) Workshop on Intelligent Manufacturing Systems (IMS)</i>. Vol. 52. IFAC-PapersOnLine.
    Amsterdam [u.a.]: Elsevier BV, 2019. <a href="https://doi.org/10.1016/j.ifacol.2019.10.041">https://doi.org/10.1016/j.ifacol.2019.10.041</a>.'
  chicago-de: 'Huxol, Andrea und Franz-Josef Villmer. 2019. <i>DoE Methods for Parameter
    Evaluation in Selective Laser Melting</i>. <i>13th International-Federation-of-Automatic-Control
    (IFAC) Workshop on Intelligent Manufacturing Systems (IMS)</i>. Bd. 52. IFAC-PapersOnLine.
    Amsterdam [u.a.]: Elsevier BV. doi:<a href="https://doi.org/10.1016/j.ifacol.2019.10.041">10.1016/j.ifacol.2019.10.041</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Huxol, Andrea</span> ; <span
    style="font-variant:small-caps;">Villmer, Franz-Josef</span>: <i>DoE Methods for
    Parameter Evaluation in Selective Laser Melting</i>, <i>IFAC-PapersOnLine</i>.
    Bd. 52. Amsterdam [u.a.] : Elsevier BV, 2019'
  havard: A. Huxol, F.-J. Villmer, DoE Methods for Parameter Evaluation in Selective
    Laser Melting, Elsevier BV, Amsterdam [u.a.], 2019.
  ieee: 'A. Huxol and F.-J. Villmer, <i>DoE Methods for Parameter Evaluation in Selective
    Laser Melting</i>, vol. 52. Amsterdam [u.a.]: Elsevier BV, 2019, pp. 270–275.
    doi: <a href="https://doi.org/10.1016/j.ifacol.2019.10.041">10.1016/j.ifacol.2019.10.041</a>.'
  mla: Huxol, Andrea, and Franz-Josef Villmer. “DoE Methods for Parameter Evaluation
    in Selective Laser Melting.” <i>13th International-Federation-of-Automatic-Control
    (IFAC) Workshop on Intelligent Manufacturing Systems (IMS)</i>, vol. 52, Elsevier
    BV, 2019, pp. 270–75, <a href="https://doi.org/10.1016/j.ifacol.2019.10.041">https://doi.org/10.1016/j.ifacol.2019.10.041</a>.
  short: A. Huxol, F.-J. Villmer, DoE Methods for Parameter Evaluation in Selective
    Laser Melting, Elsevier BV, Amsterdam [u.a.], 2019.
  ufg: '<b>Huxol, Andrea/Villmer, Franz-Josef</b>: DoE Methods for Parameter Evaluation
    in Selective Laser Melting, Bd. 52, Amsterdam [u.a.] 2019 (IFAC-PapersOnLine).'
  van: 'Huxol A, Villmer FJ. DoE Methods for Parameter Evaluation in Selective Laser
    Melting. 13th International-Federation-of-Automatic-Control (IFAC) Workshop on
    Intelligent Manufacturing Systems (IMS). Amsterdam [u.a.]: Elsevier BV; 2019.
    (IFAC-PapersOnLine; vol. 52).'
conference:
  end_date: 2019-08-14
  location: Oshawa, CANADA
  name: 13th International-Federation-of-Automatic-Control (IFAC) Workshop on Intelligent
    Manufacturing Systems (IMS)
  start_date: 2019-08-12
date_created: 2025-04-15T09:27:00Z
date_updated: 2025-06-26T13:40:48Z
department:
- _id: DEP7000
doi: 10.1016/j.ifacol.2019.10.041
intvolume: '        52'
keyword:
- Additive manufacturing
- quality control
- process qualification
- process control
- screening design
language:
- iso: eng
page: 270-275
place: Amsterdam [u.a.]
publication: 13th International-Federation-of-Automatic-Control (IFAC) Workshop on
  Intelligent Manufacturing Systems (IMS)
publication_identifier:
  issn:
  - 2405-8963
publication_status: published
publisher: Elsevier BV
series_title: IFAC-PapersOnLine
status: public
title: DoE Methods for Parameter Evaluation in Selective Laser Melting
type: conference_editor_article
user_id: '83781'
volume: 52
year: '2019'
...
---
_id: '4506'
abstract:
- lang: ger
  text: "In diesem Tagungsband sind die besten Beiträge des 7. Jahreskolloquiums \"Kommunikation
    in der Automation\" (KommA 2016) und des  5. Jahreskolloquiums \"Bildverarbeitung
    in der Automation\" (BVAu 2016) enthalten. Die Kolloquien fanden am 30. November
    und 1. Dezember 2016 anlässlich des 10jährigen Jubiläums des inIT - Institut für
    industrielle Informationstechnik in der SmartFactoryOWL, einer herstellerunabhängigen
    und offenen Industrie 4.0 Forschungs- und Demonstrationsplattform und zugleich
    Testfeld für den Mittelstand, in Lemgo statt.\r\nDie vorgestellten neuesten Forschungsergebnisse
    auf den Gebieten der industriellen Kommunikationstechnik und Bildverarbeitung
    erweitern den aktuellen Stand der Forschung und Technik. Die in den Beiträgen
    enthaltenen anschauliche Anwendungsbeispiele aus dem Bereich der Automation setzen
    die Ergebnisse in den direkten Anwendungsbezug."
citation:
  ama: 'Jasperneite J, Lohweg V, eds. <i> Kommunikation und Bildverarbeitung in der
    Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016 zum
    10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>.
    Vol 7. Springer Vieweg; 2017. doi:<a href="https://doi.org/10.1007/978-3-662-55232-2">10.1007/978-3-662-55232-2</a>'
  apa: 'Jasperneite, J., &#38; Lohweg, V. (Eds.). (2017). <i> Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>
    (Vol. 7). Springer Vieweg. <a href="https://doi.org/10.1007/978-3-662-55232-2">https://doi.org/10.1007/978-3-662-55232-2</a>'
  bjps: '<b>Jasperneite J and Lohweg V (eds)</b> (2017) <i> Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>.
    Berlin: Springer Vieweg.'
  chicago: 'Jasperneite, Jürgen, and Volker Lohweg, eds. <i> Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>.
    Vol. 7. Technologien für die intelligente Automation . Berlin: Springer Vieweg,
    2017. <a href="https://doi.org/10.1007/978-3-662-55232-2">https://doi.org/10.1007/978-3-662-55232-2</a>.'
  chicago-de: 'Jasperneite, Jürgen und Volker Lohweg, Hrsg. 2017. <i> Kommunikation
    und Bildverarbeitung in der Automation : Ausgewählte Beiträge der Jahreskolloquien
    KommA und BVAu 2016 zum 10jährigen Jubiläum des inIT - Institut für industrielle
    Informationstechnik</i>. Bd. 7. Technologien für die intelligente Automation .
    Berlin: Springer Vieweg. doi:<a href="https://doi.org/10.1007/978-3-662-55232-2">10.1007/978-3-662-55232-2</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Jasperneite, J.</span> ; <span
    style="font-variant:small-caps;">Lohweg, V.</span> (Hrsg.): <i> Kommunikation
    und Bildverarbeitung in der Automation : Ausgewählte Beiträge der Jahreskolloquien
    KommA und BVAu 2016 zum 10jährigen Jubiläum des inIT - Institut für industrielle
    Informationstechnik</i>, <i>Technologien für die intelligente Automation </i>.
    Bd. 7. Berlin : Springer Vieweg, 2017'
  havard: 'J. Jasperneite, V. Lohweg, eds.,  Kommunikation und Bildverarbeitung in
    der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik,
    Springer Vieweg, Berlin, 2017.'
  ieee: 'J. Jasperneite and V. Lohweg, Eds., <i> Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>,
    vol. 7. Berlin: Springer Vieweg, 2017. doi: <a href="https://doi.org/10.1007/978-3-662-55232-2">10.1007/978-3-662-55232-2</a>.'
  mla: 'Jasperneite, Jürgen, and Volker Lohweg, editors. <i> Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik</i>.
