
State Inference and Evaluation Technology of Relay Protection Based
The problems of relay protection equipment in such aspects as the insufficient depth of data mining, not timely grasp of equipment
1. Importance of Relay Protection: Protective relays are critical for maintaining the safety and stability of power systems. They detect abnormal conditions, isolate faults, and prevent cascading failures. Misoperations, such as unexpected trips or failure to trip, can lead to equipment damage, extended outages, and reliability risks, making accurate analysis essential for system operators and engineers . 2. Data Sources for Analysis: Modern digital relays generate extensive data, including sampled analog currents and voltages, input/output contact statuses, protection element states, and relay settings. These are typically recorded in event reports, fault reports, oscillography files, and setting files. Analyzing these data allows engineers to validate relay performance and diagnose inconsistencies between expected and actual behavior . 3. Automated and Expert System Approaches: Automated analysis systems use expert system methodologies, including forward chaining to predict relay behavior and backward chaining to diagnose misoperations. These systems help manage large volumes of data, identify faults, and provide detailed insights into relay operation, reducing the manual workload and improving accuracy . 4. Risk Assessment and Status Evaluation: Advanced evaluation strategies incorporate fuzzy logic and cloud models to assess relay operation risk. Weighting methods, such as combining the Analytical Hierarchy Process (AHP) with entropy weighting, help eliminate subjective bias. The operational risk level of each relay is determined by calculating the certainty of its performance against defined evaluation criteria . 5. Maintenance and Verification Cycles: Regular verification ensures relays operate correctly under fault conditions. High-reliability systems (≥60 kV) typically require annual verification, while lower-voltage systems may be checked every two years. Maintenance includes inspecting secondary circuits, wiring, and settings to ensure integrity and functionality . 6. Event Analysis and Corrective Actions: When misoperations occur, a structured event analysis is conducted using relay records, oscillography, sequence of events logs, SCADA data, and system conditions. The analysis identifies causes such as settings errors, logic issues, communication failures, or instrumentation problems. Corrective actions may include updating settings, modifying logic, repairing wiring, or replacing equipment .
Analyzing relay protection operation status involves integrating automated data analysis, risk assessment, and systematic maintenance. This ensures relays perform reliably, respond quickly to faults, and maintain system stability. By combining expert systems, structured evaluation methods, and regular verification, utilities can minimize misoperations, enhance power system reliability, and support compliance with operational standards .

The problems of relay protection equipment in such aspects as the insufficient depth of data mining, not timely grasp of equipment

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