---
_id: '554'
abstract:
- lang: eng
  text: Light guiding structures, like optical waveguides or fibers, take an important
    role in several industries, e.g. communication, sensing, illumination or medical
    applications. For the latter, it could be very interesting to have the possibility
    to manufacture problem-adapted structureswith a mechanicalfunctionality andwith
    additional embedded optical or electrical sensor functionalities.Modern additive
    manufacturing (AM) technologies like Stereolithography (SLA) or Fused Layer Modeling
    (FLM) may provide these opportunities.This paper is aimedto figure out the light
    guiding opportunities of both technologies. For this different kind of structures
    are built by FLM and SLA. To compare both manufacturing technologies, the layout
    of each structure is identical for both technologies. After manufacturing, the
    transmission and the attenuation of the guided light of these structures areanalyzed
    by measurement.Then the measurement results of the different technologies are
    compared with each other.
author:
- first_name: Micha
  full_name: Beyer, Micha
  id: '71403'
  last_name: Beyer
- first_name: Oliver
  full_name: Stübbe, Oliver
  id: '51864'
  last_name: Stübbe
  orcid: https://orcid.org/0000-0001-7293-6893
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
citation:
  ama: 'Beyer M, Stübbe O, Villmer FJ. Comparsion of FLM and SLA Processing Technologies
    Towards Manufacturing of Optical Waveguides for Communicationi and Sensing Applications.
    In: Villmer FJ, Padoano E, Department of Production Engineering and Management,
    Hochschule Ostwestfalen-Lippe, eds. <i>Production Engineering and Management :
    Proceedings 8th International Conference, October 04 and 05, 2018, Lemgo, Germany</i>.
    Publication series in direct digital manufacturing. ; 2018:70-82.'
  apa: 'Beyer, M., Stübbe, O., &#38; Villmer, F.-J. (2018). Comparsion of FLM and
    SLA Processing Technologies Towards Manufacturing of Optical Waveguides for Communicationi
    and Sensing Applications. In F.-J. Villmer, E. Padoano, Department of Production
    Engineering and Management, &#38; Hochschule Ostwestfalen-Lippe (Eds.), <i>Production
    engineering and management : proceedings 8th international conference, October
    04 and 05, 2018, Lemgo, Germany</i> (Issue 1, pp. 70–82).'
  bjps: '<b>Beyer M, Stübbe O and Villmer F-J</b> (2018) Comparsion of FLM and SLA
    Processing Technologies Towards Manufacturing of Optical Waveguides for Communicationi
    and Sensing Applications. In Villmer F-J et al. (eds), <i>Production Engineering
    and Management : Proceedings 8th International Conference, October 04 and 05,
    2018, Lemgo, Germany</i>. Lemgo, pp. 70–82.'
  chicago: 'Beyer, Micha, Oliver Stübbe, and Franz-Josef Villmer. “Comparsion of FLM
    and SLA Processing Technologies Towards Manufacturing of Optical Waveguides for
    Communicationi and Sensing Applications.” In <i>Production Engineering and Management :
    Proceedings 8th International Conference, October 04 and 05, 2018, Lemgo, Germany</i>,
    edited by Franz-Josef Villmer, Elio Padoano, Department of Production Engineering
    and Management, and Hochschule Ostwestfalen-Lippe, 70–82. Publication Series in
    Direct Digital Manufacturing. Lemgo, 2018.'
  chicago-de: 'Beyer, Micha, Oliver Stübbe und Franz-Josef Villmer. 2018. Comparsion
    of FLM and SLA Processing Technologies Towards Manufacturing of Optical Waveguides
    for Communicationi and Sensing Applications. In: <i>Production engineering and
    management : proceedings 8th international conference, October 04 and 05, 2018,
    Lemgo, Germany</i>, hg. von Franz-Josef Villmer, Elio Padoano, Department of Production
    Engineering and Management, und Hochschule Ostwestfalen-Lippe, 70–82. Publication
    series in direct digital manufacturing. Lemgo.'
  din1505-2-1: '<span style="font-variant:small-caps;">Beyer, Micha</span> ; <span
    style="font-variant:small-caps;">Stübbe, Oliver</span> ; <span style="font-variant:small-caps;">Villmer,
    Franz-Josef</span>: Comparsion of FLM and SLA Processing Technologies Towards
    Manufacturing of Optical Waveguides for Communicationi and Sensing Applications.
