• CSCD核心库收录期刊
  • 中文核心期刊
  • 中国科技核心期刊

Electric Power Construction ›› 2018, Vol. 39 ›› Issue (11): 1-9.doi: 10.3969/j.issn.1000-7229.2018.11.001

    Next Articles

Economic Dispatch of the Integrated Gas and Power System Based on  ADP under Demand Response

SHUAI Hang1, AI Xiaomeng1, ZHANG Mengling1, YANG Libin2,  LI Pai3, LE Lingling1, FANG Jiakun4, WEN Jinyu1   

  1. 1.State Key Laboratory of Advanced Electromagnetic Engineering and Technology(Huazhong University of Science and Technology), Wuhan 430074, China;2. Qinghai Province Key Laboratory of Grid-Connected Photovoltaic (PV) Technology, Xining 810000, China;3. State Key Laboratory of Operation and Control of Renewable Energy & Storage Systems  (China Electric Power Research Institute), Beijing 100192, China;4. Department of Energy Technology (Aalborg University), Aalborg 9220, Denmark
  • Online:2018-11-01
  • Supported by:
    This work is jointly supported by the National Natural Science Foundation of China (No.51529701) and the Project of the State Grid Corporation of China (No.5228001600DX).

Abstract: The operation of integrated gas and power system (IGPS) can significantly improve the efficiency of energy usage, and its operation optimization has received extensive attention. In this paper, an optimal energy flow optimization model of IGPS considering demand response (DR) is established, and the ADP algorithm based economic dispatch policy is proposed for the integrated systems. Firstly, the particle swarm optimization (PSO) algorithm based load curve optimization policy which aims at minimizing the DR compensation cost and peak-to-valley difference rate of load is proposed. Secondly, the IGPS operation model is simplified as a linearized optimization model and approximate dynamic programming (ADP) is adopted. Simulation analysis is performed using a Grave 6-node power system and a 14-node natural gas network. The simulation results verify the validity of the proposed model and the solution algorithm, and show that considering both sides of supply and demand of IGPS can improve the energy efficiency of the integrated energy system.

Key words: integrated gas and power system, economic dispatch, approximate dynamic programming, demand response

CLC Number: