太阳能光伏系统最大功率点跟踪模糊自适应动态设定点调整比例-积分-导数控制器

D. Karanjkar, S. Chatterji, Amod Kumar, S. Shimi
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引用次数: 22

摘要

针对太阳能光伏发电系统的最大功率点跟踪问题,提出了一种基于在线设定点跟踪的模糊自适应比例-积分-导数(PID)控制策略。采用继电器反馈整定方法对在线PID参数整定模糊逻辑的隶属函数范围进行了优化。所提出的MPPT控制器采用电流、辐射和温度传感器进行在线设定点调整。在MATLAB™/dSPACE™ds1104研发控制板平台上,对具有同步降压变换器和电阻负载的太阳能光伏系统进行了实时仿真。将所提技术的性能与现有的主要MPPT技术进行了比较,即基于扰动和观察、增量电导、模糊逻辑、神经网络和自适应神经模糊推理系统的MPPT方法。从跟踪效率、稳态和动态性能等方面比较了各种技术的性能。实验结果表明了该方法在快速变化的太阳辐射下跟踪最大功率点的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy adaptive proportional-integral-derivative controller with dynamic set-point adjustment for maximum power point tracking in solar photovoltaic system
A novel fuzzy adaptive proportional-integral-derivative (PID) control strategy with online set-point tracking is presented for maximum power point tracking (MPPT) in solar photovoltaic (PV) system in this paper. The range of the membership functions of the fuzzy logic for online PID parameter tuner has been optimized using the relay feedback tuning method. The proposed MPPT controller has been designed with online set-point adjustment approach using current, radiation and temperature sensors. Real-time simulations have been carried out on MATLAB™/dSPACE™ ds1104 Research and Development control board platform for solar PV system with synchronous buck converter and resistive load. Performance of the proposed techniques has been compared with main existing MPPT techniques viz. perturb and observe, incremental conductance, fuzzy logic, neural network and adaptive neuro-fuzzy inference system-based methods of MPPT. Performance of various techniques has been compared based on tracking efficiency, steady state and dynamic behaviour. Experimental results showed the superiority of the proposed method for tracking maximum power point under rapidly varying solar radiations.
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