    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> ; <span style="font-variant:small-caps;">Hochschule Ostwestfalen-Lippe</span>
    (Hrsg.): <i>Production engineering and management : proceedings 8th international
    conference, October 04 and 05, 2018, Lemgo, Germany</i>, <i>Publication series
    in direct digital manufacturing</i>. Lemgo, 2018, S. 70–82'
  havard: 'M. Beyer, O. Stübbe, F.-J. Villmer, Comparsion of FLM and SLA Processing
    Technologies Towards Manufacturing of Optical Waveguides for Communicationi and
    Sensing Applications, in: F.-J. Villmer, E. Padoano, Department of Production
    Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.), Production Engineering
    and Management : Proceedings 8th International Conference, October 04 and 05,
    2018, Lemgo, Germany, Lemgo, 2018: pp. 70–82.'
  ieee: 'M. Beyer, O. Stübbe, and F.-J. Villmer, “Comparsion of FLM and SLA Processing
    Technologies Towards Manufacturing of Optical Waveguides for Communicationi and
    Sensing Applications,” in <i>Production engineering and management : proceedings
    8th international conference, October 04 and 05, 2018, Lemgo, Germany</i>, Lemgo,
    2018, no. 1, pp. 70–82.'
  mla: 'Beyer, Micha, et al. “Comparsion of FLM and SLA Processing Technologies Towards
    Manufacturing of Optical Waveguides for Communicationi and Sensing Applications.”
    <i>Production Engineering and Management : Proceedings 8th International Conference,
    October 04 and 05, 2018, Lemgo, Germany</i>, edited by Franz-Josef Villmer et
    al., no. 1, 2018, pp. 70–82.'
  short: 'M. Beyer, O. Stübbe, F.-J. Villmer, in: F.-J. Villmer, E. Padoano, Department
    of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.),
    Production Engineering and Management : Proceedings 8th International Conference,
    October 04 and 05, 2018, Lemgo, Germany, Lemgo, 2018, pp. 70–82.'
  ufg: '<b>Beyer, Micha/Stübbe, Oliver/Villmer, Franz-Josef</b>: Comparsion of FLM
    and SLA Processing Technologies Towards Manufacturing of Optical Waveguides for
    Communicationi and Sensing Applications, in: <i>Villmer, Franz-Josef u. a. (Hgg.)</i>:
    Production engineering and management : proceedings 8th international conference,
    October 04 and 05, 2018, Lemgo, Germany, Lemgo 2018 (Publication series in direct
    digital manufacturing),  S. 70–82.'
  van: 'Beyer M, Stübbe O, Villmer FJ. Comparsion of FLM and SLA Processing Technologies
    Towards Manufacturing of Optical Waveguides for Communicationi and Sensing Applications.
    In: Villmer FJ, Padoano E, Department of Production Engineering and Management,
    Hochschule Ostwestfalen-Lippe, editors. Production engineering and management :
    proceedings 8th international conference, October 04 and 05, 2018, Lemgo, Germany.
    Lemgo; 2018. p. 70–82. (Publication series in direct digital manufacturing).'
conference:
  end_date: 2018-10-05
  location: Lemgo
  name: Proceedings 8th International Conference
  start_date: 2018-10-04
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-13T14:29:45Z
date_updated: 2024-04-19T12:56:30Z
department:
- _id: DEP1306
- _id: DEP5000
- _id: DEP5020
- _id: DEP6020
editor:
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  last_name: Villmer
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
issue: '1'
keyword:
- Additive manufacturing
- Embedded optical waveguides
- Optical sensors
- SLA technology
- FLM technology
language:
- iso: eng
page: 70-82
place: Lemgo
publication: 'Production engineering and management : proceedings 8th international
  conference, October 04 and 05, 2018, Lemgo, Germany'
publication_identifier:
  isbn:
  - 978-3-946856-03-0
publication_status: published
series_title: Publication series in direct digital manufacturing
status: public
title: Comparsion of FLM and SLA Processing Technologies Towards Manufacturing of
  Optical Waveguides for Communicationi and Sensing Applications
type: conference
user_id: '51864'
year: '2018'
...
---
_id: '2068'
abstract:
- lang: eng
  text: The production of printing goods is laborious. Furthermore, the print quality,
    especially in banknotes, must be assured. It is accepted, that print defects are
    generated because printing parameters, also machine parameters can change unnoticed.
    Therefore, a combined concept for a multi-sensory learning and classification
    model based on new adaptive fuzzy-pattern-classifiers for data inspection is proposed.
    This inspection concept, which combines optical, acoustical and other machine
    information, comes up with a large amount of data, which leads to multivariate
    methods for data analysis. Multivariate methods are useful for analysis of large
    and complex data sets that consist of many variables measured on large numbers
    of physical data.
author:
- first_name: Walter
  full_name: Dyck, Walter
  last_name: Dyck
- first_name: Thomas
  full_name: Türke, Thomas
  last_name: Türke
- first_name: Johannes
  full_name: Schaede, Johannes
  id: '2128'
  last_name: Schaede
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. In: Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007:accepted for publication.
    doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320">10.1109/MLSP.2007.4414320</a>'
  apa: 'Dyck, W., Türke, T., Schaede, J., &#38; Lohweg, V. (2007). A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion (p. accepted for publication). Thessaloniki,
    Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING.
