Towards Risk-aware Machine Learning Supported Model Predictive Control and 
Open-loop Optimization for Repetitive Processes

Morabito, Bruno; Pohlodek, Johannes; Matschek, Janine; Savchenko, Anton; Carius, Lisa; Findeisen, Rolf

doi:10.1016/j.ifacol.2021.08.564

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Towards Risk-aware Machine Learning Supported Model Predictive Control and Open-loop Optimization for Repetitive Processes

Morabito, B., Pohlodek, J., Matschek, J., Savchenko, A., Carius, L., & Findeisen, R. (2021). Towards Risk-aware Machine Learning Supported Model Predictive Control and Open-loop Optimization for Repetitive Processes. IFAC-PapersOnLine, 54(6), 321-328.

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Item Permalink: https://hdl.handle.net/21.11116/0000-000A-15DF-4 Version Permalink: https://hdl.handle.net/21.11116/0000-000A-15E0-1

Genre: Conference Paper

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Creators:
Morabito, Bruno^{1, 2}, Author
Pohlodek, Johannes¹, Author
Matschek, Janine¹, Author
Savchenko, Anton¹, Author
Carius, Lisa¹, Author
Findeisen, Rolf¹, Author

Affiliations:
1Otto-von-Guericke-Universität Magdeburg, External Organizations, ou_1738156
2International Max Planck Research School (IMPRS), Max Planck Institute for Dynamics of Complex Technical Systems, Max Planck Society, ou_1738143

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Language(s): eng - English

Dates: Date issued: 2021

Publication Status: Issued

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Rev. Type: Peer

Identifiers: DOI: 10.1016/j.ifacol.2021.08.564

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Title: 7th IFAC Conference on Nonlinear Model Predictive Control - NMPC 2021

Place of Event: Bratislava, Slovakia

Start-/End Date: 2021-07-11 - 2021-07-14

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Title: IFAC-PapersOnLine

Source Genre: Journal

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Pages: - Volume / Issue: 54 (6) Sequence Number: - Start / End Page: 321 - 328 Identifier: ISSN: 24058963