---
_id: '50649'
abstract:
- lang: eng
  text: The energy turnaround and the shift towards sustainable mobility threaten
    the stability of European energy distribution grids due to substantially increasing
    load fluctuations and power demand. These challenges can critically impact assets
    in the distribution grid—e.g., switchgears—intensifying the need to plan, conduct,
    and manage the maintenance of such assets. Predictive maintenance strategies that
    analyze assets' current and historical condition data have been discussed as promising
    approaches toward that end. However, the extant research focuses on designing
    and improving analytical algorithms or information technology (IT) artifacts while
    not considering how a maintenance service is cocreated by companies with IT. This
    research article posits that IT and service must be aligned closely, presenting
    an ensemble artifact comprising a digital industrial platform and a smart service
    system for predictive maintenance on the distribution grid. The artifact is evaluated
    by conducting a willingness-to-pay analysis with asset operators, documenting
    their demand for condition monitoring and predictive maintenance as an integrated
    solution, although they still struggle with even getting the condition data of
    their assets. Building on these results, we formalize the knowledge in the form
    of design principles and implications for managing the maintenance of critical
    assets in the distribution grid.
article_type: original
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Jennifer
  full_name: Priefer, Jennifer
  id: '82872'
  last_name: Priefer
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: zur Heiden P, Priefer J, Beverungen D. Predictive Maintenance on the Energy
    Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the
    Context of a Smart Service System. <i>IEEE Transactions on Engineering Management</i>.
    2024;71:3641-3655. doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>
  apa: zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2024). Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System. <i>IEEE Transactions on Engineering
    Management</i>, <i>71</i>, 3641–3655. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>
  bibtex: '@article{zur Heiden_Priefer_Beverungen_2024, title={Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System}, volume={71}, DOI={<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>},
    journal={IEEE Transactions on Engineering Management}, publisher={Institute of
    Electrical and Electronics Engineers (IEEE)}, author={zur Heiden, Philipp and
    Priefer, Jennifer and Beverungen, Daniel}, year={2024}, pages={3641–3655} }'
  chicago: 'Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Predictive
    Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital
    Industrial Platform in the Context of a Smart Service System.” <i>IEEE Transactions
    on Engineering Management</i> 71 (2024): 3641–55. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>.'
  ieee: 'P. zur Heiden, J. Priefer, and D. Beverungen, “Predictive Maintenance on
    the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform
    in the Context of a Smart Service System,” <i>IEEE Transactions on Engineering
    Management</i>, vol. 71, pp. 3641–3655, 2024, doi: <a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.'
  mla: zur Heiden, Philipp, et al. “Predictive Maintenance on the Energy Distribution
    Grid—Design and Evaluation of a Digital Industrial Platform in the Context of
    a Smart Service System.” <i>IEEE Transactions on Engineering Management</i>, vol.
    71, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3641–55,
    doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.
  short: P. zur Heiden, J. Priefer, D. Beverungen, IEEE Transactions on Engineering
    Management 71 (2024) 3641–3655.
date_created: 2024-01-19T11:47:56Z
date_updated: 2024-11-11T09:50:34Z
ddc:
- '620'
doi: 10.1109/tem.2024.3352819
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2024-04-18T12:26:27Z
  date_updated: 2024-04-18T12:26:27Z
  file_id: '53570'
  file_name: Predictive_Maintenance_on_the_Energy_Distribution_GridDesign_and_Evaluation_of_a_Digital_Industrial_Platform_in_the_Context_of_a_Smart_Service_System.pdf
  file_size: 4070804
  relation: main_file
  success: 1
file_date_updated: 2024-04-18T12:26:27Z
has_accepted_license: '1'
intvolume: '        71'
keyword:
- Design science research
- digital platform
- distribution grid
- IS design
- predictive maintenance
- smart services
language:
- iso: eng
page: 3641-3655
project:
- _id: '651'
  grant_number: 03E16012F
  name: 'FLEMING: FLEMING - Flexible Monitoring- und Regelsysteme für die Energie-
    und Mobilitätswende im Verteilnetz durch Einsatz von Künstlicher Intelligenz'
publication: IEEE Transactions on Engineering Management
publication_identifier:
  issn:
  - 0018-9391
  - 1558-0040
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation
  of a Digital Industrial Platform in the Context of a Smart Service System
type: journal_article
user_id: '82872'
volume: 71
year: '2024'
...