Data-Enabled Finite State Predictive Control for Power Converters via Adaline Neural Network

Finite control-set model predictive control (FCS-MPC) has been found as a promising alternative in the control of power converters and motor drives, albeit with model dependence issues. This inherent defect of the FCS-MPC controller triggered the widespread of model-free or data-driven control schem...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) Jg. 72; H. 3; S. 2244 - 2253
Hauptverfasser:	Wu, Wenjie, Qiu, Lin, Liu, Xing, Ma, Jien, Rodriguez, Jose, Fang, Youtong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.03.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adaline Adaptation models Capacitors Data models Dynamic models dynamic-linearization Electric potential Inverters model predictive control (MPC) Neural networks Parameters Power converters Predictive control Predictive models robustness Simulation Switches Voltage Voltage control
ISSN:	0278-0046, 1557-9948
Online-Zugang:	Volltext
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