---
_id: '13349'
abstract:
- lang: eng
  text: In weakly-structured work processes, workers are free to decide in which sequence
    to process their tasks. Predicting their decision-making helps plan production
    more accurately while preserving workers’ autonomy. The factors that influence
    workers’ decision-making depend on the manufacturing process and person considered,
    and they must be newly collected for each use case. This paper identifies the
    factors influencing workers when deciding in which sequence to process manufacturing
    tasks in a medium-sized hydraulic cylinder manufacturer. Five workers and two
    lead workers were observed and interviewed during several work shifts about influencing
    factors. The authors propose a new interview technique called indifference testing
    to overcome subjects’ difficulty articulating their decision-making process. Collected
    factors were categorized using inductive category formation and context analysis.
    The analyses identified 75 influencing factors comprising 37 decision attributes
    and 38 decision rules. The identified decision attributes indicate that worker
    preferences are influenced by attributes from the classical scheduling literature
    and attributes related to worker well-being, circadian rhythms, and ergonomics.
    The identified decision rules are useful constituents of more complex preference
    functions. The decision attributes and rules enable the construction of machine
    learning models to predict workers’ task sequencing decisions in job shops. Potential
    applications include systematically eliminating or controlling influencing factors
    through workplace design measures to increase worker well-being and optimality
    of their decisions.
author:
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '86180'
  last_name: Herrmann
- first_name: Sven
  full_name: Tackenberg, Sven
  id: '71470'
  last_name: Tackenberg
- first_name: Florens
  full_name: Burgert, Florens
  last_name: Burgert
- first_name: Verena
  full_name: Nitsch, Verena
  last_name: Nitsch
citation:
  ama: Herrmann JP, Tackenberg S, Burgert F, Nitsch V. Influencing factors on worker
    task sequencing decisions in a medium-sized hydraulic cylinder manufacturer. <i>Procedia
    Computer Science</i>. 2025;253:1820-1829. doi:<a href="https://doi.org/10.1016/j.procs.2025.01.244">10.1016/j.procs.2025.01.244</a>
  apa: Herrmann, J.-P., Tackenberg, S., Burgert, F., &#38; Nitsch, V. (2025). Influencing
    factors on worker task sequencing decisions in a medium-sized hydraulic cylinder
    manufacturer. <i>Procedia Computer Science</i>, <i>253</i>, 1820–1829. <a href="https://doi.org/10.1016/j.procs.2025.01.244">https://doi.org/10.1016/j.procs.2025.01.244</a>
  bjps: <b>Herrmann J-P <i>et al.</i></b> (2025) Influencing Factors on Worker Task
    Sequencing Decisions in a Medium-Sized Hydraulic Cylinder Manufacturer. <i>Procedia
    Computer Science</i> <b>253</b>, 1820–1829.
  chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Florens Burgert, and Verena Nitsch.
    “Influencing Factors on Worker Task Sequencing Decisions in a Medium-Sized Hydraulic
    Cylinder Manufacturer.” <i>Procedia Computer Science</i> 253 (2025): 1820–29.
    <a href="https://doi.org/10.1016/j.procs.2025.01.244">https://doi.org/10.1016/j.procs.2025.01.244</a>.'
  chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Florens Burgert und Verena
    Nitsch. 2025. Influencing factors on worker task sequencing decisions in a medium-sized
    hydraulic cylinder manufacturer. <i>Procedia Computer Science</i> 253: 1820–1829.
    doi:<a href="https://doi.org/10.1016/j.procs.2025.01.244">10.1016/j.procs.2025.01.244</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Herrmann, Jan-Phillip</span>
    ; <span style="font-variant:small-caps;">Tackenberg, Sven</span> ; <span style="font-variant:small-caps;">Burgert,
    Florens</span> ; <span style="font-variant:small-caps;">Nitsch, Verena</span>:
    Influencing factors on worker task sequencing decisions in a medium-sized hydraulic
    cylinder manufacturer. In: <i>Procedia Computer Science</i> Bd. 253. Amsterdam,
    Elsevier BV (2025), S. 1820–1829'
  havard: J.-P. Herrmann, S. Tackenberg, F. Burgert, V. Nitsch, Influencing factors
    on worker task sequencing decisions in a medium-sized hydraulic cylinder manufacturer,
    Procedia Computer Science. 253 (2025) 1820–1829.
