PV System Using Intelligent Controller for Unbalanced Current Compensation

Kuang Hsiung Tan, Faa Jeng Lin

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

A novel method is proposed to compensate the three-phase unbalanced currents of power grid under three-phase unbalanced load for a two-stage photovoltaic (PV) power system without the augmentation of active power filter (APF). The PV power system is composed of an interleaved DC/DC converter and a three-level neutral-point clamped (NPC) inverter. Moreover, in the proposed method, dq0-axis compensation currents are obtained through low pass filters (LPFs) to compensate the three-phase unbalanced currents of power grid. Furthermore, to improve the control performance of the DC bus voltage of the PV power system under unbalanced load variation condition, an online trained compensatory neural fuzzy network with an asymmetric membership function (CFNN-AMF) is proposed to replace the traditional proportional-integral (PI) controller for the DC bus voltage control. In the proposed CFNN-AMF, the compensatory parameter to integrate pessimistic and optimistic operations of fuzzy systems is embedded in the CFNN. In addition, the dimensions of the Gaussian membership functions are directly extended to AMFs. Additionally, the proposed controllers of the PV power system are implemented by two control platforms using floating-point digital signal processor (DSP). Finally, excellent compensation performance for the three-phase currents of power grid under three-phase unbalanced load can be achieved from the experimental results.

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主出版物標題Proceedings - 22nd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2021-Fall
編輯Her-Terng Yau, Roland Stenzel, Mei-Ling Shyu, Hsiung-Cheng Lin
發行者Institute of Electrical and Electronics Engineers Inc.
頁面152-157
頁數6
ISBN(電子)9781665404037
DOIs
出版狀態已出版 - 2021
事件22nd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2021-Fall - Virtual, Taichung, Taiwan
持續時間: 24 11月 202126 11月 2021

出版系列

名字Proceedings - 22nd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2021-Fall

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???event.eventtypes.event.conference???22nd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2021-Fall
國家/地區Taiwan
城市Virtual, Taichung
期間24/11/2126/11/21

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