1. 广西电网有限责任公司桂林供电局
2. 广西电网公司柳州供电局
3. 山东大学控制科学与工程学院
纸质出版:2025
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李景顺, 甘丽芳, 覃宗涛, 等. 基于多重一致性判别的并网光伏系统故障快速辨识[J]. 电网与清洁能源, 2025,41(6):56-63.
李景顺, 甘丽芳, 覃宗涛, et al. 基于多重一致性判别的并网光伏系统故障快速辨识[J]. 2025, 41(6): 56-63.
并网光伏发电系统在降低碳排放、减少化石燃料依赖方面发挥了重要作用,其稳定性和可靠性直接关系到电网的安全运行和电能质量。以并网光伏系统输出的电流信号为输入,开发了一种故障辨识框架。为了提高故障检测的鲁棒性,提出了一种多重一致性判别方法对直接故障检测的结果进行修正。进一步通过引入分段聚合近似算法对输入数据进行有效降维,并结合随机森林算法实现故障类型的高效准确识别。在公开数据集上进行的广泛实验结果证明了提出方法可以显著减少错误告警,具有优异的故障辨识性能。
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