Low-carbon Economic Assessment of Microgrid based on EC-AHP and Triangular Fuzzy Number

被引:1
|
作者
Wang, Honggang [1 ]
Wang, Minnan [1 ]
Chen, Anqing [2 ]
Yu, Yangqi [2 ]
Xiao, Ge [1 ]
机构
[1] State Grid Corp China, Big Data Ctr, Beijing, Peoples R China
[2] State Grid ICT Yili Technol Co Ltd, Fujian, Peoples R China
关键词
Microgrid system; low-carbon economic; fuzzy evaluation; elasticity coefficient; analytic hierarchy process; triangular fuzzy number;
D O I
10.2174/2352096516666230418113306
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
Aims: With the in-depth study of microgrid system planning and operation strategy, comprehensive management and effective evaluation of various planning schemes and implementation effects are required.Introduction: A comprehensive evaluation method based on the elasticity coefficient analytic hierarchy process (EC-AHP) and triangle fuzzy number is proposed. Meanwhile, considering the changes in the internal and external environment of the system, a comprehensive evaluation index system for a microgrid with the coordinated operation of "source-grid-load-storage" is constructed combined with the existing microgrid planning and operation evaluation index system.Methods: The EC-AHP method avoids the limitation of using the "1-9" scaling method to determine the judgment matrix in the traditional AHP method, and uses the elasticity coefficient to reflect the degree of influence of the index changes on the expert's score, which reflects the importance of the index for the evaluation result. Introducing triangular fuzzy numbers to the evaluation of microgrid planning and operation can provide a comprehensive linguistic rating for evaluation indexes and systems.Results: Through applying the constructed evaluation index system and evaluation method to the calculation example of a regional microgrid, the pros and cons of various evaluation indexes of the microgrid and the weak links in the planning and operation process are obtained.Conclusion: The results show that the index system and evaluation method constructed in this paper can provide a basis for the improvement of microgrid planning and operation strategies, which can then be applied to the general management of the microgrid system.
引用
收藏
页码:750 / 762
页数:13
相关论文
共 50 条
  • [1] Risk assessment for substation operation based on triangular fuzzy number AHP and cloud model
    Zhang, Fuyong
    Chen, Biyun
    2018 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2018,
  • [2] Low-carbon environmental economic development based on fuzzy comprehensive algorithm
    Niu, Haitao
    Ren, Yixin
    Qin, Xian
    Gao, Xue
    ENVIRONMENTAL TECHNOLOGY & INNOVATION, 2021, 22
  • [3] Research on the improved BSC based on AHP and fuzzy comprehensive evaluation under the low-carbon economy
    He, Yonggui
    Dai, Yonghui
    2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [4] Optimizing the economic and low-carbon dispatch of source and load in a substation microgrid based on the theory of carbon emission flow
    Shi, Shengdong
    Zhong, Hao
    Han, Shu
    Sun, Zhongchao
    Yang, Jun
    PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ARTIFICIAL INTELLIGENCE, PEAI 2024, 2024, : 682 - 686
  • [5] Low-Carbon Supplier Selection Using Fuzzy AHP and Goal Programming Approach
    Huang, Feipeng
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2022, 2022
  • [6] Fuzzy optimization model for the low-carbon economic development level
    Liu, C., 1600, CESER Publications, Post Box No. 113, Roorkee, 247667, India (51):
  • [7] Economic and low-carbon island operation scheduling strategy for microgrid with renewable energy
    Liu, Yang
    Jiang, Zhanpeng
    Xing, Zuoxia
    Hao, Lichao
    Qu, Boyang
    ENERGY REPORTS, 2022, 8 : 196 - 204
  • [8] A framework for assessing low-carbon city based on AHP method
    Li, B. (xacjlibingjie@163.com), 2013, Research India Publications (08):
  • [9] Low-Carbon Power Grid Economic Assessment Model Based on CNN and LSTM
    Wu, Yinghen
    He, Wenting
    Li, Mingjia
    Zhang, Rui
    Zhang, Hongfeng
    Jie, Suo Lang Bu Duo
    Yang, Yuxin
    2023 IEEE INTERNATIONAL CONFERENCES ON INTERNET OF THINGS, ITHINGS IEEE GREEN COMPUTING AND COMMUNICATIONS, GREENCOM IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING, CPSCOM IEEE SMART DATA, SMARTDATA AND IEEE CONGRESS ON CYBERMATICS,CYBERMATICS, 2024, : 771 - 775
  • [10] AHP based on Triangular Intuitionistic Fuzzy Number and its Application to Supplier Selection Problem
    Nirmala, G.
    Uthra, G.
    MATERIALS TODAY-PROCEEDINGS, 2019, 16 : 987 - 993