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This paper introduces an intelligent decision support system based on multi-agent system, the intention of which is to upgrade intelligent level of power grid dispatching. The system utilizes the data from SCADA and fault information system. Based on the integrated data source, a model of agent living environment is presented. More researches are focused on architecture of multi-agent system and cooperative strategy of agents. Finally, a MAS-based decision support system (MASDSS) is established. The application shows MASDSS more advantageous than individual agent in the sides of integrated solving problems, cooperative control and information share.