---
_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. IEEE Transactions on Engineering Management.
2024;71:3641-3655. doi:10.1109/tem.2024.3352819
apa: zur Heiden, P., Priefer, J., & 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. IEEE Transactions on Engineering
Management, 71, 3641–3655. https://doi.org/10.1109/tem.2024.3352819
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={10.1109/tem.2024.3352819},
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.” IEEE Transactions
on Engineering Management 71 (2024): 3641–55. https://doi.org/10.1109/tem.2024.3352819.'
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,” IEEE Transactions on Engineering
Management, vol. 71, pp. 3641–3655, 2024, doi: 10.1109/tem.2024.3352819.'
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.” IEEE Transactions on Engineering Management, vol.
71, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3641–55,
doi:10.1109/tem.2024.3352819.
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'
...
---
_id: '56918'
abstract:
- lang: eng
text: Joint value creation of organizations in ecosystems have a high failure rate,
stressing the need for tools that enable the alignment of business models through
visual inquiry. However, existing visual inquiry tools rarely consider recent
design knowledge or ecosystem understanding. This leads to dissatisfied users
and impedes the full realization of ecosystems’ potential. This short paper proposes
an archaeological design science approach for enhancing the design of visual inquiry
tools (e.g., a canvas) for ecosystems. Preliminary findings reveal 24 relevant
artifacts, and shortcomings in the creation of conceptual models and rigorous
evaluations. The proposed research process aims to develop design principles for
more effective tools to bridge the gap between visual inquiry tools and ecosystems.
This research contributes to design science research by reutilizing design knowledge
and further developing the archaeological design approach. It also offers valuable
information to practitioners about existing business model tools for the creation
of ecosystems.
author:
- first_name: Christian
full_name: Vorbohle, Christian
id: '29951'
last_name: Vorbohle
citation:
ama: 'Vorbohle C. Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems
through Design Archaeology. In: Proceedings of the Thirty-Second European Conference
on Information Systems (ECIS 2024). ; 2024.'
apa: 'Vorbohle, C. (2024). Bridging Boundaries: Enhancing Visual Inquiry Tools for
Ecosystems through Design Archaeology. Proceedings of the Thirty-Second European
Conference on Information Systems (ECIS 2024). ECIS 2024, Paphos, Cyprus.'
bibtex: '@inproceedings{Vorbohle_2024, title={Bridging Boundaries: Enhancing Visual
Inquiry Tools for Ecosystems through Design Archaeology}, booktitle={Proceedings
of the Thirty-Second European Conference on Information Systems (ECIS 2024)},
author={Vorbohle, Christian}, year={2024} }'
chicago: 'Vorbohle, Christian. “Bridging Boundaries: Enhancing Visual Inquiry Tools
for Ecosystems through Design Archaeology.” In Proceedings of the Thirty-Second
European Conference on Information Systems (ECIS 2024), 2024.'
ieee: 'C. Vorbohle, “Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems
through Design Archaeology,” presented at the ECIS 2024, Paphos, Cyprus, 2024.'
mla: 'Vorbohle, Christian. “Bridging Boundaries: Enhancing Visual Inquiry Tools
for Ecosystems through Design Archaeology.” Proceedings of the Thirty-Second
European Conference on Information Systems (ECIS 2024), 2024.'
short: 'C. Vorbohle, in: Proceedings of the Thirty-Second European Conference on
Information Systems (ECIS 2024), 2024.'
conference:
location: Paphos, Cyprus
name: ECIS 2024
date_created: 2024-11-06T11:06:05Z
date_updated: 2025-03-21T13:33:23Z
keyword:
- Design Science Research
- Design Archaeology
- Canvas Analysis
- Business Model Tools
language:
- iso: eng
publication: Proceedings of the Thirty-Second European Conference on Information Systems
(ECIS 2024)
related_material:
link:
- relation: confirmation
url: https://aisel.aisnet.org/ecis2024/track23_designresearch/track23_designresearch/2/
status: public
title: 'Bridging Boundaries: Enhancing Visual Inquiry Tools for Ecosystems through
Design Archaeology'
type: conference
user_id: '29951'
year: '2024'
...
---
_id: '17055'
abstract:
- lang: eng
text: Understanding a new literature corpus can be a grueling experience for junior
scholars. Nevertheless, corresponding guidelines have not been updated for decades.
