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Performance of the Boost Chopper, Comparative Study between PI Control and Neural Control to Regulate Its Output Voltage

Performance of the Boost Chopper, Comparative Study between PI Control and Neural Control to Regulate Its Output Voltage
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摘要 In this study, we investigate the performance of a boost converter regulating its output voltage using two control methods: Proportional-Integral (PI) control and neural control. Both methods are implemented on a simulation platform (Matlab/Simulink) and evaluated in terms of accuracy, response speed, and robustness to disturbances. Indeed, the output voltage of converters exhibits imperfections that require a control method to optimize efficiency when applying a variable load. Results show that neural control offers superior performance in terms of accuracy and response time, with faster and more precise regulation of the output voltage. On the other hand, PI control proves to be more robust against disturbances. These findings can help guide the selection of the appropriate control method for a boost converter based on the specific requirements of each application. In this study, we investigate the performance of a boost converter regulating its output voltage using two control methods: Proportional-Integral (PI) control and neural control. Both methods are implemented on a simulation platform (Matlab/Simulink) and evaluated in terms of accuracy, response speed, and robustness to disturbances. Indeed, the output voltage of converters exhibits imperfections that require a control method to optimize efficiency when applying a variable load. Results show that neural control offers superior performance in terms of accuracy and response time, with faster and more precise regulation of the output voltage. On the other hand, PI control proves to be more robust against disturbances. These findings can help guide the selection of the appropriate control method for a boost converter based on the specific requirements of each application.
作者 Ibrahima Gueye Mamadou Sall Abdoulaye Kebe Ibrahima Gueye;Mamadou Sall;Abdoulaye Kebe(Laboratoire L3EPI, Ecole Superieure Polytechnique, Université Cheikh Anta Diop, Dakar, Senegal)
机构地区 Laboratoire L
出处 《Smart Grid and Renewable Energy》 CAS 2023年第5期73-84,共12页 智能电网与可再生能源(英文)
关键词 CHOPPER PI Control Neural Control Chopper PI Control Neural Control
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