The track-type intelligent inspection robot for automatic operation and maintenance integrates an intelligent operation and maintenance platform, AI visual recognition, multiple monitoring sensors, and can complete tasks such as signal lights, switch buttons, instrument readings, cabinet temperatures, and partial discharge detection for equipment. It can be applied in distribution rooms, information machine rooms, equipment rooms, etc.