Abstract: To solve high omission rate and poor timeliness of manual inspection for traditional thermal power plant electrical equipment, a condition inspection system is designed. First, it analyzes limitations of traditional inspection and clarifies core objectives. Then a three-level architecture is built, focusing on inspection terminal deployment, multi-source data processing flow and progressive algorithm model design. Finally, system implementation and experiments verify that it reduces omission rate and improves monitoring timeliness.