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The increasing penetration of renewable power generators has brought a great challenge to develop an appropriate energy dispatch scheme in a microgrid system. This paper presents a hierarchical energy management scheme by integrating renewable energy forecast results and distributed consensus algorithm. A multiple aggregated prediction algorithm (MAPA) is implemented based on satellite weather forecast data to obtain a short-term local solar radiance forecast curve, which outperforms thedoi:10.23919/iconac.2019.8895118 dblp:conf/iconac/MaM19 fatcat:3exaqu56a5bnzjnv6pzrp2ad64