电器与能效管理技术Issue(3)：19-25,33,8.DOI:10.16628/j.cnki.2095-8188.2017.03.004
基于多代理系统的虚拟电厂协调优化
Coordinated Optimizationof Virtual Power Plant Based on Multi-Agent System
摘要
Abstract
Considering the operating characteristics of virtual power plant,the multilevel control architecture of virtual power plant based on multi-agent system was built,and the structure and function of agent was designed.Then according to the different operation objectives and constraints of different levels,a multi-objective hierarchical optimization model of virtual power plant is proposed,which considers the safety and economy,to provide effective control method for the safe and efficient use of new energy.The multi-objective problem is transformed into a single objective optimization problem by using the improved membership function method and the maximum satisfaction model,and the genetic algorithm is used to solve the problem.Finally,the validity of the proposed model is verified by the calculation example.关键词
虚拟发电厂/多代理系统/清洁能源/分层控制/多目标优化Key words
virtual power plant/multi-agent system/clean energy/hierarchical control/multi-objective optimization分类
信息技术与安全科学引用本文复制引用
刘思源,艾芊..基于多代理系统的虚拟电厂协调优化[J].电器与能效管理技术,2017,(3):19-25,33,8.基金项目
国家自然科学基金项目(51577115) （51577115）
国家重点研发计划项目(2016YFB0901304) （2016YFB0901304）
