To reduce difficulties of performance analysis and improve performance test quality, the expert analysis system for performance test is researched. The performance analysis objects and methods are first summarized. By the analysis of manual method and knowledge prototype, a structured representation method is studied. Based on these studies, the structure of expert analysis system is simply designed.