    Springer Vieweg, 2017, <a href="https://doi.org/10.1007/978-3-662-55232-2">https://doi.org/10.1007/978-3-662-55232-2</a>.'
  short: 'J. Jasperneite, V. Lohweg, eds.,  Kommunikation und Bildverarbeitung in
    der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik,
    Springer Vieweg, Berlin, 2017.'
  ufg: '<i>Jasperneite, Jürgen</i>/<i>Lohweg, Volker</i>:  Kommunikation und Bildverarbeitung
    in der Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016
    zum 10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik,
    Bd. 7, Berlin 2017 (Technologien für die intelligente Automation ).'
  van: 'Jasperneite J, Lohweg V, editors.  Kommunikation und Bildverarbeitung in der
    Automation : Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2016 zum
    10jährigen Jubiläum des inIT - Institut für industrielle Informationstechnik.
    Berlin: Springer Vieweg; 2017. 295 p. (Technologien für die intelligente Automation
    ; vol. 7).'
conference:
  end_date: 2026-12-01
  location: Lemgo
  name: 7. Jahreskolloquiums "Kommunikation in der Automation" (KommA 2016)  /  5.
    Jahreskolloquiums "Bildverarbeitung in der Automation" (BVAu 2016)
  start_date: 2016-11-30
date_created: 2021-01-22T08:40:04Z
date_updated: 2025-05-12T08:19:51Z
department:
- _id: DEP5023
doi: 10.1007/978-3-662-55232-2
editor:
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
intvolume: '         7'
keyword:
- Industrielle Kommunikationstechnik
- Industrielle Bildverarbeitung
- network reliability and redundancy methods
- Networked Controls Systems
- wireless real-time communication
- quality control
- reliability
- safety and risk
language:
- iso: ger
page: '295'
place: Berlin
publication_identifier:
  eisbn:
  - '978-3-662-55232-2 '
  isbn:
  - 978-3-662-55231-5
publication_status: published
publisher: Springer Vieweg
series_title: 'Technologien für die intelligente Automation '
status: public
title: ' Kommunikation und Bildverarbeitung in der Automation : Ausgewählte Beiträge
  der Jahreskolloquien KommA und BVAu 2016 zum 10jährigen Jubiläum des inIT - Institut
  für industrielle Informationstechnik'
type: book_editor
user_id: '83781'
volume: 7
year: '2017'
...
---
_id: '570'
abstract:
- lang: eng
  text: Additive manufacturing (AM) has matured rapidly during the last years due
    to the advancement of AM machines and materials. Nevertheless, the widespread
    adoption of AM is still challenged by producing parts with reliable quality. The
    aim of this paper is t o introduce a first approach to apply in-situ monitoring
    for quality evaluation of produced parts. Based on the monitored data, a model
    is developed, in order to predict the quality of ready built parts.
author:
- first_name: Eva
  full_name: Scheideler, Eva
  id: '61522'
  last_name: Scheideler
- first_name: Andrea
  full_name: Huxol, Andrea
  id: '43559'
  last_name: Huxol
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
citation:
  ama: 'Scheideler E, Huxol A, Villmer F-J. Nondestructive Quality Check of Additive
    Manufactured Parts Using Empirical Models. In: Padoano E, Villmer F-J, Department
    of Production Engineering and Management, eds. <i>Production Engineeringand Management</i>.
    Publication series in direct digital manufacturing . Lemgo; 2017:89-100.'
  apa: Scheideler, E., Huxol, A., &#38; Villmer, F.-J. (2017). Nondestructive Quality
    Check of Additive Manufactured Parts Using Empirical Models. In E. Padoano, F.-J.
    Villmer, &#38; Department of Production Engineering and Management (Eds.), <i>Production
    Engineeringand Management</i> (pp. 89–100). Lemgo.
  bjps: <b>Scheideler E, Huxol A and Villmer F-J</b> (2017) Nondestructive Quality
    Check of Additive Manufactured Parts Using Empirical Models. In Padoano E, Villmer
    F-J and Department of Production Engineering and Management (eds), <i>Production
    Engineeringand Management</i>. Lemgo, pp. 89–100.
