Industry Solar PV Hotspot Intelligent Detection System
光伏电站热斑智能检测系统
Targeting pain points of low accuracy in hotspot detection and high miss/false alarm rates in drone inspections for distributed PV operations, integrating drone inspection images, infrared thermal imaging data, and plant operating parameters to build multi-source fusion hotspot intelligent detection model, achieving precise hotspot identification, fault root cause analysis and maintenance priority ranking.
npx openclaw skills install industry-solar-pv-hotspot-intelligent-detection-systemFeatures
- **多源数据热斑精准识别**: 融合无人机可见光图像与红外热成像图像，基于深度学习算法识别热斑区域，对比EL检测数据验证识别准确性，误报率降低60%以上
- **热斑根因智能分析**: 分析热斑位置、面积、温升幅度，结合组件遮挡历史、积灰数据、逆变器效率曲线，智能判断热斑成因（遮挡、积灰、电池片隐裂、旁路二极管故障等）
- **运维优先级智能排序**: 综合热斑严重程度、影响发电量损失、设备价值，输出运维优先级清单，建议最优检修顺序和资源配置方案
- **热斑发展趋势预测**: 基于历史热斑演变数据，预测当前热斑未来发展趋势，区分需紧急处理和可延后处理的热斑
Use Cases
Installation
npx openclaw skills install industry-solar-pv-hotspot-intelligent-detection-system
Usage Examples
`分析这批无人机巡检红外图像，识别所有热斑并标注位置和严重程度`
`对比热斑区域与EL检测图像，分析热斑根因`
`生成运维优先级清单，按发电量损失和设备价值排序`