---
_id: '4327'
abstract:
- lang: eng
  text: In ever changing world, the industrial systems become more and more complex.
    Machine feedback in the form of alarms and notifications, due to its growing volume,
    becomes overwhelming for the operator. In addition, expectations in relation to
    system availability are growing as well. Therefore, there exists strong need for
    new solutions guaranteeing fast troubleshooting of problems that arise during
    system operation. The approach proposed in this study uses advantages of the Asset
    Administration Shell, machine learning, and human-machine interaction in order
    to create the assistance system which holistically addresses the issue of troubleshooting
    complex industrial systems.
author:
- first_name: Dorota
  full_name: Lang, Dorota
  id: '68941'
  last_name: Lang
- first_name: Paul
  full_name: Wunderlich, Paul
  id: '52317'
  last_name: Wunderlich
- first_name: Mario
  full_name: Heinz, Mario
  id: '68913'
  last_name: Heinz
- first_name: Lukasz
  full_name: Wisniewski, Lukasz
  id: '1710'
  last_name: Wisniewski
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
citation:
  ama: 'Lang D, Wunderlich P, Heinz M, et al. Assistance System to Support Troubleshooting
    of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory
    Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE; 2018. doi:<a href="https://doi.org/10.1109/WFCS.2018.8402380">10.1109/WFCS.2018.8402380</a>'
  apa: 'Lang, D., Wunderlich, P., Heinz, M., Wisniewski, L., Jasperneite, J., Niggemann,
    O., &#38; Röcker, C. (2018). Assistance System to Support Troubleshooting of Complex
    Industrial Systems. In <i>14th IEEE International Workshop on Factory Communication
    Systems (WFCS)</i>. Piscataway, NJ: IEEE. <a href="https://doi.org/10.1109/WFCS.2018.8402380">https://doi.org/10.1109/WFCS.2018.8402380</a>'
  bjps: '<b>Lang D <i>et al.</i></b> (2018) Assistance System to Support Troubleshooting
    of Complex Industrial Systems. <i>14th IEEE International Workshop on Factory
    Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE.'
  chicago: 'Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen
    Jasperneite, Oliver Niggemann, and Carsten Röcker. “Assistance System to Support
    Troubleshooting of Complex Industrial Systems.” In <i>14th IEEE International
    Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE, 2018.
    <a href="https://doi.org/10.1109/WFCS.2018.8402380">https://doi.org/10.1109/WFCS.2018.8402380</a>.'
  chicago-de: 'Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen
    Jasperneite, Oliver Niggemann und Carsten Röcker. 2018. Assistance System to Support
    Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International
    Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE. doi:<a
    href="https://doi.org/10.1109/WFCS.2018.8402380,">10.1109/WFCS.2018.8402380,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Lang, Dorota</span> ; <span
    style="font-variant:small-caps;">Wunderlich, Paul</span> ; <span style="font-variant:small-caps;">Heinz,
    Mario</span> ; <span style="font-variant:small-caps;">Wisniewski, Lukasz</span>
    ; <span style="font-variant:small-caps;">Jasperneite, Jürgen</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span> ; <span style="font-variant:small-caps;">Röcker, Carsten</span>:
    Assistance System to Support Troubleshooting of Complex Industrial Systems. In:
    <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>.
    Piscataway, NJ : IEEE, 2018'
  havard: 'D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann,
    C. Röcker, Assistance System to Support Troubleshooting of Complex Industrial
    Systems, in: 14th IEEE International Workshop on Factory Communication Systems
    (WFCS), IEEE, Piscataway, NJ, 2018.'
  ieee: D. Lang <i>et al.</i>, “Assistance System to Support Troubleshooting of Complex
    Industrial Systems,” in <i>14th IEEE International Workshop on Factory Communication
    Systems (WFCS)</i>, Imperia, Italy , 2018.
  mla: Lang, Dorota, et al. “Assistance System to Support Troubleshooting of Complex
    Industrial Systems.” <i>14th IEEE International Workshop on Factory Communication
    Systems (WFCS)</i>, IEEE, 2018, doi:<a href="https://doi.org/10.1109/WFCS.2018.8402380">10.1109/WFCS.2018.8402380</a>.
  short: 'D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann,
    C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems
    (WFCS), IEEE, Piscataway, NJ, 2018.'
  ufg: '<b>Lang, Dorota et. al. (2018)</b>: Assistance System to Support Troubleshooting
    of Complex Industrial Systems, in: <i>14th IEEE International Workshop on Factory
    Communication Systems (WFCS)</i>, Piscataway, NJ.'
  van: 'Lang D, Wunderlich P, Heinz M, Wisniewski L, Jasperneite J, Niggemann O, et
    al. Assistance System to Support Troubleshooting of Complex Industrial Systems.
    In: 14th IEEE International Workshop on Factory Communication Systems (WFCS).