  ieee: 'J.-P. Herrmann, S. Tackenberg, F. Burgert, and V. Nitsch, “Influencing factors
    on worker task sequencing decisions in a medium-sized hydraulic cylinder manufacturer,”
    <i>Procedia Computer Science</i>, vol. 253, pp. 1820–1829, 2025, doi: <a href="https://doi.org/10.1016/j.procs.2025.01.244">10.1016/j.procs.2025.01.244</a>.'
  mla: Herrmann, Jan-Phillip, et al. “Influencing Factors on Worker Task Sequencing
    Decisions in a Medium-Sized Hydraulic Cylinder Manufacturer.” <i>Procedia Computer
    Science</i>, vol. 253, 2025, pp. 1820–29, <a href="https://doi.org/10.1016/j.procs.2025.01.244">https://doi.org/10.1016/j.procs.2025.01.244</a>.
  short: J.-P. Herrmann, S. Tackenberg, F. Burgert, V. Nitsch, Procedia Computer Science
    253 (2025) 1820–1829.
  ufg: '<b>Herrmann, Jan-Phillip u. a.</b>: Influencing factors on worker task sequencing
    decisions in a medium-sized hydraulic cylinder manufacturer, in: <i>Procedia Computer
    Science</i> 253 (2025),  S. 1820–1829.'
  van: Herrmann JP, Tackenberg S, Burgert F, Nitsch V. Influencing factors on worker
    task sequencing decisions in a medium-sized hydraulic cylinder manufacturer. Procedia
    Computer Science. 2025;253:1820–9.
date_created: 2026-01-29T10:15:17Z
date_updated: 2026-02-10T10:54:05Z
department:
- _id: DEP7020
doi: 10.1016/j.procs.2025.01.244
intvolume: '       253'
keyword:
- Task Sequencing
- Manufacturing
- Learning To Rank
- Scheduling Human Factors
- Case Study
language:
- iso: eng
page: 1820-1829
place: Amsterdam
publication: Procedia Computer Science
publication_identifier:
  issn:
  - 1877-0509
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Influencing factors on worker task sequencing decisions in a medium-sized hydraulic
  cylinder manufacturer
type: scientific_journal_article
user_id: '83781'
volume: 253
year: '2025'
...
---
_id: '10012'
abstract:
- lang: eng
  text: Systems Engineering (SE) is becoming increasingly relevant in industrial application
    since more stakeholders are involved in engineering activities. To implement SE,
    companies have to adapt existing engineering processes and methods. This adaption
    requires knowledge about new methods as well as their integration into the engineering
    activities. In order to ensure goal-oriented identification of methods for different
    SE activities in this contribution an action field profile and the Systems Engineering
    Method Matrix are proposed. The development of both tools is driven by the assumption
    that most SE activities and methods can be described based on the artefacts the
    deliver. In order to get feedback about the proposed tools, semi-structured interviews
    with two industry partners were conducted, focussing on the tool's usability.
    These interviews underline the basic usability of the tools and their support
    to identify SE activities to be supported by (new) methods. Moreover, requirements
    for further development and adaption are derived from the interviews.
author:
- first_name: Theresa
  full_name: Ammersdörfer, Theresa
  last_name: Ammersdörfer
- first_name: David
  full_name: Inkermann, David
  last_name: Inkermann
- first_name: Johannes
  full_name: Müller, Johannes
  last_name: Müller
- first_name: Constantin
  full_name: Mandel, Constantin
  last_name: Mandel
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
- first_name: Julian
  full_name: Tekaat, Julian
  last_name: Tekaat
- first_name: Anja
  full_name: Schierbaum, Anja
  last_name: Schierbaum
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Michael
  full_name: Bitzer, Michael
  last_name: Bitzer
- first_name: Sven
  full_name: Kleiner, Sven
  last_name: Kleiner
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '75846'
  last_name: Herrmann
- first_name: Patrik
  full_name: Krause, Patrik
  last_name: Krause
citation:
  ama: Ammersdörfer T, Inkermann D, Müller J, et al. <i>SUPPORTING SYSTEMS ENGINEERING
    ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS</i>. Vol
    3. Cambridge University Press; 2023:3245-3254. doi:<a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>
  apa: Ammersdörfer, T., Inkermann, D., Müller, J., Mandel, C., Albers, A., Tekaat,
    J., Schierbaum, A., Anacker, H., Bitzer, M., Kleiner, S., Herrmann, J.-P., &#38;
    Krause, P. (2023). SUPPORTING SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED
    DESCRIPTION AND SELECTION OF METHODS. In <i>Proceedings of the International Conference
    on Engineering Design (ICED23)</i> (Vol. 3, pp. 3245–3254). Cambridge University
    Press. <a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>
  bjps: <b>Ammersdörfer T <i>et al.</i></b> (2023) <i>SUPPORTING SYSTEMS ENGINEERING
    ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS</i>. Cambridge
    University Press.
