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Improving the Performance of DC Microgrids by Utilizing Adaptive Takagi-Sugeno Model Predictive Control 被引量:1
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作者 Hui Hwang Goh Jiahui Kang +4 位作者 Dongdong Zhang Hui Liu Wei Dai Tonni Agustiono Kurniawan Kai Chen Goh 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2023年第4期1472-1481,共10页
In naval direct current(DC)microgrids,pulsed power loads(PPLs)are becoming more prominent.A solar sys-tem,an energy storage system,and a pulse load coupled directly to the DC bus compose a DC microgrid in this study.F... In naval direct current(DC)microgrids,pulsed power loads(PPLs)are becoming more prominent.A solar sys-tem,an energy storage system,and a pulse load coupled directly to the DC bus compose a DC microgrid in this study.For DC mi-crogrids equipped with sonar,radar,and other sensors,pulse load research is crucial.Due to high pulse loads,there is a possibility of severe power pulsation and voltage loss.The original contribution of this paper is that we are able to address the nonlinear problem by applying the Takagi-Sugeno(TS)model formulation for naval DC microgrids.Additionally,we provide a nonlinear power observer for estimating major disturbances affecting DC microgrids.To demonstrate the TS-potential,we examine three approaches for mitigating their negative effects:instantaneous power control(IPC)control,model predictive control(MPC)formulation,and TS-MPC approach with compensated PPLs.The results reveal that the TS-MPC approach with adjusted PPLs effectively shares power and regulates bus voltage under a variety of load conditions,while greatly decreasing detrimental impacts of the pulse load.Additionally,the comparison confirmed the efficiency of this technique.Index Terms-DC microgrids(MG),model predictive control(MPC),pulsed power loads(PPLs),nonlinear power observer,Takagi-Sugeno(TS)fuzzy model. 展开更多
关键词 DC microgrids(MG) model predictive control(MPC) pulsed power loads(PPLs) nonlinear power observer Takagi-Sugeno(TS)fuzzy model.
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