    Piscataway, NJ: IEEE; 2018.'
conference:
  end_date: 2018-06-15
  location: 'Imperia, Italy '
  name: 14th IEEE International Workshop on Factory Communication Systems (WFCS)
  start_date: 2018-06-13
date_created: 2021-01-08T08:26:30Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
- _id: DEP5019
doi: 10.1109/WFCS.2018.8402380
keyword:
- Maintenance engineering
- Adaptation models
- Machine learning
- Data models
- Standards
- Software
- Bayes methods
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: Piscataway, NJ
publication: 14th IEEE International Workshop on Factory Communication Systems (WFCS)
publication_identifier:
  eisbn:
  - 978-1-5386-1066-4
publication_status: published
publisher: IEEE
status: public
title: Assistance System to Support Troubleshooting of Complex Industrial Systems
type: conference
user_id: '45673'
year: 2018
...
---
_id: '265'
abstract:
- lang: eng
  text: The maintenance of a tool for injection molding or forming is usually accompanied
    by its disassembly and assembly. The duration of the assembly activities is often
    a large part of the total activity time for the maintenance of the tool. The degree
    of performance of the employees in the execution of these disassembly and assembly
    activities is often low. In addition, allowances occur (e.g. searching for work
    equipment). At the Industrial Engineering Lab of the Ostwestfalen-Lippe University
    of Applied Sciences, a prototype of an assistance system was developed to support
    the assembly activities in toolmaking. With the help of this system, the operator
    is guided step by step through the assembly process. The economic potential of
    the system exists in the reduction of training times, the avoidance of assembly
    errors and the increase of labor productivity.
author:
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
- first_name: Daniel
  full_name: Riediger, Daniel
  id: '52263'
  last_name: Riediger
- first_name: Alexander
  full_name: Unrau, Alexander
  id: '64690'
  last_name: Unrau
citation:
  ama: 'Hinrichsen S, Riediger D, Unrau A. Development of a Projection-Based Assistance
    System for Maintaining Injection Molding Tools. In: IEEE/ IEEM, ed. <i>2017 IEEE
    International Conference on Industrial Engineering and Engineering Management
    (IEEM)</i>. Danvers; 2017:1571-1575. doi:<a href="https://doi.org/10.1109/IEEM.2017.8290157">https://doi.org/10.1109/IEEM.2017.8290157</a>'
  apa: Hinrichsen, S., Riediger, D., &#38; Unrau, A. (2017). Development of a Projection-Based
    Assistance System for Maintaining Injection Molding Tools. In IEEE/ IEEM (Ed.),
    <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i> (pp. 1571–1575). Danvers. <a href="https://doi.org/10.1109/IEEM.2017.8290157">https://doi.org/10.1109/IEEM.2017.8290157</a>
  bjps: <b>Hinrichsen S, Riediger D and Unrau A</b> (2017) Development of a Projection-Based
    Assistance System for Maintaining Injection Molding Tools. In IEEE/ IEEM (ed.),
    <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i>. Danvers, pp. 1571–1575.
  chicago: Hinrichsen, Sven, Daniel Riediger, and Alexander Unrau. “Development of
    a Projection-Based Assistance System for Maintaining Injection Molding Tools.”
    In <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i>, edited by IEEE/ IEEM, 1571–75. Danvers, 2017. <a href="https://doi.org/10.1109/IEEM.2017.8290157">https://doi.org/10.1109/IEEM.2017.8290157</a>.
  chicago-de: 'Hinrichsen, Sven, Daniel Riediger und Alexander Unrau. 2017. Development
    of a Projection-Based Assistance System for Maintaining Injection Molding Tools.
    In: <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i>, hg. von IEEE/ IEEM, 1571–1575. Danvers. doi:<a href="https://doi.org/10.1109/IEEM.2017.8290157,">https://doi.org/10.1109/IEEM.2017.8290157,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Hinrichsen, Sven</span> ; <span
    style="font-variant:small-caps;">Riediger, Daniel</span> ; <span style="font-variant:small-caps;">Unrau,
    Alexander</span>: Development of a Projection-Based Assistance System for Maintaining
    Injection Molding Tools. In: <span style="font-variant:small-caps;">IEEE/ IEEM</span>
    (Hrsg.): <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i>. Danvers, 2017, S. 1571–1575'
  havard: 'S. Hinrichsen, D. Riediger, A. Unrau, Development of a Projection-Based
    Assistance System for Maintaining Injection Molding Tools, in: IEEE/ IEEM (Ed.),
    2017 IEEE International Conference on Industrial Engineering and Engineering Management
    (IEEM), Danvers, 2017: pp. 1571–1575.'
  ieee: S. Hinrichsen, D. Riediger, and A. Unrau, “Development of a Projection-Based
    Assistance System for Maintaining Injection Molding Tools,” in <i>2017 IEEE International
    Conference on Industrial Engineering and Engineering Management (IEEM)</i>, Singapore,
    2017, no. 1, pp. 1571–1575.