  chicago: Ammersdörfer, Theresa, David Inkermann, Johannes Müller, Constantin Mandel,
    Albert Albers, Julian Tekaat, Anja Schierbaum, et al. <i>SUPPORTING SYSTEMS ENGINEERING
    ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS</i>. <i>Proceedings
    of the International Conference on Engineering Design (ICED23)</i>. Vol. 3. Cambridge
    University Press, 2023. <a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>.
  chicago-de: Ammersdörfer, Theresa, David Inkermann, Johannes Müller, Constantin
    Mandel, Albert Albers, Julian Tekaat, Anja Schierbaum, u. a. 2023. <i>SUPPORTING
    SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION
    OF METHODS</i>. <i>Proceedings of the International Conference on Engineering
    Design (ICED23)</i>. Bd. 3. Cambridge University Press. doi:<a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Ammersdörfer,
    Theresa</span> ; <span style="font-variant:small-caps;">Inkermann, David</span>
    ; <span style="font-variant:small-caps;">Müller, Johannes</span> ; <span style="font-variant:small-caps;">Mandel,
    Constantin</span> ; <span style="font-variant:small-caps;">Albers, Albert</span>
    ; <span style="font-variant:small-caps;">Tekaat, Julian</span> ; <span style="font-variant:small-caps;">Schierbaum,
    Anja</span> ; <span style="font-variant:small-caps;">Anacker, Harald</span> ;
    u. a.</span>: <i>SUPPORTING SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED
    DESCRIPTION AND SELECTION OF METHODS</i>. Bd. 3 : Cambridge University Press,
    2023'
  havard: T. Ammersdörfer, D. Inkermann, J. Müller, C. Mandel, A. Albers, J. Tekaat,
    A. Schierbaum, H. Anacker, M. Bitzer, S. Kleiner, J.-P. Herrmann, P. Krause, SUPPORTING
    SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION
    OF METHODS, Cambridge University Press, 2023.
  ieee: 'T. Ammersdörfer <i>et al.</i>, <i>SUPPORTING SYSTEMS ENGINEERING ACTIVITIES
    BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS</i>, vol. 3. Cambridge
    University Press, 2023, pp. 3245–3254. doi: <a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>.'
  mla: Ammersdörfer, Theresa, et al. “SUPPORTING SYSTEMS ENGINEERING ACTIVITIES BY
    ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS.” <i>Proceedings of the
    International Conference on Engineering Design (ICED23)</i>, vol. 3, Cambridge
    University Press, 2023, pp. 3245–54, <a href="https://doi.org/10.1017/pds.2023.325">https://doi.org/10.1017/pds.2023.325</a>.
  short: T. Ammersdörfer, D. Inkermann, J. Müller, C. Mandel, A. Albers, J. Tekaat,
    A. Schierbaum, H. Anacker, M. Bitzer, S. Kleiner, J.-P. Herrmann, P. Krause, SUPPORTING
    SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION
    OF METHODS, Cambridge University Press, 2023.
  ufg: '<b>Ammersdörfer, Theresa u. a.</b>: SUPPORTING SYSTEMS ENGINEERING ACTIVITIES
    BY ARTIFACT-ORIENTED DESCRIPTION AND SELECTION OF METHODS, Bd. 3, o. O. 2023.'
  van: Ammersdörfer T, Inkermann D, Müller J, Mandel C, Albers A, Tekaat J, et al.