  chicago: Scheideler, Eva, Andrea Huxol, and Franz-Josef Villmer. “Nondestructive
    Quality Check of Additive Manufactured Parts Using Empirical Models.” In <i>Production
    Engineeringand Management</i>, edited by Elio Padoano, Franz-Josef Villmer, and
    Department of Production Engineering and Management, 89–100. Publication Series
    in Direct Digital Manufacturing . Lemgo, 2017.
  chicago-de: 'Scheideler, Eva, Andrea Huxol und Franz-Josef Villmer. 2017. Nondestructive
    Quality Check of Additive Manufactured Parts Using Empirical Models. In: <i>Production
    Engineeringand Management</i>, hg. von Elio Padoano, Franz-Josef Villmer, und
    Department of Production Engineering and Management, 89–100. Publication series
    in direct digital manufacturing . Lemgo.'
  din1505-2-1: '<span style="font-variant:small-caps;">Scheideler, Eva</span> ; <span
    style="font-variant:small-caps;">Huxol, Andrea</span> ; <span style="font-variant:small-caps;">Villmer,
    Franz-Josef</span>: Nondestructive Quality Check of Additive Manufactured Parts
    Using Empirical Models. In: <span style="font-variant:small-caps;">Padoano, E.</span>
    ; <span style="font-variant:small-caps;">Villmer, F.-J.</span> ; <span style="font-variant:small-caps;">Department
    of Production Engineering and Management</span> (Hrsg.): <i>Production Engineeringand
    Management</i>, <i>Publication series in direct digital manufacturing </i>. Lemgo,
    2017, S. 89–100'
  havard: 'E. Scheideler, A. Huxol, F.-J. Villmer, Nondestructive Quality Check of
    Additive Manufactured Parts Using Empirical Models, in: E. Padoano, F.-J. Villmer,
    Department of Production Engineering and Management (Eds.), Production Engineeringand
    Management, Lemgo, 2017: pp. 89–100.'
  ieee: E. Scheideler, A. Huxol, and F.-J. Villmer, “Nondestructive Quality Check
    of Additive Manufactured Parts Using Empirical Models,” in <i>Production Engineeringand
    Management</i>, Pordenone, Italy, 2017, no. 1, pp. 89–100.
  mla: Scheideler, Eva, et al. “Nondestructive Quality Check of Additive Manufactured
    Parts Using Empirical Models.” <i>Production Engineeringand Management</i>, edited
    by Elio Padoano et al., no. 1, 2017, pp. 89–100.
  short: 'E. Scheideler, A. Huxol, F.-J. Villmer, in: E. Padoano, F.-J. Villmer, Department
    of Production Engineering and Management (Eds.), Production Engineeringand Management,
    Lemgo, 2017, pp. 89–100.'
  ufg: '<b>Scheideler, Eva et. al. (2017)</b>: Nondestructive Quality Check of Additive
    Manufactured Parts Using Empirical Models, in: Elio Padoano et. al. (Hgg.): <i>Production
    Engineeringand Management</i> (=<i>Publication series in direct digital manufacturing
    </i>), Lemgo, S. 89–100.'
  van: 'Scheideler E, Huxol A, Villmer F-J. Nondestructive Quality Check of Additive
    Manufactured Parts Using Empirical Models. In: Padoano E, Villmer F-J, Department
    of Production Engineering and Management, editors. Production Engineeringand Management.
    Lemgo; 2017. p. 89–100. (Publication series in direct digital manufacturing ).'
conference:
  end_date: 2017-09-29
  location: Pordenone, Italy
  name: Proceedings7th International Conference
  start_date: 2017-09-28
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-18T09:46:43Z
date_updated: 2023-03-15T13:50:01Z
department:
- _id: DEP1306
editor:
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  last_name: Villmer
issue: '1'
keyword:
- Nondestructive quality control
- Predictive analytics
- Metal model
- Additive manufacturing
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2017_Proceeding_web.pdf
oa: '1'
page: 89-100
place: Lemgo
publication: Production Engineeringand Management
publication_identifier:
  isbn:
  - 978-3-946856-01-6
publication_status: published
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2017_Proceeding_web.pdf
series_title: 'Publication series in direct digital manufacturing '
status: public
title: Nondestructive Quality Check of Additive Manufactured Parts Using Empirical
  Models
type: conference
user_id: '45673'
year: 2017
...