    <a href="https://doi.org/10.1109/MLSP.2007.4414320">https://doi.org/10.1109/MLSP.2007.4414320</a>'
  bjps: '<b>Dyck W <i>et al.</i></b> (2007) A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, p. accepted for publication.'
  chicago: 'Dyck, Walter, Thomas Türke, Johannes Schaede, and Volker Lohweg. “A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion,” accepted for publication. Thessaloniki,
    Greece: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING,
    2007. <a href="https://doi.org/10.1109/MLSP.2007.4414320">https://doi.org/10.1109/MLSP.2007.4414320</a>.'
  chicago-de: 'Dyck, Walter, Thomas Türke, Johannes Schaede und Volker Lohweg. 2007.
    A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In:
    , accepted for publication. Thessaloniki, Greece: MLSP 2007 - International Workshop
    on MACHINE LEARNING FOR SIGNAL PROCESSING. doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320,">10.1109/MLSP.2007.4414320,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Dyck, Walter</span> ; <span
    style="font-variant:small-caps;">Türke, Thomas</span> ; <span style="font-variant:small-caps;">Schaede,
    Johannes</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion. In:
    . Thessaloniki, Greece : MLSP 2007 - International Workshop on MACHINE LEARNING
    FOR SIGNAL PROCESSING, 2007, S. accepted for publication'
  havard: 'W. Dyck, T. Türke, J. Schaede, V. Lohweg, A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion, in: MLSP 2007 - International Workshop
    on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007: p. accepted
    for publication.'
  ieee: W. Dyck, T. Türke, J. Schaede, and V. Lohweg, “A Fuzzy-Pattern-Classifier-Based
    Adaptive Learning Model for Sensor Fusion,” 2007, p. accepted for publication.
  mla: Dyck, Walter, et al. <i>A Fuzzy-Pattern-Classifier-Based Adaptive Learning
    Model for Sensor Fusion</i>. MLSP 2007 - International Workshop on MACHINE LEARNING
    FOR SIGNAL PROCESSING, 2007, p. accepted for publication, doi:<a href="https://doi.org/10.1109/MLSP.2007.4414320">10.1109/MLSP.2007.4414320</a>.
  short: 'W. Dyck, T. Türke, J. Schaede, V. Lohweg, in: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Thessaloniki, Greece, 2007,
    p. accepted for publication.'
  ufg: '<b>Dyck, Walter et. al. (2007)</b>: A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion, in: , Thessaloniki, Greece, S. accepted for
    publication.'
  van: 'Dyck W, Türke T, Schaede J, Lohweg V. A Fuzzy-Pattern-Classifier-Based Adaptive
    Learning Model for Sensor Fusion. In Thessaloniki, Greece: MLSP 2007 - International
    Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING; 2007. p. accepted for publication.'
date_created: 2019-11-29T13:50:28Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1109/MLSP.2007.4414320
keyword:
- Sensor fusion
- Inspection
- Optical sensors
- Printing machinery
- Data security
- Data analysis
- Production
- Degradation
- Principal component analysis
- Karhunen-Loeve transforms
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4414320&tag=1
page: accepted for publication
place: Thessaloniki, Greece
publication_identifier:
  eisbn:
  - 978-1-4244-1566-3
  isbn:
  - 978-1-4244-1565-6
  issn:
  - '1551-2541 '
  unknown:
  - '2378-928X '
publication_status: published
publisher: MLSP 2007 - International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING
status: public
title: A Fuzzy-Pattern-Classifier-Based Adaptive Learning Model for Sensor Fusion
type: conference
user_id: '45673'
year: 2007
...
---
_id: '2062'
abstract:
- lang: eng
  text: 'Bank note inspection is a complex task. As more and more print techniques
    and new security features are established, total quality security and bank note
    printing must be assured. Therefore, this factor necessitates change of a sensorial
    concept in general. We propose an optical-acoustical inspection method based upon
    the concepts of information fusion and fuzzy interpretation of data measures.
