基于SCADA数据的光伏系统故障诊断与分类-赵莹莹-协合新能源集团有限公司

Hierarchical Fault Detection and Multimodal Diagnosis in Large-Scale Photovoltaic Systems Yingying Zhao, Dahai Kang Concord New Energy Group Limited - China, Beijing, P. R. China 赵莹莹、康大海 协合新能源集团有限公司 Outline —FDD (Fault Detection and Diagnosis ) in large-scale photovoltaic (PV) systems Part 1: Background Part 2: Challenges Part 3: Proposed Solution Part 4: Experiments and Results Part 5: Industrial Application Part 6: Conclusions and Future Work 2 Intelligent Operation and Maintenance (O Yingying Zhao; Xiwei Liu; Li Shang; Qi Liu; Dahai Kang, Faultdiagnosis and classification in photovoltaic systems using SCADA data, 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC 17) • Qi Liu, Yawen Zhang,Yingying Zhao, Duanfeng Gao, David W Gallaher, Qin Lv, Li Shang. Automatic multi-sensor data quality checking and event detection for environmental sensing, 2017 AGU Fall meeting, 2017. 21 Thank you! Yingying Zhao Tel: +86-18221511565 Email: zhaoyy@cnegroup.com Dahai Kang Tel: +86-13371606888 Email: kangdh@cnegroup.com Please feel free to contact us if you have any inquiries: Concord New Energy Group Limited 协合新能源集团 有限公司