---
_id: '12975'
abstract:
- lang: eng
  text: "Properly handled fish is usually marketed as “fresh fish” until day 10 after
    fishing. About 40% of the total fishery that is used for direct human consumption
    is marketed in fresh form stored at temperatures up to +2 °C. Currently, there
    are no validated methods available for controlling the recommended period of storage.
    Apart from being a potential source for food fraud, spoiled fish represents a
    major source of foodborne illnesses and intoxications.\r\nIn this study, a rapid
    MALDI-TOF mass spectrometry based screening method was developed using the vitreous
    fluid of fish eyes as specimen for the examination of different days of storage.
    The vitreous fluid was collected from n = 100 freshly fished brown trouts at day
    0, 3, 7, 9, and 11 post mortem (n = 20 brown trouts each day of examination).
    The samples were immediately measured by MALDI-TOF mass spectrometry in linear
    positive mode (mass range m/z 2000–20,000 Da). For quality assurance the experiment
    was repeated with a set of brown trouts (n = 100) originating from the same fish
    farm and with brown trouts (n = 100) originating from a different fish farm. For
    specificity testing rainbow trouts (n = 10) were examined accordingly. All obtained
    mass spectra were processed by means of MALDI Biotyper OC 3.1 and ClinProTools
    3.0 software.\r\nThe MALDI Biotyper approach showed limited applicability for
    the identification of the time of storage. However, it was suitable to reliably
    discriminate between the closely related species brown and rainbow trout. Processing
    by ClinProTools revealed four crucial mass peaks (m/z 2594 Da, m/z 4857 Da, m/z
    4879 Da, m/z 4899 Da) which enabled a reliable differentiation between day 0 and
    3, 7, 9, 11 (rate of correct identification > 90%) as well as the differentiation
    between day 3 and 7, 9, 11 (rate of correct identification > 72%). However, this
    approach showed limited applicability within the end of the tested period of storage
    when comparing between day 7, 9, or 11."
author:
- first_name: Sebastian
  full_name: Ulrich, Sebastian
  id: '85847'
  last_name: Ulrich
  orcid: 0000-0002-4511-9537
- first_name: Philipp–Michael
  full_name: Beindorf, Philipp–Michael
  last_name: Beindorf
- first_name: Barbara
  full_name: Biermaier, Barbara
  last_name: Biermaier
- first_name: Karin
  full_name: Schwaiger, Karin
  last_name: Schwaiger
- first_name: Manfred
  full_name: Gareis, Manfred
  last_name: Gareis
- first_name: Christoph
  full_name: Gottschalk, Christoph
  last_name: Gottschalk
citation:
  ama: Ulrich S, Beindorf P, Biermaier B, Schwaiger K, Gareis M, Gottschalk C. A novel
    approach for the determination of freshness and identity of trouts by MALDI-TOF
    mass spectrometry. <i>Food Control</i>. 2017;80(10):281-289. doi:<a href="https://doi.org/10.1016/j.foodcont.2017.05.005">10.1016/j.foodcont.2017.05.005</a>
  apa: Ulrich, S., Beindorf, P., Biermaier, B., Schwaiger, K., Gareis, M., &#38; Gottschalk,
    C. (2017). A novel approach for the determination of freshness and identity of
    trouts by MALDI-TOF mass spectrometry. <i>Food Control</i>, <i>80</i>(10), 281–289.
    <a href="https://doi.org/10.1016/j.foodcont.2017.05.005">https://doi.org/10.1016/j.foodcont.2017.05.005</a>
  bjps: <b>Ulrich S <i>et al.</i></b> (2017) A Novel Approach for the Determination
    of Freshness and Identity of Trouts by MALDI-TOF Mass Spectrometry. <i>Food Control</i>
    <b>80</b>, 281–289.
  chicago: 'Ulrich, Sebastian, Philipp–Michael Beindorf, Barbara Biermaier, Karin
    Schwaiger, Manfred Gareis, and Christoph Gottschalk. “A Novel Approach for the
    Determination of Freshness and Identity of Trouts by MALDI-TOF Mass Spectrometry.”
