Publikationen des Projekts
Eichelberger, Holger; Palmer, Gregory; Niederée, Claudia Developing an AI-enabled Industry 4.0 platform – Performance experiences on deploying AI onto an industrial edge device Inproceedings In: 13th Symposium on Software Performance 2022, 2022. Abstract | Links | BibTeX | Schlagwörter: IIP-Ecosphere, Industrie 4.0, Platform Activities, Virtual Platform Stichweh, Heiko; Sauer, Christian; Eichelberger, Holger IIP-Ecosphere Platform Requirements (Usage View) Whitepaper In: 2021. Abstract | Links | BibTeX | Schlagwörter: AI Services, Application Building, Artificial Intelligence, IIoT, IIoT-Platform, IIP-Ecosphere, Platform Activities, Platform Requirements, Usage View2022
@inproceedings{eichelberger2022ssp,
title = {Developing an AI-enabled Industry 4.0 platform – Performance experiences on deploying AI onto an industrial edge device},
author = {Holger Eichelberger and Gregory Palmer and Claudia Niederée},
url = {https://www.iip-ecosphere.de/ssp22/},
year = {2022},
date = {2022-11-09},
booktitle = {13th Symposium on Software Performance 2022},
abstract = {Bei der Maximierung des Nutzens von KI für die Industrie 4.0 geht es um mehr als nur die Entwicklung effektiver neuer KI-Methoden. Ebenso wichtig ist die erfolgreiche Integration von KI in Produktionsumgebungen. Eine offene Herausforderung ist der dynamische Einsatz von KI auf industriellen Edge-Geräten in unmittelbarer Nähe von Produktionsmaschinen. Die IIP-Ecosphere-Plattform wurde entwickelt, um die Einschränkungen bestehender Industrie 4.0-Plattformen zu überwinden. Sie unterstützt den flexiblen Einsatz von KI durch einen hochgradig konfigurierbaren Low-Code-basierten Ansatz, bei dem Code für maßgeschneiderte Plattformkomponenten und Anwendungen generiert wird. In diesem Papier messen wir die Leistung unserer Plattform an einem industriellen Demonstrator und diskutieren die Auswirkungen des Einsatzes von KI, ausgehend von einem zentralen Server, auf der Edge.},
keywords = {IIP-Ecosphere, Industrie 4.0, Platform Activities, Virtual Platform},
pubstate = {published},
tppubtype = {inproceedings}
}
2021
@whitepaper{Stichweh2021,
title = {IIP-Ecosphere Platform Requirements (Usage View)},
author = {Heiko Stichweh and Christian Sauer and Holger Eichelberger},
url = {https://www.iip-ecosphere.eu/wp-content/uploads/2021/03/IIP-2021_001_IIP-Ecosphere_Platform_Requirements_Usage_View.pdf},
doi = {10.5281/zenodo.4485801},
year = {2021},
date = {2021-03-11},
abstract = {This Whitepaper describes a shared view on the IIP-Ecosphere platform, which was developed as a core technical contribution of the IIP-Ecosphere Think Thank “Platforms”, to foster and complement the requirements collection of the platform, based on this shared view on envisioned platform functionality. Following the Industrial Internet Reference Architecture (IIRA), this Whitepaper describes the IIP-Ecosphere platform from the Usage Viewpoint. The Usage View on the IIP-Ecosphere platform that we discuss in this document represents the common view of all partners involved in the design, the subsequent implementation and, finally, the operations of the platform based on the voice of the prospective users of the platform in the IIP-Ecosphere community. The shared Usage View was collected in terms of a series of workshops with all interested project partners. The shared Usage View established in this document therefore provides a basis for deriving/validating the functional and quality requirements of the overall platform and, thus, enables the subsequent work on the development of the concepts and solutions established in the shared Usage View. For this current version of the Usage View, we jointly decided to focus on application building, distribution and AI services, as these topics strongly correlate with the technical foundations of the platform to be developed. For this focus, we describe a System under Consideration with 18 entities, 19 roles and 67 activities in this Whitepaper.},
keywords = {AI Services, Application Building, Artificial Intelligence, IIoT, IIoT-Platform, IIP-Ecosphere, Platform Activities, Platform Requirements, Usage View},
pubstate = {published},
tppubtype = {whitepaper}
}