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COgnitive Assisted agile manufacturing for a LAbor force supported by trustworthy Artificial Intelligence

Deliverables

Joint COALA requirements

A report describing the testable requirements accompanying stakeholder needs wants and believes starting KPIs for the evaluation and the expected measurable benefits

AI-support for predictive quality in manufacturing study

A report summarizing the concept and the state of the art for predictive quality

Digital intelligent assistant core for manufacturing demonstrator – version 1

The first implementation of the assistant core software in BIBAs research shop floor and allowing followup work and first dissemination and exploitation activities

Website, social media presence, and basic media material

Media materials including an initial media kit logo flyer website newsletter service and social media presence

Searching for OpenAIRE data...

Publications

Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference

Author(s): Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Published in: Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings, 423, 2021, Page(s) 155-166, ISBN 978-3-030-79021-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-79022-6_13

Anatomy of a Digital Assistant

Author(s): Stefan Wellsandt, Karl Hribernik, Klaus-Dieter Thoben
Published in: Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part IV, 633, 2021, Page(s) 321-330, ISBN 978-3-030-85909-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-85910-7_34

Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics

Author(s): Alexandros Bousdekis, Stefan Wellsandt, Enrica Bosani, Katerina Lepenioti, Dimitris Apostolou, Karl Hribernik, Gregoris Mentzas
Published in: Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part IV, 633, 2021, Page(s) 303-310, ISBN 978-3-030-85909-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-85910-7_32

Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning

Author(s): Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Published in: IEEE Access, 9, 2021, Page(s) 100677-100693, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3096662

Concept of a Voice-Enabled Digital Assistant for Predictive Maintenance in Manufacturing

Author(s): Stefan Wellsandta, Zoltan Rusak, Santiago Ruiz Arenas, Doris Aschenbrenner, Karl A. Hribernik, Klaus-Dieter Thoben
Published in: SSRN Electronic Journal, 2020, ISSN 1556-5068
Publisher: Elsevier
DOI: 10.2139/ssrn.3718008