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Nonlinear, distributing and random features of wind-solar energy power generation system (WSEPGS) make control question much complexity. In order to resolve these complicated questions, we first introduce the Multi-Agent technique into WSEPGS and establish the system's multi-agent model including data collecting and processing Agent module, control agent module, info-management agent module and resource management agent module. Realization of the multi-agent's collaboration and configuration of its hardware and software are described in detail. Then, by collaboration and communication of the four agent module, the system can share information and knowledge and improve single agent's ability. At last, the multi-agent system of WSEPGS can effectively solve control problem and enhance its stability and intelligence. In consequence, we apply the advanced multi-agent technology into the new WSEPGS, thus the project can improve the development of WSEPGS. Further more, it will realize utility of new energy, economic development as well as environmental protection.