部分遮阳条件下光伏系统基于模型的柔性功率点跟踪方法

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computers & Electrical Engineering Pub Date : 2025-04-01 Epub Date: 2025-02-07 DOI:10.1016/j.compeleceng.2025.110148
Manliang Wang, Bingtuan Gao
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引用次数: 0

摘要

光伏并网系统的广泛应用对电力系统的稳定性提出了诸多挑战。柔性功率点跟踪(FPPT)策略可以为光伏发电带来灵活性和频率支持功能,其目的是将输出的有功功率控制到给定的有功功率指令值。部分遮阳条件下的最大功率点跟踪方法研究很多,但实现部分遮阳条件下的FPPT还需要具体的技术方法。本文提出了一种确定PSC下光伏阵列功率-电压特性的数学模型,以及一种基于模型的PSC下的FPPT方法。首先,建立了解析模型,确定了PSC下光伏阵列的多峰P-V曲线特征。其次,在不测量辐照度和温度的情况下,提出了精确计算多峰P-V曲线上各波谷点电压值的数学模型;实际电压值与计算电压值的比较和灵敏度分析验证了该数学模型的准确性。最后,根据上述分析模型,提出了一种跳过-比较-定位FPPT方法,可以实现对任意有功功率指令值的快速准确跟踪。仿真结果验证了该方法在跟踪精度、跟踪速度、算法复杂度等方面均优于现有方法,特别是在多峰复杂PSC下。实验结果进一步证明了该方法的有效性和实用性。
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Model-based flexible power point tracking method for photovoltaic systems under partial shading conditions
The extensive grid-connected photovoltaic (PV) systems have given rise to numerous challenges to the stability of power systems. Flexible power point tracking (FPPT) strategy can bring flexibility and frequency support functionality to PV power generation, which is designed to control the output active power to a given active power command value. As many maximum power point tracking methods under partial shading conditions (PSC) are studied, specific technical methods are still needed to realize FPPT under PSC. This paper proposes a mathematical model for determining the power-voltage (P-V) characteristics of PV array under PSC and a novel model-based FPPT method under PSC. Firstly, an analytical model is established to ascertain the features of the multi-peaks P-V curve of PV array under PSC. Secondly, the mathematical model for accurately calculating the voltage value of each trough point on the multi-peaks P-V curve is proposed, without measuring irradiance and temperature. Comparison between actual voltage value and calculated voltage value and sensitivity analysis have validated the high accuracy of the proposed mathematical model. Finally, according to the above analytical model, a skip-compare-locate FPPT method is proposed, which can realize quick and accurate tracking of any active power command value. Simulation results verify the advanced performance of the proposed FPPT method compared with other existing methods in terms of tracking accuracy, tracking speed, and algorithm complexity, especially under complex PSC with multiple peaks. Experimental results further prove the effectiveness and practicality of the proposed FPPT method.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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