Multi-objective and multi-stage low-carbon planning of park integrated energy system considering random outages from superior power grid

被引:0
|
作者
Jiang, Xunpu [1 ]
Bao, Zhejing [2 ]
Chen, Jianwei [2 ]
Yu, Miao [2 ]
机构
[1] Zhejiang Univ, Polytech Inst, Hangzhou, Peoples R China
[2] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
关键词
microgrids; Pareto optimisation; power system planning; renewable energy sources; uncertainty handling;
D O I
10.1049/gtd2.13303
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article proposes a multi-objective and multi-stage low-carbon planning approach for park integrated energy systems (PIES) considering the impacts of random outages from the superior electrical grid. This approach incorporates optimal multi-stage construction sequencing and stepped carbon emission trading to leverage the economic and low-carbon benefits of long-term planning. First, the islanding modes of PIES are described using four random variables: island type, duration, start time, and typical day of occurrence, from which islanding scenarios are generated based on scenario tree. Next, a multi-objective planning model that considers both economics and reliability is constructed, with the objectives of minimizing the total lifecycle planning cost and the expected economic loss during islanding. The improved Normalized Normal Constraint (NNC) method is proposed to solve the multi-objective planning problem. Then, the fuzzy membership function is used to determine the optimal compromise solution, resulting in a planning scheme that balances economic efficiency and supply reliability. Finally, simulations indicate that, at the cost of a slight increase in planning expenses, the proposed model significantly reduces the loss costs under islanding modes compared with single-objective economic-focused planning. Additionally, the improved NNC method can achieve a more uniform Pareto frontier compared with the conventional NNC method. This article proposes a multi-stage low-carbon planning approach for park integrated energy systems (PIES) that considers the impacts of random outages from the connected superior electrical grid. A multi-objective planning model for PIES is established, considering both economic efficiency and supply reliability. image
引用
收藏
页码:3592 / 3607
页数:16
相关论文
共 50 条
  • [1] Multi-stage low-carbon planning of an integrated energy system considering demand response
    Huan, Jiajia
    Ding, Qiaoyi
    Yu, Tao
    Cheng, Yusi
    FRONTIERS IN ENERGY RESEARCH, 2023, 11
  • [2] Multi-stage Low-carbon Power System Planning Considering Generation Retirement and R retrofit
    Shen, Wei
    Chen, Xi
    Meng, Ke
    Dong, Zhao Yang
    Qiu, Jing
    2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2020,
  • [3] Multi-objective Optimization of Backbone Power Grid Considering Multi-stage Disaster Resilience
    Jin, Weichao
    Han, Chang
    Yang, Li
    Lin, Zhenzhi
    Gao, Qiang
    Ying, Guode
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2020, 44 (15): : 52 - 61
  • [4] Multi-Objective Planning of Power-Gas Integrated Energy System Considering Economy and Carbon Emission
    Zhu H.
    Wang J.
    Chen B.
    Zhang H.
    Chen J.
    Wu Q.
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2023, 57 (04): : 422 - 431
  • [5] Multi-stage multi-objective power expansion planning with fault uncertainty
    Xu Y.
    Zhang J.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (12): : 443 - 451
  • [6] Multi-stage Planning of Park-level Integrated Energy System Considering Construction Time Sequence
    Cao Y.
    Mu Y.
    Jia H.
    Yu X.
    Song Y.
    Wu K.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2020, 40 (21): : 6815 - 6827
  • [7] Low-Carbon Economic Multi-Objective Dispatch of an Integrated Energy System Based on GAPSO
    Qin, Minglei
    Lu, Anjie
    Huang, Yu
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2023, 29 (04) : 54 - 60
  • [8] Multi-Objective Low-Carbon Economic Dispatch Considering Demand Response with Wind Power Integrated Systems
    Liu Wenjuan
    Song Yundong
    Zhang Junru
    Liu Yang
    Meng Tao
    2016 THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND MECHANICAL ENGINEERING (ICMME 2016), 2017, 95
  • [9] A multi-stage planning model for transitioning to low-carbon integrated electric power and natural gas systems
    Wei, Zhinong
    Yang, Li
    Chen, Sheng
    Ma, Zhoujun
    Zang, Haixiang
    Fei, Youdie
    ENERGY, 2022, 254
  • [10] Multi-objective expansion planning of park-level integrated energy system considering the volatility trend of CETP
    Wang, Lei
    Dai, Wei
    Zhu, Liuzhu
    Wang, Xuli
    Yin, Chenxu
    Cong, Hao
    Shi, Tiancheng
    Qi, Xianjun
    Bi, Rui
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (06) : 1225 - 1243