This paper proposed an on-line data validation diagnostic method on thermoelectric information management system, based on the principle of the conservation of mass and energy. With the relations among parameters of thermal system, the method can diagnose and warn of the on-line acquired abnormal data, then the validation and treatment can be made by professionals. The method proposed was useful to fault diagnose and maintain the measurement instruments of information management system of thermal power units, which has high practical value.