    SUPPORTING SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION AND
    SELECTION OF METHODS. Vol. 3, Proceedings of the International Conference on Engineering
    Design (ICED23). Cambridge University Press; 2023.
conference:
  end_date: 2023-07-28
  location: Bordeaux, Frankreich
  name: 24th International Conference on Engineering Design (ICED 2023)
  start_date: 2023-07-24
date_created: 2023-06-26T11:03:16Z
date_updated: 2023-06-29T12:45:11Z
department:
- _id: DEP7020
doi: https://doi.org/10.1017/pds.2023.325
intvolume: '         3'
keyword:
- Systems Engineering (SE)
- Design methods
- Case study
- Design process
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/supporting-systems-engineering-activities-by-artifactoriented-description-and-selection-of-methods/E80825E7E1B5D70F784E978A6119295D
oa: '1'
page: 3245-3254
publication: Proceedings of the International Conference on Engineering Design (ICED23)
publication_identifier:
  eissn:
  - ' 2732-527X'
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
status: public
title: SUPPORTING SYSTEMS ENGINEERING ACTIVITIES BY ARTIFACT-ORIENTED DESCRIPTION
  AND SELECTION OF METHODS
type: conference_editor_article
user_id: '15514'
volume: 3
year: '2023'
...
---
_id: '8457'
abstract:
- lang: eng
  text: Mass housing neighbourhoods (MHN) represent the leading pattern of urban transformation
    and expansion in the second half of the 20th century, and accordingly evaluation,
    regeneration and redesign of the MHN represent a necessary and challenging task
    in the contemporary research context. In the practical scope of MHN rehabilitation,
    various holistic approaches and design strategies are identified that affirm both
    ecological transition and social transformation of these urban settings. However,
    the level of application of such approaches across Europe varies greatly, and
    requires research initiatives of a comparative nature that open a cross-geographical
    debate at the European level. Although there is a series of evidence-based studies
    that define the conceptual framework of MHN, i.e., large-scale housing settlements,
    through historical-interpretative and chronological analyses, the academic debate
    on practical and feasible MHN rehabilitation and their sustainable integration
    into the urban development of cities at European level is underdeveloped. The
    specific objective of this paper is to establish preliminary insights into the
    current level of MHN rehabilitation and to identify challenges for further actions
    through (1) a comparative analysis of MHN role models from the second half of
    20th century, and through (2) insights from an implemented expert questionnaire.
    The research engages a comparative case study analysis as the primary method and
    analyses MHN in Germany (as a representative of Western Europe) and in the two
    ex-Yugoslav countries, North Macedonia and Serbia (as representatives of Eastern
    Europe). This research has highlighted the main obstacles and challenges for MHN
    rehabilitation and demonstrated the importance of a multiscale approach to MHN
    analysis, having in mind that through the distribution of design values at the
    analysed spatial levels (neighbourhood level, building level, and apartment level)
    the application of affirmative indicators within different design values group
    is recognised.
article_number: '8106'
author:
- first_name: Aleksandra
  full_name: Milovanovic, Aleksandra
  last_name: Milovanovic
- first_name: Anica
  full_name: Dragutinovic, Anica
  id: '68875'
  last_name: Dragutinovic
  orcid: 0000-0002-6962-5223
- first_name: Ana
  full_name: Nikezic, Ana
  last_name: Nikezic
- first_name: Uta
  full_name: Pottgiesser, Uta
  id: '27166'
  last_name: Pottgiesser
  orcid: 0000-0002-8594-3168
- first_name: Mihajlo
  full_name: Stojanovski, Mihajlo
  last_name: Stojanovski
- first_name: Ana
  full_name: Ivanovska Deskova, Ana
  last_name: Ivanovska Deskova
- first_name: Jovan
  full_name: Ivanovski, Jovan
  last_name: Ivanovski
- first_name: Tea
  full_name: Damjanovska, Tea
  last_name: Damjanovska
citation:
  ama: 'Milovanovic A, Dragutinovic A, Nikezic A, et al. Rehabilitation of Mass Housing
    as a Contribution to Social Equality: Insights from the East-West European Academic
    Dialogue. <i>Sustainability / Multidisciplinary Digital Publishing Institute (MDPI)</i>.
