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멀티 마이크로그리드 최적 운영을 위한 멀티 에이전트 시스템 적용
부이반하이 ( Van-hai Bui ),후세인아크타르 ( Akhtar Hussain ),김학만 ( Hak-man Kim ) 한국정보처리학회 2016 한국정보처리학회 학술대회논문집 Vol.23 No.1
Abstract This paper analyzes the capabilities of multi-agent system (MAS) technology for the optimal multi-microgrids (MMGs) operation in grid-connected mode. In this system, communication among microgrids (MGs) is realized by developing a modified contract net protocol (MCNP) based on agent communication language (ACL) messages. Moreover, a two-stage mathematical model is proposed based on mixed integer linear programming (MILP) for local optimization in each MG, and global optimization in energy management system.
고객 정보의 개인 정보 보호를 고려한 멀티 마이크로그리드 시스템의 최적 운영
후세인아크타르 ( Akhtar Hussain ),부이반하이 ( Van-hai Bui ),김학만 ( Hak-man Kim ) 한국정보처리학회 2016 한국정보처리학회 학술대회논문집 Vol.23 No.1
Information security and preservation of customer’s data privacy are key factors for further wide spread adoption of microgrid (MG) technology. However, strong coupling between the operation cost of multi-microgrid (MMG) system and privacy of customer data makes it more challenging. A nested energy management system (EMS) has been proposed in this paper. The surplus/shortage information from the inner level MGs is included in processing the optimal operation of outer level MGs. This type of optimization ensures a layered privacy-preservation to customer at each MG level. The proposed EMS architecture is a better trade-off architecture between the operation cost of the MMG system and customer privacy-preservation at each level of MG.