计算机工程与应用2012，Vol.48Issue(17)：1-4,22,5.DOI:10.3778/j.issn.1002-8331.2012.17.001
多主体协同电力负荷预测模型
Load forecasting model based on multi-agents cooperation
摘要
Abstract
This paper proposes the electricity load forecasting model based on the multi-agent (Multi-Agents System, MAS) coordination, and encapsulates different forecasting models into different Agents, by using communication between the Agents and the corporation mechanism, the forecasting problem can be solved, and it cooperatively forecasts based on the approximate day model, regression model, neural network model and rules revision model. The experimental results show that the cooperative forecasting model can get better forecasting precision, and the forecasting results are relatively stable, which is significant for the improvement of real load forecasting precision.关键词
多主体系统(MAS)/负荷预测/协同Key words
Multi-Agents System(MAS)/ load forecasting/ cooperation分类
信息技术与安全科学引用本文复制引用
安文,窦全胜..多主体协同电力负荷预测模型[J].计算机工程与应用,2012,48(17):1-4,22,5.基金项目
国家自然科学基金(No.60775035) （No.60775035）
山东省中青年科学家奖励基金(No.2009BSD01383) （No.2009BSD01383）
山东省自然基金资助项目(No.ZR2011FQ039). （No.ZR2011FQ039）