    2022;14(13). doi:<a href="https://doi.org/10.3390/su14138106">10.3390/su14138106</a>'
  apa: 'Milovanovic, A., Dragutinovic, A., Nikezic, A., Pottgiesser, U., Stojanovski,
    M., Ivanovska Deskova, A., Ivanovski, J., &#38; Damjanovska, T. (2022). Rehabilitation
    of Mass Housing as a Contribution to Social Equality: Insights from the East-West
    European Academic Dialogue. <i>Sustainability / Multidisciplinary Digital Publishing
    Institute (MDPI)</i>, <i>14</i>(13), Article 8106. <a href="https://doi.org/10.3390/su14138106">https://doi.org/10.3390/su14138106</a>'
  bjps: '<b>Milovanovic A <i>et al.</i></b> (2022) Rehabilitation of Mass Housing
    as a Contribution to Social Equality: Insights from the East-West European Academic
    Dialogue. <i>Sustainability / Multidisciplinary Digital Publishing Institute (MDPI)</i>
    <b>14</b>.'
  chicago: 'Milovanovic, Aleksandra, Anica Dragutinovic, Ana Nikezic, Uta Pottgiesser,
    Mihajlo Stojanovski, Ana Ivanovska Deskova, Jovan Ivanovski, and Tea Damjanovska.
    “Rehabilitation of Mass Housing as a Contribution to Social Equality: Insights
    from the East-West European Academic Dialogue.” <i>Sustainability / Multidisciplinary
    Digital Publishing Institute (MDPI)</i> 14, no. 13 (2022). <a href="https://doi.org/10.3390/su14138106">https://doi.org/10.3390/su14138106</a>.'
  chicago-de: 'Milovanovic, Aleksandra, Anica Dragutinovic, Ana Nikezic, Uta Pottgiesser,
    Mihajlo Stojanovski, Ana Ivanovska Deskova, Jovan Ivanovski und Tea Damjanovska.
    2022. Rehabilitation of Mass Housing as a Contribution to Social Equality: Insights
    from the East-West European Academic Dialogue. <i>Sustainability / Multidisciplinary
    Digital Publishing Institute (MDPI)</i> 14, Nr. 13. doi:<a href="https://doi.org/10.3390/su14138106">10.3390/su14138106</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Milovanovic, Aleksandra</span>
    ; <span style="font-variant:small-caps;">Dragutinovic, Anica</span> ; <span style="font-variant:small-caps;">Nikezic,
    Ana</span> ; <span style="font-variant:small-caps;">Pottgiesser, Uta</span> ;
    <span style="font-variant:small-caps;">Stojanovski, Mihajlo</span> ; <span style="font-variant:small-caps;">Ivanovska
    Deskova, Ana</span> ; <span style="font-variant:small-caps;">Ivanovski, Jovan</span>
    ; <span style="font-variant:small-caps;">Damjanovska, Tea</span>: Rehabilitation
    of Mass Housing as a Contribution to Social Equality: Insights from the East-West
    European Academic Dialogue. In: <i>Sustainability / Multidisciplinary Digital
    Publishing Institute (MDPI)</i> Bd. 14. Basel, MDPI (2022), Nr. 13'
  havard: 'A. Milovanovic, A. Dragutinovic, A. Nikezic, U. Pottgiesser, M. Stojanovski,
    A. Ivanovska Deskova, J. Ivanovski, T. Damjanovska, Rehabilitation of Mass Housing
    as a Contribution to Social Equality: Insights from the East-West European Academic
    Dialogue, Sustainability / Multidisciplinary Digital Publishing Institute (MDPI).
    14 (2022).'
  ieee: 'A. Milovanovic <i>et al.</i>, “Rehabilitation of Mass Housing as a Contribution
    to Social Equality: Insights from the East-West European Academic Dialogue,” <i>Sustainability
    / Multidisciplinary Digital Publishing Institute (MDPI)</i>, vol. 14, no. 13,
    Art. no. 8106, 2022, doi: <a href="https://doi.org/10.3390/su14138106">10.3390/su14138106</a>.'
  mla: 'Milovanovic, Aleksandra, et al. “Rehabilitation of Mass Housing as a Contribution
    to Social Equality: Insights from the East-West European Academic Dialogue.” <i>Sustainability
    / Multidisciplinary Digital Publishing Institute (MDPI)</i>, vol. 14, no. 13,
    8106, 2022, <a href="https://doi.org/10.3390/su14138106">https://doi.org/10.3390/su14138106</a>.'
  short: A. Milovanovic, A. Dragutinovic, A. Nikezic, U. Pottgiesser, M. Stojanovski,
    A. Ivanovska Deskova, J. Ivanovski, T. Damjanovska, Sustainability / Multidisciplinary
    Digital Publishing Institute (MDPI) 14 (2022).
