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Model-free predictive control for power decoupling integrated PFC converters
2019 22nd International Conference on Electrical Machines and Systems (ICEMS), 2019An innovative integration of the second-order ultra-local model and deadbeat predictive control tactic is proposed to reinforce the performance of the power decoupling circuit. Consequently, bulky electrolytic capacitors can be eliminated, and the reliability of PFC converter can be improved.
Xikang Dong +5 more
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Model-free predictive current control of a voltage source inverter
2015 IEEE 2nd International Future Energy Electronics Conference (IFEEC), 2015This work presents a model-free predictive current control (MFPCC) that is suitable for a voltage source inverter with a decoupled three-phase load. With this method, the load currents and the load current differences are available to predict the future load currents associated with eight possible switching states, generated by the inverter.
null Cheng-Kai Lin +4 more
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Polynomial regression based model-free predictive control for nonlinear systems
2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), 2016In this paper, we introduce model-free predictive control based on a polynomial regression expression for nonlinear systems. In contrast to conventional methods, model-free predictive control does not explicitly require a mathematical model of the controlled systems. In stead of the model, it utilizes massive stored and observed input/output dataset to
Hongran Li, Shigeru Yamamoto
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An improved model-free predictive current control of PWM rectifiers
2017 20th International Conference on Electrical Machines and Systems (ICEMS), 2017Model predictive current control (MPCC) is a powerful control strategy for the control of three-phase power converters. Conventional MPCC achieves good steady state performance and quick dynamic response by selecting the optimal voltage vector. However, this method is highly dependent on the accuracy of the model and parameters, which means that the ...
Yongchang Zhang, Jie Liu
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Torque-Ripple-Mitigated Model-Free Predictive Current Control With Extended Control Set for PMSMs
IEEE Transactions on MagneticsIntermag 2024 Presentation: VP8: Motor Drives, Bearing, Testing and ...
Zhihao Zhu +6 more
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Model-Free Predictive Direct Speed Control for SPMSM Drives
2022 IEEE International Power Electronics and Application Conference and Exposition (PEAC), 2022Shu Cheng +4 more
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A Switched Ultra-Local Model-Free Predictive Controller for PMSMs
IEEE Transactions on Power ElectronicsExisting model-free predictive control (MFPC) methods are primarily based on mature controller design formulas, with various observers added to these controllers. Currently, there is a lack of modifications to the mechanism of modelfree predictive control itself.
Zhenxiao Yin +5 more
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Model-Free Data-Driven Predictive Control Using Reinforcement Learning
2023 62nd IEEE Conference on Decision and Control (CDC), 2023Shambhuraj Sawant +3 more
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Two-step Model-free Predictive Current Control for PMSM
2023 IEEE International Conference on Predictive Control of Electrical Drives and Power Electronics (PRECEDE), 2023Yaohua Li +5 more
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Continuous-Control-Set Model-Free Predictive Fundamental Current Control for PMSM System
IEEE Transactions on Power Electronics, 2023Fengxiang Wang +5 more
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