Asset administration shell

Data-Driven Supplier Selection in Industry 4.0

Data-Driven Supplier Selection in Industry 4.0

Towards an industrial platform for selection and configuration
Purushothaman Ganesh ORCID Icon, Baris E. Albayrak ORCID Icon, Jörg Franke ORCID Icon, Till Sindel ORCID Icon, Jens Fürst, Sebastian Lang ORCID Icon
Industrial supply chains must repeatedly reconfigure sourcing strategies in response to disruptions, yet supplier capability information remains heterogeneous and difficult to operationalize. Existing research addresses supplier selection, simulation, and interoperability standards separately, treating discovery, evaluation, and optimization as disconnected steps requiring manual data transformation. This paper presents a framework for a data-driven industrial platform integrating three components: Asset Administration Shell-based supplier profiles structured by an Actor-Service ontology for semantic discovery, automatic discrete-event simulation model generation from layout data for performance evaluation, and KPI-driven configuration using optimization algorithms. The main contributions are an end-to-end interoperable workflow, a two-tier supplier profile concept separating semantic descriptions from simulation parameters, and a standardized KPI interface maintaining consistency ...
Industry 4.0 Science | Volume 42 | 2026 | Edition 4 | Pages 50-61 | DOI 10.30844/I4SE.26.4.6
Enabler for the Digital Twin

Enabler for the Digital Twin

Requirements for Technical Documentation 4.0
Christian Koch, Lukas Schulte, René Wöstmann, Jochen Deuse ORCID Icon
The increasing heterogeneity and complexity of industrial plant components from different manufacturers make it difficult to handle technical documentation consistently. In addition, the flexibility required for system changes challenges the long-term usability and legally compliant design of this documentation throughout the entire life cycle of cyber-physical production systems. This article contributes to the discussion on Technical Documentation 4.0 by systematically analyzing existing specifications and approaches and by proposing a concept for a holistic documentation framework.
Industry 4.0 Science | Volume 41 | 2025 | Edition 4 | Pages 76-85
Decentralized IOTA-based Industry Marketplace

Decentralized IOTA-based Industry Marketplace

Industry marketplace based on IOTA, eCl@ss and I4.0 administrative shell
Alexander Belyaev, Christian Diedrich, Holger Köther, Alaettin Dogan
This article presents an IOTA Industry Marketplace. The industry marketplace is a manufacturer- and industry-neutral open-source platform, based on the specifications and guidelines of the platform Industry 4.0 and enables an uncomplicated integration of company information systems into the overall network. The industry marketplace combines distributed ledger technology, unchangeable audit trails, standardized, machine-readable language, an integrated distributed identity system and provides a trusted and secure infrastructure for data and value transfer.
Industrie 4.0 Management | Volume 36 | 2020 | Edition 1 | Pages 36-40 | DOI 10.30844/I40M_20-1_S36-40