  ufg: '<b>Milovanovic, Aleksandra u. a.</b>: Rehabilitation of Mass Housing as a
    Contribution to Social Equality: Insights from the East-West European Academic
    Dialogue, in: <i>Sustainability / Multidisciplinary Digital Publishing Institute
    (MDPI)</i> 14 (2022), H. 13.'
  van: 'Milovanovic A, Dragutinovic A, Nikezic A, Pottgiesser U, Stojanovski M, Ivanovska
    Deskova A, et al. Rehabilitation of Mass Housing as a Contribution to Social Equality:
    Insights from the East-West European Academic Dialogue. Sustainability / Multidisciplinary
    Digital Publishing Institute (MDPI). 2022;14(13).'
date_created: 2022-07-13T20:32:19Z
date_updated: 2024-08-08T06:27:56Z
department:
- _id: DEP1000
- _id: DEP1055
doi: 10.3390/su14138106
intvolume: '        14'
issue: '13'
keyword:
- mass housing neighbourhoods
- rehabilitation
- housing design values
- comparative case study
- questionnaire
- multiscale approach
- Germany
- North Macedonia
- Serbia
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.mdpi.com/2071-1050/14/13/8106/htm
oa: '1'
place: Basel
publication: Sustainability / Multidisciplinary Digital Publishing Institute (MDPI)
publication_identifier:
  issn:
  - '2071-1050 '
publication_status: published
publisher: MDPI
quality_controlled: '1'
status: public
title: 'Rehabilitation of Mass Housing as a Contribution to Social Equality: Insights
  from the East-West European Academic Dialogue'
type: scientific_journal_article
user_id: '83781'
volume: 14
year: '2022'
...
---
_id: '597'
abstract:
- lang: eng
  text: "This paper is aimed to discuss current research using data mining techniques
    and industry statistics in production environments. The general research approach
    is based on the idea of using data mining processes and techniques of industry
    statistics to find rare and hidden patterns behind failures of complex components.
    A case study will be applied to illustrate how the technique is carried out and
    where the limits of this approach occur. The case study deals with a component
    supplier of printing machines, which received an increasing number of client complaints,
    all related to one distinct problem. The observed failures seem to occur only
    among clients with very high quality standards. The affected component undergoes
    a very complex production process with several steps in different departments.
    Every single production unit records data information from multiple process variables
    and at different points in time. In the beginning there was no understanding of
    the failure causes in production at all. Therefore a huge amount of production
    data had to be analyzed to find the pattern that discloses the failure.\r\nThe
    data mining process starts with a first step in which the given data sets are
    prepared and then cleaned. Followed up by building a prediction model. The aim
    is to detect the root causes for failures and to predict potential failures in
    affected components. This paper shows how to use data mining to get the answer
    on pressing production failures.\r\n"
author:
- first_name: Eva
  full_name: Scheideler, Eva
  id: '61522'
  last_name: Scheideler
- first_name: Andrea
  full_name: Ahlemeyer-Stubbe, Andrea
  last_name: Ahlemeyer-Stubbe
citation:
  ama: 'Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find
    Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production
    Engineering and Management, Hochschule Ostwestfalen-Lippe, eds. <i>Production
    Engineering and Management : Proceedings, 5th International Conference, October
    1 and 2, 2015, Trieste, Italy</i>. Hochschule Ostwestfalen-Lippe; 2015:163-174.'
  apa: 'Scheideler, E., &#38; Ahlemeyer-Stubbe, A. (2015). Data Mining: A Potential
    Detector to Find Failure in Complex Components. In E. Padoano, F.-J. Villmer,
    Department of Production Engineering and Management, &#38; Hochschule Ostwestfalen-Lippe
    (Eds.), <i>Production engineering and management : proceedings, 5th international
    conference, October 1 and 2, 2015, Trieste, Italy</i> (Issue 1, pp. 163–174).
    Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Scheideler E and Ahlemeyer-Stubbe A</b> (2015) Data Mining: A Potential
    Detector to Find Failure in Complex Components. In Padoano E et al. (eds), <i>Production
    Engineering and Management : Proceedings, 5th International Conference, October
    1 and 2, 2015, Trieste, Italy</i>. Lemgo: Hochschule Ostwestfalen-Lippe, pp. 163–174.'
  chicago: 'Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential
    Detector to Find Failure in Complex Components.” In <i>Production Engineering
    and Management : Proceedings, 5th International Conference, October 1 and 2, 2015,
    Trieste, Italy</i>, edited by Elio Padoano, Franz-Josef Villmer, Department of
    Production Engineering and Management, and Hochschule Ostwestfalen-Lippe, 163–74.
    Lemgo: Hochschule Ostwestfalen-Lippe, 2015.'
  chicago-de: 'Scheideler, Eva und Andrea Ahlemeyer-Stubbe. 2015. Data Mining: A Potential
    Detector to Find Failure in Complex Components. In: <i>Production engineering
    and management : proceedings, 5th international conference, October 1 and 2, 2015,
    Trieste, Italy</i>, hg. von Elio Padoano, Franz-Josef Villmer, Department of Production
    Engineering and Management, und Hochschule Ostwestfalen-Lippe, 163–174. Lemgo:
    Hochschule Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Scheideler, Eva</span> ; <span
    style="font-variant:small-caps;">Ahlemeyer-Stubbe, Andrea</span>: Data Mining:
    A Potential Detector to Find Failure in Complex Components. 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>
    ; <span style="font-variant:small-caps;">Hochschule Ostwestfalen-Lippe</span>
    (Hrsg.): <i>Production engineering and management : proceedings, 5th international
    conference, October 1 and 2, 2015, Trieste, Italy</i>. Lemgo : Hochschule Ostwestfalen-Lippe,
    2015, S. 163–174'
  havard: 'E. Scheideler, A. Ahlemeyer-Stubbe, Data Mining: A Potential Detector to
    Find Failure in Complex Components, in: E. Padoano, F.-J. Villmer, Department
    of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.),
    Production Engineering and Management : Proceedings, 5th International Conference,
    October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015:
    pp. 163–174.'
  ieee: 'E. Scheideler and A. Ahlemeyer-Stubbe, “Data Mining: A Potential Detector
    to Find Failure in Complex Components,” in <i>Production engineering and management :
    proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy</i>,
    Trieste, Italy, 2015, no. 1, pp. 163–174.'
  mla: 'Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential Detector
    to Find Failure in Complex Components.” <i>Production Engineering and Management :
    Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy</i>,
    edited by Elio Padoano et al., no. 1, Hochschule Ostwestfalen-Lippe, 2015, pp.
    163–74.'
  short: 'E. Scheideler, A. Ahlemeyer-Stubbe, in: E. Padoano, F.-J. Villmer, Department
    of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.),
    Production Engineering and Management : Proceedings, 5th International Conference,
    October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015,
    pp. 163–174.'
  ufg: '<b>Scheideler, Eva/Ahlemeyer-Stubbe, Andrea</b>: Data Mining: A Potential
    Detector to Find Failure in Complex Components, in: <i>Padoano, Elio u. a. (Hgg.)</i>:
    Production engineering and management : proceedings, 5th international conference,
    October 1 and 2, 2015, Trieste, Italy, Lemgo 2015,  S. 163–174.'
  van: 'Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find
    Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production
    Engineering and Management, Hochschule Ostwestfalen-Lippe, editors. Production
    engineering and management : proceedings, 5th international conference, October
    1 and 2, 2015, Trieste, Italy. Lemgo: Hochschule Ostwestfalen-Lippe; 2015. p.
    163–74.'
conference:
  end_date: 2015-10-02
  location: Trieste, Italy
  name: '5th International Conference "Production Engineering and Management" '
  start_date: 2015-10-01
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-19T07:15:57Z
date_updated: 2024-03-22T13:12:47Z
department:
- _id: DEP7000
- _id: DEP1306
editor:
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
issue: '1'
keyword:
- Data mining
- production failure
- multi-variant analysis
- multivariate process control
- predictive modelling
- case study
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
oa: '1'
page: 163-174
place: Lemgo
publication: 'Production engineering and management : proceedings, 5th international
  conference, October 1 and 2, 2015, Trieste, Italy'
publication_identifier:
  isbn:
  - 978-3-941645-11-0
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
status: public
title: 'Data Mining: A Potential Detector to Find Failure in Complex Components'
type: conference
user_id: '83781'
year: '2015'
...