We contend that the traditional strategy of skimming all papers and reading selected
papers afterwards needs to be revised. Therefore, we design a new strategy that
guides the overall exploratory process by prioritizing influential papers for
initial reading, followed by skimming the remaining papers. Consistent with schemata
theory, starting with in-depth reading allows readers to acquire more substantial
prior content schemata, which are representa-tive for the literature corpus and
useful in the following skimming process. To this end, we develop a prototype
that identifies the influential papers from a set of PDFs, which is illustrated
in a case study in the IT business value domain. With the new strategy, we envision
a more efficient process of exploring unknown literature corpora.
author:
- first_name: Gerit
full_name: Wagner, Gerit
last_name: Wagner
- first_name: Philipp
full_name: Empl, Philipp
last_name: Empl
- first_name: Guido
full_name: Schryen, Guido
id: '72850'
last_name: Schryen
citation:
ama: 'Wagner G, Empl P, Schryen G. Designing a Novel Strategy for Exploring Literature
Corpora. In: 28th European Conference on Information Systems (ECIS 2020).
; 2020.'
apa: Wagner, G., Empl, P., & Schryen, G. (2020). Designing a Novel Strategy
for Exploring Literature Corpora. In 28th European Conference on Information
Systems (ECIS 2020). Marrakesh, Morocco.
bibtex: '@inproceedings{Wagner_Empl_Schryen_2020, title={Designing a Novel Strategy
for Exploring Literature Corpora}, booktitle={28th European Conference on Information
Systems (ECIS 2020)}, author={Wagner, Gerit and Empl, Philipp and Schryen, Guido},
year={2020} }'
chicago: Wagner, Gerit, Philipp Empl, and Guido Schryen. “Designing a Novel Strategy
for Exploring Literature Corpora.” In 28th European Conference on Information
Systems (ECIS 2020), 2020.
ieee: G. Wagner, P. Empl, and G. Schryen, “Designing a Novel Strategy for Exploring
Literature Corpora,” in 28th European Conference on Information Systems (ECIS
2020), Marrakesh, Morocco, 2020.
mla: Wagner, Gerit, et al. “Designing a Novel Strategy for Exploring Literature
Corpora.” 28th European Conference on Information Systems (ECIS 2020),
2020.
short: 'G. Wagner, P. Empl, G. Schryen, in: 28th European Conference on Information
Systems (ECIS 2020), 2020.'
conference:
location: Marrakesh, Morocco
name: Twenty-Eigth European Conference on Information Systems (ECIS2020)
date_created: 2020-05-24T15:23:32Z
date_updated: 2022-01-06T06:53:03Z
ddc:
- '000'
department:
- _id: '277'
file:
- access_level: open_access
content_type: application/pdf
creator: hsiemes
date_created: 2020-05-24T17:17:32Z
date_updated: 2021-08-13T14:04:55Z
file_id: '17056'
file_name: 2020-03-27-ECIS2020 Designing a novel strategy for exploring literature
corpora.pdf
file_size: 590754
relation: main_file
file_date_updated: 2021-08-13T14:04:55Z
has_accepted_license: '1'
keyword:
- Reading and skimming
- Exploring literature
- Review methodology
- Design science research
- Schemata theory
language:
- iso: eng
oa: '1'
publication: 28th European Conference on Information Systems (ECIS 2020)
status: public
title: Designing a Novel Strategy for Exploring Literature Corpora
type: conference
user_id: '61579'
year: '2020'
...
---
_id: '16285'
abstract:
- lang: eng
text: To decide in which part of town to open stores, high street retailers
consult statistical data on customers and cities, but they cannot analyze their
customers’ shopping behavior and geospatial features of a city due to missing
data. While previous research has proposed recommendation systems and
decision aids that address this type of decision problem – including factory
location and assortment planning – there currently is no design knowledge
available to prescribe the design of city center area recommendation systems
(CCARS). We set out to design a software prototype considering local
customers’ shopping interests and geospatial data on their shopping trips for
retail site selection. With real data on 500 customers and 1,100 shopping trips,
we demonstrate and evaluate our IT artifact. Our results illustrate how retailers
and public town center managers can use CCARS for spatial location selection,
growing retailers’ profits and a city center’s attractiveness for its citizens.
author:
- first_name: Philipp
full_name: zur Heiden, Philipp
id: '64394'
last_name: zur Heiden
- first_name: Carsten Ingo
full_name: Berendes, Carsten Ingo
id: '53344'
last_name: Berendes
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
citation:
ama: 'zur Heiden P, Berendes CI, Beverungen D. Designing City Center Area Recommendation
Systems . In: Proceedings of the 15th International Conference on Wirtschaftsinformatik.
