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A reference information systems architecture for collaborative condition monitoring

Philipp Hagenhoff et al.

Information Systems and e-Business Management2026https://doi.org/10.1007/s10257-026-00716-xarticle
AJG 2ABDC B
Weight
0.50

Abstract

Collaborative Condition Monitoring (CCM) is a novel type of service in manufacturing industries that helps organizations improve machine performance by sharing and analyzing machine data across organizational boundaries. This service requires organizations to share data, and they require data infrastructure that accommodates their organizational and technical requirements. For instance, sharing data with other organizations implies a necessity for implementing data sovereignty policies that help data providers retain control of their data. Data spaces are a prominent type of data infrastructure that serves precisely this purpose – enabling data sharing while upholding data sovereignty and mitigating typical concerns. In this paper, we present a reference architecture for data spaces enabling CCM services. We pursue a design science research approach and integrate edge and cloud layers for seamless data sharing and analysis. With this, we provide (a) a framework that guides CCM data space implementation and (b) an abstract model that is transferable to multiple scenarios.

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https://doi.org/https://doi.org/10.1007/s10257-026-00716-x

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@article{philipp2026,
  title        = {{A reference information systems architecture for collaborative condition monitoring}},
  author       = {Philipp Hagenhoff et al.},
  journal      = {Information Systems and e-Business Management},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1007/s10257-026-00716-x},
}

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A reference information systems architecture for collaborative condition monitoring

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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