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一种基于主动阴影的光伏系统故障检测与定位新方法
A Novel Active Shadow-Based Fault Detection and Localization Method for Photovoltaic Systems
| 作者 | Zhoucheng Xu · Kai Yang · Zexin Nie · Yalun Li · Languang Lu · Minggao Ouyang |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2025年9月 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 多电平 故障诊断 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 光伏系统 故障检测 主动阴影法 故障定位 仿真模型 |
语言:
中文摘要
光伏系统故障检测对运行安全至关重要。传统方法在正常运行条件下难以准确识别和定位故障,且依赖复杂传感器配置。本文提出一种基于主动阴影(AS)的故障检测方法,通过在光伏组件上引入主动遮蔽装置并按特定序列施加阴影,分析阵列输出功率变化,实现无需中断正常运行的快速故障检测与精确定位。构建基于串联子串的多层级高精度仿真模型,并定义识别系数(IC)评估算法性能,验证了该方法在复杂部分遮阴及短路、开路故障下适用于不同规模光伏阵列的故障定位能力。实际光伏阵列实验进一步证实了该方法的可行性与鲁棒性。
English Abstract
Fault detection in photovoltaic (PV) systems is crucial for operation safety. However, traditional methods often struggle with accurately identifying and locating faults under normal operation and require complex sensor setups. To enhance the efficiency and accuracy of fault detection and localization, this study proposes an active shadow (AS)-based fault detection method for PV systems. By introducing an active shading device to the PV modules and applying shadows in a specific sequence, the method analyzes changes in array output power to accurately detect and locate faults, enabling rapid fault detection without disrupting normal operation. Through introducing a multi-level high-precision simulation model based on the series substrings and defining an identification coefficient (IC) to evaluate the algorithm's performance, this method is proved to locate faults across various PV array sizes under complex partial shading (with varying shadow areas, positions and intensities), as well as short-circuit and opencircuit faults. Real-world PV array experiments further confirm the method's feasibility and robustness.
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SunView 深度解读
该主动阴影故障检测技术对阳光电源SG系列光伏逆变器及iSolarCloud智能运维平台具有重要应用价值。通过主动遮蔽装置引入可控阴影序列,结合功率变化分析实现组件级故障精确定位,可集成至阳光电源现有MPPT算法框架,增强SG逆变器的智能诊断能力。该方法无需额外传感器配置,适合大规模光伏阵列快速巡检,可与iSolarCloud云平台的预测性维护功能深度融合,通过远程控制遮蔽装置实现自动化故障扫描。对于PowerTitan储能系统配套的光伏侧,该技术能有效识别部分遮阴与短路/开路故障,提升系统可靠性,降低运维成本,为阳光电源智能运维体系提供创新的硬件辅助诊断方案。