What question did this study set out to answer?

To enhance real-time monitoring and analysis of substation equipment using advanced mapping algorithms.

June 19, 2026AIP AdvancesOpen Access

Substation secondary-circuit monitoring data matching and mapping based on a graph-theory-based depth-first traversal algorithm

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Randomized trial demonstrates improved data mapping precision in substations, highlighting advanced monitoring technologies.

To enhance real-time monitoring and analysis of substation equipment using advanced mapping algorithms.
Designed a depth-first traversal algorithm based on graph theory to improve data matching.
Established a comprehensive data acquisition architecture integrating field devices and communication networks.
Implemented a clustering algorithm for online monitoring data analysis.
Achieved over 80% coverage rate with a response time of 6.19 ms.
Mapping precision exceeded 85%, reaching up to 98%.

Qiang et al. (2026) studied this question.

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