To standardize and ensure the quality and performance of substation equipment on-line monitoring devices, improve device operation reliability and avoid subjective emotion influence, a treelike evaluation index system and a performance evaluation model based on emotion filtering are established .Finally the example validations indicate thatthe performance evaluation model can eliminate or control subjective emotion and the uncertainty of online detection device performance evaluation effectively.