LI Zhiyuan, WANG Yucai, WU Jianyun, et al. Construction and application of a multi-source data knowledge graph for relay protection operation and maintenance decision-making[J]. Ningxia Electric Power, 2026, (4).
DOI:
LI Zhiyuan, WANG Yucai, WU Jianyun, et al. Construction and application of a multi-source data knowledge graph for relay protection operation and maintenance decision-making[J]. Ningxia Electric Power, 2026, (4).DOI: 10.3969/j.issn.1672-3643.2026.04.004.
Construction and application of a multi-source data knowledge graph for relay protection operation and maintenance decision-making
To address challenges in relay protection operation and maintenance
including low efficiency
difficulty in detecting hidden defects
and insufficient accuracy in locating complex faults
a multi-source data knowledge graph system for operation and maintenance decision-making is proposed. By integrating multi-source heterogeneous data from dispatching
protection information
and fault recording
this system constructs a panoramic knowledge graph covering associations between primary and secondary equipment
protection action logic
and the temporal evolution of faults. It is applied to coordinated intelligent diagnosis of primary and secondary systems in power grid faults and intelligent identification of hidden defects in protection devices. Application results show that the proposed method can significantly improve fault-handling efficiency
enable early warning of potential risks
alleviate on-site operation and maintenance pressure
and provide a practical and feasible technical pathway for intelligent relay protection operation and maintenance.