基于多主体的电力需求预测集成平台研究

Research on multi-agent based load forecasting integrating system

采用多主体技术,设计和实现了电力需求预测集成平台。该平台集成异质资源,不仅提供一个用户透明的分布式资源管理平台,而且为用户提供一个灵活、可视化预测分析实验平台,使得用户完成不同行业、不同区域的电力需求预测实验。初步应用表明,该平台在电力需求预测软件实用方面具有显著优势。

The power load forecasting is the important basis of planning and decision-making support of power systems.Multi-agent technology is developing rapidly in recent years and is the important direction in the fields of scientific research and engineering technology.Based on multi-agent technology,this paper describes the design and implement of a power load forecasting integrating system PowerLab.The system integrates various heterogeneous resources,in order to provide a user transparent distributed resource management platform and a flexible,visualization load forecasting platform.The system is able to complete the load forecasting experiment dynamically and intelligently in different sectors and regions.Its application indicates that the system significant performance advantages over traditional load forecasting software.