    Furthermore, we present a simplified scheme for information fusion for pattern
    recognition and data classification based on parametrical unimodal potential functions
    and a Sugeno-type score value analysis. Digital Object Identifier: 10.1109/ICIF.2006.301779
    <br />'
author:
- first_name: Walter
  full_name: Dyck, Walter
  last_name: Dyck
- first_name: Johannes
  full_name: Schaede, Johannes
  id: '2128'
  last_name: Schaede
- first_name: Thomas
  full_name: Türke, Thomas
  last_name: Türke
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 'Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. In: <i> 2006 9th International
    Conference on Information Fusion</i>. 9th International Conference on Information
    Fusion, 2006. ICIF ’06; 2006:1-8. doi:<a href="https://doi.org/10.1109/ICIF.2006.301779">10.1109/ICIF.2006.301779</a>'
  apa: Dyck, W., Schaede, J., Türke, T., &#38; Lohweg, V. (2006). Information Fusion
    Application On Security Printing With Parametrical Fuzzy Classification. In <i>
    2006 9th International Conference on Information Fusion</i> (pp. 1–8). 9th International
    Conference on Information Fusion, 2006. ICIF ’06. <a href="https://doi.org/10.1109/ICIF.2006.301779">https://doi.org/10.1109/ICIF.2006.301779</a>
  bjps: <b>Dyck W <i>et al.</i></b> (2006) Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. <i> 2006 9th International Conference
    on Information Fusion</i>. 9th International Conference on Information Fusion,
    2006. ICIF ’06, pp. 1–8.
  chicago: Dyck, Walter, Johannes Schaede, Thomas Türke, and Volker Lohweg. “Information
    Fusion Application On Security Printing With Parametrical Fuzzy Classification.”
    In <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th International
    Conference on Information Fusion, 2006. ICIF ’06, 2006. <a href="https://doi.org/10.1109/ICIF.2006.301779">https://doi.org/10.1109/ICIF.2006.301779</a>.
  chicago-de: 'Dyck, Walter, Johannes Schaede, Thomas Türke und Volker Lohweg. 2006.
    Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.
    In: <i> 2006 9th International Conference on Information Fusion</i>, 1–8. 9th
    International Conference on Information Fusion, 2006. ICIF ’06. doi:<a href="https://doi.org/10.1109/ICIF.2006.301779,">10.1109/ICIF.2006.301779,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Dyck, Walter</span> ; <span
    style="font-variant:small-caps;">Schaede, Johannes</span> ; <span style="font-variant:small-caps;">Türke,
    Thomas</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>:
    Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.
    In: <i> 2006 9th International Conference on Information Fusion</i> : 9th International
    Conference on Information Fusion, 2006. ICIF ’06, 2006, S. 1–8'
  havard: 'W. Dyck, J. Schaede, T. Türke, V. Lohweg, Information Fusion Application
    On Security Printing With Parametrical Fuzzy Classification, in:  2006 9th International
    Conference on Information Fusion, 9th International Conference on Information
    Fusion, 2006. ICIF ’06, 2006: pp. 1–8.'
  ieee: W. Dyck, J. Schaede, T. Türke, and V. Lohweg, “Information Fusion Application
    On Security Printing With Parametrical Fuzzy Classification,” in <i> 2006 9th
    International Conference on Information Fusion</i>, 2006, pp. 1–8.
  mla: Dyck, Walter, et al. “Information Fusion Application On Security Printing With
    Parametrical Fuzzy Classification.” <i> 2006 9th International Conference on Information
    Fusion</i>, 9th International Conference on Information Fusion, 2006. ICIF ’06,
    2006, pp. 1–8, doi:<a href="https://doi.org/10.1109/ICIF.2006.301779">10.1109/ICIF.2006.301779</a>.
  short: 'W. Dyck, J. Schaede, T. Türke, V. Lohweg, in:  2006 9th International Conference
    on Information Fusion, 9th International Conference on Information Fusion, 2006.
    ICIF ’06, 2006, pp. 1–8.'
  ufg: '<b>Dyck, Walter et. al. (2006)</b>: Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification, in: <i> 2006 9th International
    Conference on Information Fusion</i>, S. 1–8.'
  van: 'Dyck W, Schaede J, Türke T, Lohweg V. Information Fusion Application On Security
    Printing With Parametrical Fuzzy Classification. In:  2006 9th International Conference
    on Information Fusion. 9th International Conference on Information Fusion, 2006.
    ICIF ’06; 2006. p. 1–8.'
date_created: 2019-11-29T13:35:03Z
date_updated: 2023-03-15T13:49:38Z
department:
- _id: DEP5023
doi: 10.1109/ICIF.2006.301779
keyword:
- Information security
- Inspection
- Printing machinery
- Optical sensors
- Data security
- Personnel
- Fuzzy systems
- Sensor systems
- Expert systems
- Ink
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/4086065/keywords#full-text-header
page: 1-8
publication: ' 2006 9th International Conference on Information Fusion'
publication_identifier:
  isbn:
  - ' 1-4244-0953-5'
publication_status: published
publisher: 9th International Conference on Information Fusion, 2006. ICIF '06
status: public
title: Information Fusion Application On Security Printing With Parametrical Fuzzy
  Classification
type: conference
user_id: '45673'
year: 2006
...
