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Learning-Based Nonlinear Model Predictive Control for Electrical Drives
Kennel, Ralph (Prof. Dr. Dr. h.c.) ; Kennel, Ralph (Prof. Dr. Dr. h.c.);Bolognani, Silverio (Prof.);Pacas, Mario (Prof. Dr.) ; Hammoud, Issa Mohammad Issa ; et al.

*Electronic Resource*
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Learning-Based Nonlinear Model Predictive Control for Electrical Drives
Hammoud, Issa Mohammad Issa ; Kennel, Ralph (Prof. Dr. Dr. h.c.) ; Bolognani, Silverio (Prof.) ; et al.

Ingenieurwissenschaften electrical drives, model... ddc:620 elektrische Antriebe, mo...
*Dissertation/ Thesis*
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Learning-Based Nonlinear Model Predictive Control for Electrical Drives ; Lernbasierte nichtlineare modellprädiktive Regelung für elektrische Antriebe
Hammoud, Issa Mohammad Issa ; Kennel, Ralph (Prof. Dr. Dr. h.c.) ; Bolognani, Silverio (Prof.) ; et al.

info:eu-repo/classificat... Ingenieurwissenschaften electrical drives model predictive control machine learning elektrische Antriebe
*Dissertation/ Thesis*
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Fault-Tolerant Predictive Control With Deep-Reinforcement-Learning-Based Torque Distribution for Four In-Wheel Motor Drive Electric Vehicles
Deng, Huifan ; Zhao, Youqun ; Nguyen, Tran Anh-Tu ; et al.
IEEE/ASME Transactions on Mechatronics. 28:668-680

torque vectoring 0209 industrial biotechn... reinforcement learning (... in-wheel/hub motor vehicle motion dynamics 0202 electrical engineer...
*Academic Journal*
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Machine learning-based predictive control using on-line model linearization: Application to an experimental electrochemical reactor.
Luo, Junwei ; Çıtmacı, Berkay ; Jang, Joon Baek ; et al.
Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A. Sep2023, Vol. 197, p721-737. 17p.

CHEMICAL processes MANUFACTURING processes QUADRATIC programming ELECTRODE potential CARBON dioxide RECURRENT neural network...
*Academic Journal*
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Hybrid Drive Simulation Architecture for Power Distribution Based on the Federated Evolutionary Monte Carlo Algorithm.
Jia, Dongli ; Yang, Xiaoyu ; Sheng, Wanxing ; et al.
Energies (19961073). Nov2025, Vol. 18 Issue 21, p5595. 20p.

ELECTRIC power distribut... MATHEMATICAL optimizatio... CLUSTERING algorithms DISTRIBUTED computing ENSEMBLE learning HYBRID computer simulati...
*Academic Journal*
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Inception loops discover what excites neurons most using deep predictive models.
Walker EY ; Sinz FH ; Cobos E ; et al.
Publisher: Nature Publishing Group Country of Publication: United States NLM ID: 9809671 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1546-1726 (Electronic) Linking ISSN: 10976256 NLM ISO Abbreviation: Nat Neurosci Subsets: MEDLINE

Animals Computer Simulation Eye Movements physiology Female Male Mice
*Academic Journal*
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Learning-based model predictive current control for synchronous machines: An LSTM approach.
Hammoud, Issa ; Hentzelt, Sebastian ; Oehlschlaegel, Thimo ; et al.
European Journal of Control. Nov2022, Vol. 68, pN.PAG-N.PAG. 1p.

Prediction models Physical laws Machinery Problem solving
*Academic Journal*
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Neural Network-based Model Predictive Control with Input-to-State Stability
Seel, Katrine ; Grøtli, Esten Ingar ; Moe, Signe ; et al.
3556-3563 ; American Control Conference (ACC)

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