Economic Optimization Scheduling Based on Load Demand in Microgrids Considering Source Network Load Storage

Author:

He Yuling123ORCID,Wu Xuewei1,Sun Kai1,Du Xiaodong14,Wang Haipeng12,Zhao Jianli4

Affiliation:

1. Department of Mechanical Engineering, North China Electric Power University, Baoding 071003, China

2. Hebei Engineering Research Center for Advanced Manufacturing & Intelligent Operation and Maintenance of Electric Power Machinery, North China Electric Power University, Baoding 071003, China

3. Suzhou Institute of North China, Electric Power University, Suzhou 215000, China

4. State Grid Hebei Electric Power Research Institute, Shijiazhuang 050021, China

Abstract

As a large number of flexible elements such as distributed power and flexible load are connected to microgrids, the economic improvement of microgrids has become an important topic through rational energy distribution. In this paper, an economic scheduling model considering the load demand for a microgrid system under the mechanism of a peak–valley tariff is proposed. A mathematical model of the microgrid components is proposed to determine the exchange power between the microgrid and main network. Meanwhile, an improved War Strategy Optimization (WSO) algorithm is proposed to investigate three scenarios: (i) without batteries, (ii) with batteries and (iii) with batteries and demand response. Additionally, demand response optimization is carried out with the Particle Swarm Optimization (PSO) algorithm and the improved WSO is compared with four other algorithms in scenario (iii). The comparison shows that the improved WSO algorithm has a better optimization performance in solving the proposed scheduling model.

Funder

National Natural Science Foundation of China

Items of Institution of Higher Education Scientific Research of Hebei Province

Hebei Provincial Key Research and Development Program

Suzhou Social Developing Innovation Project of Science and Technology

Top Youth Talent Support Program of Hebei Province

Fundamental Research Funds for the Central Universities

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering

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