    <i>Food Control</i> 80, no. 10 (2017): 281–89. <a href="https://doi.org/10.1016/j.foodcont.2017.05.005">https://doi.org/10.1016/j.foodcont.2017.05.005</a>.'
  chicago-de: 'Ulrich, Sebastian, Philipp–Michael Beindorf, Barbara Biermaier, Karin
    Schwaiger, Manfred Gareis und Christoph Gottschalk. 2017. A novel approach for
    the determination of freshness and identity of trouts by MALDI-TOF mass spectrometry.
    <i>Food Control</i> 80, Nr. 10: 281–289. doi:<a href="https://doi.org/10.1016/j.foodcont.2017.05.005">10.1016/j.foodcont.2017.05.005</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Ulrich, Sebastian</span> ;
    <span style="font-variant:small-caps;">Beindorf, Philipp–Michael</span> ; <span
    style="font-variant:small-caps;">Biermaier, Barbara</span> ; <span style="font-variant:small-caps;">Schwaiger,
    Karin</span> ; <span style="font-variant:small-caps;">Gareis, Manfred</span> ;
    <span style="font-variant:small-caps;">Gottschalk, Christoph</span>: A novel approach
    for the determination of freshness and identity of trouts by MALDI-TOF mass spectrometry.
    In: <i>Food Control</i> Bd. 80. Amsterdam, Elsevier  (2017), Nr. 10, S. 281–289'
  havard: S. Ulrich, P. Beindorf, B. Biermaier, K. Schwaiger, M. Gareis, C. Gottschalk,
    A novel approach for the determination of freshness and identity of trouts by
    MALDI-TOF mass spectrometry, Food Control. 80 (2017) 281–289.
  ieee: 'S. Ulrich, P. Beindorf, B. Biermaier, K. Schwaiger, M. Gareis, and C. Gottschalk,
    “A novel approach for the determination of freshness and identity of trouts by
    MALDI-TOF mass spectrometry,” <i>Food Control</i>, vol. 80, no. 10, pp. 281–289,
    2017, doi: <a href="https://doi.org/10.1016/j.foodcont.2017.05.005">10.1016/j.foodcont.2017.05.005</a>.'
  mla: Ulrich, Sebastian, et al. “A Novel Approach for the Determination of Freshness
    and Identity of Trouts by MALDI-TOF Mass Spectrometry.” <i>Food Control</i>, vol.
    80, no. 10, 2017, pp. 281–89, <a href="https://doi.org/10.1016/j.foodcont.2017.05.005">https://doi.org/10.1016/j.foodcont.2017.05.005</a>.
  short: S. Ulrich, P. Beindorf, B. Biermaier, K. Schwaiger, M. Gareis, C. Gottschalk,
    Food Control 80 (2017) 281–289.
  ufg: '<b>Ulrich, Sebastian u. a.</b>: A novel approach for the determination of
    freshness and identity of trouts by MALDI-TOF mass spectrometry, in: <i>Food Control</i>
    80 (2017), H. 10,  S. 281–289.'
  van: Ulrich S, Beindorf P, Biermaier B, Schwaiger K, Gareis M, Gottschalk C. A novel
    approach for the determination of freshness and identity of trouts by MALDI-TOF
    mass spectrometry. Food Control. 2017;80(10):281–9.
date_created: 2025-06-15T10:29:56Z
date_updated: 2025-06-18T12:06:11Z
department:
- _id: DEP4010
doi: 10.1016/j.foodcont.2017.05.005
extern: '1'
intvolume: '        80'
issue: '10'
keyword:
- MALDI-TOF
- Mass spectrometry
- Freshness
- Fish
- Quality control
- Authenticity
language:
- iso: eng
page: 281-289
place: Amsterdam
publication: Food Control
publication_identifier:
  issn:
  - 0956-7135
publication_status: published
publisher: 'Elsevier '
quality_controlled: '1'
status: public
title: A novel approach for the determination of freshness and identity of trouts
  by MALDI-TOF mass spectrometry
type: scientific_journal_article
user_id: '83781'
volume: 80
year: '2017'
...
