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基于遗传算法的协同比例积分控制器在多旋翼风力发电系统直接功率控制脉宽调制策略中的应用

Synergetic-PI controller based on genetic algorithm for DPC-PWM strategy of a multi-rotor wind power system.

作者信息

Benbouhenni Habib, Gasmi Hamza, Colak Ilhami, Bizon Nicu, Thounthong Phatiphat

机构信息

Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Nisantasi University, 34481742, Istanbul, Turkey.

Laboratoire Controle Avancé (LABCAV), Department of Electronics and Telecommunications, University of Guelma, BP 401, 24000, Guelma, Algeria.

出版信息

Sci Rep. 2023 Aug 21;13(1):13570. doi: 10.1038/s41598-023-40870-7.

Abstract

This work designs a powerful new nonlinear control technique using synergetic control (SC), proportional-integral (PI) controller, and genetic algorithm (GA) for multi-rotor wind energy (MRWE) conversion systems, whereby an asynchronous generator (AG) is used to achieve optimal energy extraction. The direct power control (DPC) technique is used based on the proposed SC-PI-GA (SPI-GA) technique to control the AG-based MRWE system, where this new nonlinear control technique is used to achieve stable control characteristics under random changes in wind speed and to provide great robustness against modeling uncertainties. Moreover, the pulse width modulation (PWM) technique is used to control the AG inverter due to its simplicity and ease of implementation. In this proposed DPC-SPI-GA technique, we need to measure current and voltage to estimate the active power and the reactive power. Also, inner loops are not used in this proposed DPC-SPI-GA technique as is the case in the field-oriented control (FOC) technique, where the proposed system in this work is characterized by an integrated structure. Three different tests are proposed to study and verify the behavior of the designed DPC-SPI-GA strategy compared to the traditional DPC technique.

摘要

这项工作为多旋翼风能(MRWE)转换系统设计了一种强大的新型非线性控制技术,该技术采用协同控制(SC)、比例积分(PI)控制器和遗传算法(GA),通过异步发电机(AG)实现最优能量提取。基于所提出的SC-PI-GA(SPI-GA)技术,采用直接功率控制(DPC)技术来控制基于AG的MRWE系统,这种新型非线性控制技术用于在风速随机变化的情况下实现稳定的控制特性,并对建模不确定性具有很强的鲁棒性。此外,由于脉冲宽度调制(PWM)技术简单且易于实现,因此用于控制AG逆变器。在这种所提出的DPC-SPI-GA技术中,我们需要测量电流和电压来估计有功功率和无功功率。而且,与磁场定向控制(FOC)技术不同,在所提出的DPC-SPI-GA技术中不使用内环,这项工作中的所提出系统具有集成结构的特点。提出了三种不同的测试来研究和验证所设计的DPC-SPI-GA策略与传统DPC技术相比的性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/92fb/10442353/765770af7cac/41598_2023_40870_Fig1_HTML.jpg

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