Process identification in practice: Software-supported modeling for controller design

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

Abstract

In this paper, the authors deal with the questions of use case-oriented process identification. Based on a real world example, implementation problems such as experiment planning under real production conditions, data preparation and pre-processing, selection and application of an appropriate analysis technique as well as its result interpretation are discussed. A specialized software tool supports the key steps of the process identification and controller design. The advantages of a holistic software-supported approach of guided modeling and subsequent controller design to simplify the entire process are demonstrated.

Details

OriginalspracheEnglisch
TitelProceedings - 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2021
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
ISBN (elektronisch)9781728129891
PublikationsstatusVeröffentlicht - 2021
Peer-Review-StatusJa

Publikationsreihe

ReiheInternational Conference on Emerging Technologies and Factory Automation (ETFA)
Band2021-September
ISSN1946-0740

Konferenz

Titel26th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2021
Dauer7 - 10 September 2021
StadtVirtual, Vasteras
LandSchweden

Schlagworte

Schlagwörter

  • Data analytics, Guided analytics, Modeling, Process identification