CALCULATION AND VALIDATION OF PHOTOVOLTAIC STRING MULTI-PEAK PARAMETERS BASED ON MULTI-PEAK SEPARATION

Shen Minxiang; Guo Qian; Wei Dong; Lu Ting

doi:10.19912/j.0254-0096.tynxb.2023-1752

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CALCULATION AND VALIDATION OF PHOTOVOLTAIC STRING MULTI-PEAK PARAMETERS BASED ON MULTI-PEAK SEPARATION

更新时间：2025-10-18

- CALCULATION AND VALIDATION OF PHOTOVOLTAIC STRING MULTI-PEAK PARAMETERS BASED ON MULTI-PEAK SEPARATION
- Vol. 46, Issue 3, Pages: 320-327(2025)
- 作者机构：
  
  1. 中国计量大学机电工程学院,杭州 310018
  2. 中国计量大学现代科技学院,杭州 310018
- 作者简介：
- 基金信息：
- DOI：10.19912/j.0254-0096.tynxb.2023-1752
  CLC： TM615
- Published Online：07 April 2025，
  
  Published：2025
- 稿件说明：
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沈敏翔, 郭倩, 卫东, 陆挺. 基于多峰分离的光伏组串多峰参数计算与验证[J]. 太阳能学报, 2025, 46(3): 320-327.

Shen Minxiang, Guo Qian, Wei Dong, et al. CALCULATION AND VALIDATION OF PHOTOVOLTAIC STRING MULTI-PEAK PARAMETERS BASED ON MULTI-PEAK SEPARATION[J]. 2025, 46(3): 320-327.
沈敏翔, 郭倩, 卫东, 陆挺. 基于多峰分离的光伏组串多峰参数计算与验证[J]. 太阳能学报, 2025, 46(3): 320-327. DOI： 10.19912/j.0254-0096.tynxb.2023-1752.

Shen Minxiang, Guo Qian, Wei Dong, et al. CALCULATION AND VALIDATION OF PHOTOVOLTAIC STRING MULTI-PEAK PARAMETERS BASED ON MULTI-PEAK SEPARATION[J]. 2025, 46(3): 320-327. DOI： 10.19912/j.0254-0096.tynxb.2023-1752.

摘要

基于太阳电池正向/反向输出特性模型

研究故障对光伏组串I-V输出特性曲线的影响

建立光伏组串多峰输出特性模型。根据光伏组串输出电压的叠加特性

获得组串多峰分离方法

从而提出一种面向具有多峰输出特性曲线的光伏组串模型参数计算方法。从多峰输出特性曲线的首峰开始

利用改进粒子群算法计算当前波峰对应的单元模型参数

再通过多峰分离方法

结合计算所得的首峰至当前波峰对应的所有模型参数

从下一波峰中分离得到单峰曲线

计算对应模型参数

多峰分离与单峰参数计算交替进行

直至尾峰

完成所有模型参数计算。实验结果表明：所建光伏组串多峰输出特性模型能可靠模拟不同故障下光伏组串输出特性

所提基于多峰分离的光伏组串多峰参数计算方法能准确计算不同故障下光伏组串模型参数。

Abstract

Based on the forward/reverse output characteristic model of solar cells

the influence of fault modules on the I-V output characteristic curve of photovoltaic string is studied

and a multi peak output characteristic model of photovoltaic string is established. Based on the superposition characteristics of photovoltaic string output voltage

a multi peak separation method for string is obtained

and a parameter calculation method for photovoltaic string model with multi peak output characteristic curves is proposed. Starting from the first peak of the multi peak output characteristic curve

the improved particle swarm optimization algorithm is used to calculate the unit model parameters corresponding to the current peak. Then

through the multi peak separation method

combined with the calculated first peak to all model parameters corresponding to the current peak

the single peak curve is separated from the next peak

and the corresponding model parameters are calculated. The multi peak separation and single peak parameter calculation alternate until the tail peak

and all model parameter calculations are completed. The experimental results show that the established multi peak output characteristic model of photovoltaic string can reliably simulate the output characteristics of photovoltaic string under different faults; The proposed multi peak separation based photovoltaic string multi peak parameter calculation method can accurately calculate the photovoltaic string model parameters under different faults.

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references

CHEN X, YU K J.Hybridizing cuckoo search algorithm with biogeography-based optimization for estimating photovoltaic model parameters[J]. Solar energy, 2019, 180: 192-206.

LONG W, CAI S H, JIAO J J, et al.A new hybrid algorithm based on grey wolf optimizer and cuckoo search for parameter extraction of solar photovoltaic models[J]. Energy conversion and management, 2020, 203: 112243.

YOUSRI D, ALLAM D, ETEIBA M B, et al.Static and dynamic photovoltaic models’ parameters identification using Chaotic Heterogeneous Comprehensive Learning Particle Swarm Optimizer variants[J]. Energy conversion and management, 2019, 182: 546-563.

LI S J, GU Q, GONG W Y, et al.An enhanced adaptive differential evolution algorithm for parameter extraction of photovoltaic models[J]. Energy conversion and management, 2020, 205: 112443.

MARTIN, ABDEL ALEEM S H E, ZOBAA A F. On the root mean square error (RMSE) calculation for parameter estimation of photovoltaic models: a novel exact analytical solution based on Lambert W function[J]. Energy conversion and management, 2020, 210: 112716.

ALI. New method for computing single diode model parameters of photovoltaic modules[J]. Renewable energy, 2018, 128: 30-36.

MEHTA H K, WARKE H, KUKADIYA K, et al.Accurate expressions for single-diode-model solar cell parameterization[J]. IEEE journal of photovoltaics, 2019, 9(3): 803-810.

方洛迪, 郭倩, 卫东, 等. 遮挡状态下光伏组件多峰输出特性的参数计算与分析[J]. 太阳能学报, 2022, 43(7): 115-121.

魏缪宇, 卫东, 郭倩, 等. 局部异物遮挡状态下光伏单元输出特性与故障诊断方法[J]. 太阳能学报, 2021, 42(5): 260-266.

臧健康, 卫东, 魏缪宇. 基于多峰状态的光伏组串参数求解与波峰最大功率点计算方法[J]. 太阳能学报, 2020, 41(11): 86-94.

SATPATHY P R, SHARMA R.Parametric indicators for partial shading and fault prediction in photovoltaic arrays with various interconnection topologies[J]. Energy conversion and management, 2020, 219: 113018.

李智华, 马浩强, 吴春华, 等. 基于三参数的光伏组件老化程度诊断[J]. 中国电机工程学报, 2022, 42(9): 3327-3338.

魏缪宇. 基于特征量计算的光伏组件遮挡状态及热斑故障分析[D]. 杭州: 中国计量大学, 2019.

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