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Average-Value Modeling of Direct-Driven PMSG-Based Wind Energy Conversion Systems

Qiufang Zhang, Jinghan He, Yin Xu, Zeqi Hong, Ying Chen, Kai Strunz

2021IEEE Transactions on Energy Conversion49 citationsDOI

Abstract

Control design and stability analysis of direct-driven permanent magnet synchronous generator (PMSG)-based wind energy conversion systems (WECSs) typically involve extensive time-domain simulations and frequency-domain analyses. Those studies rely on accurate and computationally efficient models of WECSs. Detailed switching models can accurately describe the transients of power-electronic converters, but they suffer from low computational efficiency due to the repeated switching events. In this paper, a numerically efficient model is developed for a direct-driven PMSG-based WECS. Analytical and parametric average-value modeling techniques are applied to its switching subsystems, including a 12-pulse diode rectifier, a three-phase-interleaved boost converter, a dual three-phase voltage source inverter (VSI), and a crowbar circuit. The average-value models (AVMs) improve the simulation efficiency by representing the terminal characteristics of switching subsystems with a set of algebraic equations. In addition, numerical linearization techniques can be directly employed for them to obtain frequency-domain characteristics. The proposed model is verified against the detailed switching model and existing AVM in MATLAB/Simulink. It is shown to have excellent accuracy in both time-domain and frequency-domain studies while maintaining high computational efficiency.

Topics & Concepts

Control theory (sociology)Permanent magnet synchronous generatorComputer scienceWind powerParametric statisticsConvertersRectifier (neural networks)MATLABTime domainFrequency domainElectronic engineeringVoltageEngineeringMathematicsElectrical engineeringOperating systemRecurrent neural networkArtificial neural networkControl (management)Artificial intelligenceComputer visionMachine learningStatisticsStochastic neural networkMicrogrid Control and OptimizationMultilevel Inverters and ConvertersWind Turbine Control Systems
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