文献类型：会议论文

英文题名：Multi-agent framework for energy supply/demand prediction

作者：Yigong, Peng[1]; Lu, ZhongCheng[1]; Yu, JinShou[1]

机构：[1] College of Information Science and Information Engineering, East China University of Science and Technology, China

会议论文集：2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009

会议日期：March 31, 2009 - April 2, 2009

会议地点：Los Angeles, CA, United states

语种：英文

外文关键词：Multi agent systems - Intelligent agents - Large scale systems - Forecasting - Energy resources

摘要：The framework based on Multi-Agent (MA) is proposed for energy supply/demand prediction, facing to the drawback hard to model energy supply/demand prediction system mathematically and attractions of Multi-Agent methods used in a complex system. In the proposed framework an intelligent hybrid agent and a MA hierarchical infrastructure of energy supply/demand prediction are presented. The Intelligent Hybrid Agent is composed of Deliberative Agent, Reflex agent, Decision-making Module and Coordination Module, in which Deliberative Agent is designed for realizing static prediction, Reflex Agent is for dynamic prediction, Decision-making Module is used for static prediction or dynamic prediction and Coordination Module is for communication among agents. Meanwhile, the implementation method for all the agents and modules are discussed respectively. The simulation work shows that this approach is valid to improve the prediction accuracy. Future research efforts will be done to extend its application to energy-based complex systems. ? 2008 IEEE.