  mla: Hinrichsen, Sven, et al. “Development of a Projection-Based Assistance System
    for Maintaining Injection Molding Tools.” <i>2017 IEEE International Conference
    on Industrial Engineering and Engineering Management (IEEM)</i>, edited by IEEE/
    IEEM, no. 1, 2017, pp. 1571–75, doi:<a href="https://doi.org/10.1109/IEEM.2017.8290157">https://doi.org/10.1109/IEEM.2017.8290157</a>.
  short: 'S. Hinrichsen, D. Riediger, A. Unrau, in: IEEE/ IEEM (Ed.), 2017 IEEE International
    Conference on Industrial Engineering and Engineering Management (IEEM), Danvers,
    2017, pp. 1571–1575.'
  ufg: '<b>Hinrichsen, Sven et. al. (2017)</b>: Development of a Projection-Based
    Assistance System for Maintaining Injection Molding Tools, in: IEEE/ IEEM (Hg.):
    <i>2017 IEEE International Conference on Industrial Engineering and Engineering
    Management (IEEM)</i>, Danvers, S. 1571–1575.'
  van: 'Hinrichsen S, Riediger D, Unrau A. Development of a Projection-Based Assistance
    System for Maintaining Injection Molding Tools. In: IEEE/ IEEM, editor. 2017 IEEE
    International Conference on Industrial Engineering and Engineering Management
    (IEEM). Danvers; 2017. p. 1571–5.'
conference:
  end_date: 2017-12-13
  location: Singapore
  name: 'IEEE International Conference on Industrial Engineering and Engineering Management '
  start_date: 2017-12-10
corporate_editor:
- IEEE/ IEEM
date_created: 2018-11-26T11:59:27Z
date_updated: 2023-03-15T13:49:41Z
ddc:
- '620'
department:
- _id: DEP7020
- _id: DEP1305
doi: https://doi.org/10.1109/IEEM.2017.8290157
issue: '1'
keyword:
- injection moulding
- machine tools
- maintenance engineering
- productivity
- projection-based assistance system
- injection molding tools
- assembly activities
- assembly process
- assembly errors
- tool maintenance
- disassembly activities
- economic potential
- Industrial Engineering Lab
- Ostwestfalen-Lippe University of Applied Sciences
- toolmaking
- Tools
- Injection molding
- Maintenance engineering
- Usability
- Task analysis
- Workstations
- Morphology
- assembly assistance systems
- assistance systems
- maintenance of injection molding tools
- manual assembly
language:
- iso: eng
page: 1571-1575
place: Danvers
publication: 2017 IEEE International Conference on Industrial Engineering and Engineering
  Management (IEEM)
publication_identifier:
  isbn:
  - '978-1-5386-0948-4 '
quality_controlled: '1'
status: public
title: Development of a Projection-Based Assistance System for Maintaining Injection
  Molding Tools
type: conference
user_id: '74004'
year: 2017
...
---
_id: '4329'
abstract:
- lang: eng
  text: The term Industrie 4.0 carries the vision of smart factories, which automatically
    adapt to changes and assist the human as much as possible during operation and
    maintenance. This includes smart human machine interfaces, which reduce the chances
    of errors and help to make the right decisions. This paper presents an approach
    to equip the maintenance software running on a tablet PC with augmented reality
    functionality to be able to place virtual sticky notes at production modules.
    Additionally, these sticky notes are enriched with position information. The central
    element of this approach is an ontology-based context-aware framework, which aggregates
    and processes data from different sources. As a result, a tablet PC application
    was implemented, which allows displaying maintenance information as well as live
    plant process data in the form of augmented reality. More than 100 of those sticky
    notes can be placed using this system, whereas each note requires a file size
    of 12 to 16 kilo bytes. After placing a sticky note, the system recognizes it
    even if the camera's position is not exactly the same as during the placing process.
author:
- first_name: Holger
  full_name: Flatt, Holger
  id: '58494'
  last_name: Flatt
- first_name: Nils
  full_name: Koch, Nils
  last_name: Koch
- first_name: Andrei
  full_name: Guenter, Andrei
  last_name: Guenter
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
citation:
  ama: 'Flatt H, Koch N, Guenter A, Röcker C, Jasperneite J. A Context-Aware Assistance
    System for Maintenance Applications in Smart Factories based on Augmented Reality
    and Indoor Localization. In: <i> 2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA)</i>. New York: IEEE; 2015. doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586">10.1109/ETFA.2015.7301586</a>'
  apa: 'Flatt, H., Koch, N., Guenter, A., Röcker, C., &#38; Jasperneite, J. (2015).
