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Recent Advances in Multi-Phase Electric Drives Model Predictive Control in Renewable Energy Application: A State-of-the-Art Review

Zhiwei Xue, Shuangxia Niu, Aten Man Ho Chau, Yixiao Luo, Hongjian Lin, Xianglin Li

2023World Electric Vehicle Journal14 citationsDOIOpen Access PDF

Abstract

Model predictive control (MPC) technology for multi-phase electric drives has received increasing attention in modern industries, especially in electric vehicles, marine electrical propulsion, and wind power generation. However, MPC has several challenges in controlling multi-phase electric drives, including the design of weighting factors, high computational complexity, large harmonic currents, heavy reliance on the system model, fault-tolerant control operation, common-mode voltage, and zero-sequence current hazards. Therefore, this paper gives a comprehensive review of the latest and most effective solutions to the existing major technical challenges and prospects for the future trends of MPC for multi-phase electric drives.

Topics & Concepts

Model predictive controlRenewable energyWeightingWind powerComputer scienceFault (geology)Control (management)EngineeringAutomotive engineeringControl engineeringElectrical engineeringPhysicsSeismologyArtificial intelligenceAcousticsGeologyMultilevel Inverters and ConvertersAdvanced DC-DC ConvertersMicrogrid Control and Optimization