Potsdam; 2020. doi:doi.org/10.30844/wi_2020_e1-heiden'
apa: zur Heiden, P., Berendes, C. I., & Beverungen, D. (2020). Designing City
Center Area Recommendation Systems . In Proceedings of the 15th International
Conference on Wirtschaftsinformatik. Potsdam. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden
bibtex: '@inproceedings{zur Heiden_Berendes_Beverungen_2020, place={Potsdam}, title={Designing
City Center Area Recommendation Systems }, DOI={doi.org/10.30844/wi_2020_e1-heiden},
booktitle={Proceedings of the 15th International Conference on Wirtschaftsinformatik},
author={zur Heiden, Philipp and Berendes, Carsten Ingo and Beverungen, Daniel},
year={2020} }'
chicago: Heiden, Philipp zur, Carsten Ingo Berendes, and Daniel Beverungen. “Designing
City Center Area Recommendation Systems .” In Proceedings of the 15th International
Conference on Wirtschaftsinformatik. Potsdam, 2020. https://doi.org/doi.org/10.30844/wi_2020_e1-heiden.
ieee: P. zur Heiden, C. I. Berendes, and D. Beverungen, “Designing City Center Area
Recommendation Systems ,” in Proceedings of the 15th International Conference
on Wirtschaftsinformatik, Potsdam, 2020.
mla: zur Heiden, Philipp, et al. “Designing City Center Area Recommendation Systems
.” Proceedings of the 15th International Conference on Wirtschaftsinformatik,
2020, doi:doi.org/10.30844/wi_2020_e1-heiden.
short: 'P. zur Heiden, C.I. Berendes, D. Beverungen, in: Proceedings of the 15th
International Conference on Wirtschaftsinformatik, Potsdam, 2020.'
conference:
end_date: 2020-03-11
location: Potsdam
name: 15th International Conference on Wirtschaftsinformatik
start_date: 2020-03-07
date_created: 2020-03-13T07:05:24Z
date_updated: 2022-01-06T06:52:48Z
ddc:
- '000'
department:
- _id: '526'
doi: doi.org/10.30844/wi_2020_e1-heiden
file:
- access_level: closed
content_type: application/pdf
creator: pzh
date_created: 2020-03-13T06:58:54Z
date_updated: 2020-03-13T06:58:54Z
file_id: '16286'
file_name: E1_City_recommendations_Master_final.pdf
file_size: 1370273
relation: main_file
success: 1
file_date_updated: 2020-03-13T06:58:54Z
has_accepted_license: '1'
keyword:
- Town Center Management
- High Street Retail
- Recommender Systems
- Geospatial Recommendations
- Design Science Research
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://library.gito.de/open-access-pdf/E1_City_recommendations_Master_final.pdf
oa: '1'
place: Potsdam
project:
- _id: '35'
grant_number: 02K15A073
name: Interaktive Einkaufserlebnisse in Innenstädten durch digitale Dienstleistungen
publication: Proceedings of the 15th International Conference on Wirtschaftsinformatik
publication_status: published
quality_controlled: '1'
status: public
title: 'Designing City Center Area Recommendation Systems '
type: conference
user_id: '64394'
year: '2020'
...
---
_id: '4516'
abstract:
- lang: eng
text: Although many methods have been proposed for engineering service systems and
customer solutions, most of these approaches give little consideration to recombinant
service innovation. Recombinant innovation refers to reusing and integrating resources
that were previously unconnected. In an age of networked products and data, we
can expect that many service innovations will be based on adding, dissociating,
and associating existing value propositions by accessing internal and external
resources instead of designing them from scratch. The purpose of this paper is
to identify if current service engineering approaches account for the mechanisms
of recombinant innovation and to design a method for recombinant service systems
engineering. In a conceptual analysis of 24 service engineering methods, the study
identified that most methods (1) focus on designing value propositions instead
of service systems, (2) view service independent of physical goods, (3) are either
linear or iterative instead of agile, and (4) do not sufficiently address the
mechanisms of recombinant innovation. The paper discusses how these deficiencies
can be remedied and designs a revised service systems engineering approach that
reorganizes service engineering processes according to four design principles.
The method is demonstrated with the recombinant design of a service system for
predictive maintenance of agricultural machines.
article_type: original
author:
- first_name: Daniel
full_name: Beverungen, Daniel
id: '59677'
last_name: Beverungen
- first_name: Hedda
full_name: Lüttenberg, Hedda
id: '60612'
last_name: Lüttenberg
- first_name: Verena
full_name: Wolf, Verena
id: '23633'
last_name: Wolf
citation:
ama: Beverungen D, Lüttenberg H, Wolf V. Recombinant Service Systems Engineering.