    A Context-Aware Assistance System for Maintenance Applications in Smart Factories
    based on Augmented Reality and Indoor Localization. In <i> 2015 IEEE 20th Conference
    on Emerging Technologies &#38; Factory Automation (ETFA)</i>. New York: IEEE.
    <a href="https://doi.org/10.1109/ETFA.2015.7301586">https://doi.org/10.1109/ETFA.2015.7301586</a>'
  bjps: '<b>Flatt H <i>et al.</i></b> (2015) A Context-Aware Assistance System for
    Maintenance Applications in Smart Factories Based on Augmented Reality and Indoor
    Localization. <i> 2015 IEEE 20th Conference on Emerging Technologies &#38; Factory
    Automation (ETFA)</i>. New York: IEEE.'
  chicago: 'Flatt, Holger, Nils Koch, Andrei Guenter, Carsten Röcker, and Jürgen Jasperneite.
    “A Context-Aware Assistance System for Maintenance Applications in Smart Factories
    Based on Augmented Reality and Indoor Localization.” In <i> 2015 IEEE 20th Conference
    on Emerging Technologies &#38; Factory Automation (ETFA)</i>. New York: IEEE,
    2015. <a href="https://doi.org/10.1109/ETFA.2015.7301586">https://doi.org/10.1109/ETFA.2015.7301586</a>.'
  chicago-de: 'Flatt, Holger, Nils Koch, Andrei Guenter, Carsten Röcker und Jürgen
    Jasperneite. 2015. A Context-Aware Assistance System for Maintenance Applications
    in Smart Factories based on Augmented Reality and Indoor Localization. In: <i>
    2015 IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>.
    New York: IEEE. doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586,">10.1109/ETFA.2015.7301586,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Flatt, Holger</span> ; <span
    style="font-variant:small-caps;">Koch, Nils</span> ; <span style="font-variant:small-caps;">Guenter,
    Andrei</span> ; <span style="font-variant:small-caps;">Röcker, Carsten</span>
    ; <span style="font-variant:small-caps;">Jasperneite, Jürgen</span>: A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization. In: <i> 2015 IEEE 20th Conference on Emerging
    Technologies &#38; Factory Automation (ETFA)</i>. New York : IEEE, 2015'
  havard: 'H. Flatt, N. Koch, A. Guenter, C. Röcker, J. Jasperneite, A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization, in:  2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA), IEEE, New York, 2015.'
  ieee: H. Flatt, N. Koch, A. Guenter, C. Röcker, and J. Jasperneite, “A Context-Aware
    Assistance System for Maintenance Applications in Smart Factories based on Augmented
    Reality and Indoor Localization,” in <i> 2015 IEEE 20th Conference on Emerging
    Technologies &#38; Factory Automation (ETFA)</i>, Luxembourg, Luxembourg, 2015.
  mla: Flatt, Holger, et al. “A Context-Aware Assistance System for Maintenance Applications
    in Smart Factories Based on Augmented Reality and Indoor Localization.” <i> 2015
    IEEE 20th Conference on Emerging Technologies &#38; Factory Automation (ETFA)</i>,
    IEEE, 2015, doi:<a href="https://doi.org/10.1109/ETFA.2015.7301586">10.1109/ETFA.2015.7301586</a>.
  short: 'H. Flatt, N. Koch, A. Guenter, C. Röcker, J. Jasperneite, in:  2015 IEEE
    20th Conference on Emerging Technologies &#38; Factory Automation (ETFA), IEEE,
    New York, 2015.'
  ufg: '<b>Flatt, Holger et. al. (2015)</b>: A Context-Aware Assistance System for
    Maintenance Applications in Smart Factories based on Augmented Reality and Indoor
    Localization, in: <i> 2015 IEEE 20th Conference on Emerging Technologies &#38;
    Factory Automation (ETFA)</i>, New York.'
  van: 'Flatt H, Koch N, Guenter A, Röcker C, Jasperneite J. A Context-Aware Assistance
    System for Maintenance Applications in Smart Factories based on Augmented Reality
    and Indoor Localization. In:  2015 IEEE 20th Conference on Emerging Technologies
    &#38; Factory Automation (ETFA). New York: IEEE; 2015.'
conference:
  end_date: 2015-09-11
  location: Luxembourg, Luxembourg
  name: 20th Conference on Emerging Technologies & Factory Automation (ETFA)
  start_date: 2015-09-08
date_created: 2021-01-08T12:03:42Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1109/ETFA.2015.7301586
keyword:
- Maintenance engineering
- Augmented reality
- Context
- Context modelin
- Production facilities
- Cameras
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
place: New York
publication: ' 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation
  (ETFA)'
publication_status: published
publisher: IEEE
status: public
title: A Context-Aware Assistance System for Maintenance Applications in Smart Factories
  based on Augmented Reality and Indoor Localization
type: conference
user_id: '15514'
year: 2015
...
