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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Vydané v:	IEEE transactions on industrial electronics (1982) Ročník 72; číslo 3; s. 2244 - 2253
Hlavní autori:	Wu, Wenjie, Qiu, Lin, Liu, Xing, Ma, Jien, Rodriguez, Jose, Fang, Youtong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.03.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	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
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