Business & Information Systems Engineering. 2018;60(5):377-391. doi:10.1007/s12599-018-0526-4
apa: Beverungen, D., Lüttenberg, H., & Wolf, V. (2018). Recombinant Service
Systems Engineering. Business & Information Systems Engineering, 60(5),
377–391. https://doi.org/10.1007/s12599-018-0526-4
bibtex: '@article{Beverungen_Lüttenberg_Wolf_2018, title={Recombinant Service Systems
Engineering}, volume={60}, DOI={10.1007/s12599-018-0526-4},
number={5}, journal={Business & Information Systems Engineering}, publisher={SpringerNature},
author={Beverungen, Daniel and Lüttenberg, Hedda and Wolf, Verena}, year={2018},
pages={377–391} }'
chicago: 'Beverungen, Daniel, Hedda Lüttenberg, and Verena Wolf. “Recombinant Service
Systems Engineering.” Business & Information Systems Engineering 60,
no. 5 (2018): 377–91. https://doi.org/10.1007/s12599-018-0526-4.'
ieee: 'D. Beverungen, H. Lüttenberg, and V. Wolf, “Recombinant Service Systems Engineering,”
Business & Information Systems Engineering, vol. 60, no. 5, pp. 377–391,
2018, doi: 10.1007/s12599-018-0526-4.'
mla: Beverungen, Daniel, et al. “Recombinant Service Systems Engineering.” Business
& Information Systems Engineering, vol. 60, no. 5, SpringerNature, 2018,
pp. 377–91, doi:10.1007/s12599-018-0526-4.
short: D. Beverungen, H. Lüttenberg, V. Wolf, Business & Information Systems
Engineering 60 (2018) 377–391.
date_created: 2018-09-19T13:53:51Z
date_updated: 2024-04-18T12:57:19Z
department:
- _id: '526'
doi: 10.1007/s12599-018-0526-4
intvolume: ' 60'
issue: '5'
keyword:
- Service engineering
- Recombinant innovation
- (Product-)service system
- Design science research
- New service development
language:
- iso: eng
page: 377-391
project:
- _id: '36'
grant_number: O2K14A22O
name: 'Digivation: Digitale Prozessinnovationen durch datenbasierte Dienstleistungen '
- _id: '1068'
grant_number: 02K14A220
name: 'DIGIVATION: DIGIVATION - Dienstleistungsinnovationen durch Digitalisierung
- Methoden, Potenziale und Transfer für Smart Services'
publication: Business & Information Systems Engineering
publication_identifier:
issn:
- 2363-7005
- 1867-0202
publication_status: published
publisher: SpringerNature
quality_controlled: '1'
status: public
title: Recombinant Service Systems Engineering
type: journal_article
user_id: '59677'
volume: 60
year: '2018'
...
---
_id: '4698'
author:
- first_name: Shirley
full_name: Gregor, Shirley
last_name: Gregor
- first_name: Oliver
full_name: Müller, Oliver
id: '72849'
last_name: Müller
- first_name: Stefan
full_name: Seidel, Stefan
last_name: Seidel
citation:
ama: 'Gregor S, Müller O, Seidel S. Reflection, abstraction and theorizing in design
and development research. In: European Conference on Information Systems.
; 2013.'
apa: Gregor, S., Müller, O., & Seidel, S. (2013). Reflection, abstraction and
theorizing in design and development research. In European Conference on Information
Systems.
bibtex: '@inproceedings{Gregor_Müller_Seidel_2013, title={Reflection, abstraction
and theorizing in design and development research}, booktitle={European Conference
on Information Systems}, author={Gregor, Shirley and Müller, Oliver and Seidel,
Stefan}, year={2013} }'
chicago: Gregor, Shirley, Oliver Müller, and Stefan Seidel. “Reflection, Abstraction
and Theorizing in Design and Development Research.” In European Conference
on Information Systems, 2013.
ieee: S. Gregor, O. Müller, and S. Seidel, “Reflection, abstraction and theorizing
in design and development research,” in European Conference on Information
Systems, 2013.
mla: Gregor, Shirley, et al. “Reflection, Abstraction and Theorizing in Design and
Development Research.” European Conference on Information Systems, 2013.
short: 'S. Gregor, O. Müller, S. Seidel, in: European Conference on Information
Systems, 2013.'
date_created: 2018-10-12T08:30:49Z
date_updated: 2022-01-06T07:01:18Z
extern: '1'
keyword:
- Abstraction
- Affordances
- Design Science Research
- Design Theory
- Information Systems Development
- Reflection
- Theorizing
language:
- iso: eng
main_file_link:
- url: https://aisel.aisnet.org/ecis2013_cr/74/
publication: European Conference on Information Systems
status: public
title: Reflection, abstraction and theorizing in design and development research
type: conference
user_id: '72849'
year: '2013'
...