Multi-Criteria Evaluation and Selection of Renewable Energy Battery Energy Storage System-A Case Study of Tibet, China

被引:8
作者
Pang, Nansheng [1 ]
Meng, Qichen [1 ]
Nan, Mengfan [2 ]
机构
[1] North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
[2] Beijing Construct Engn Grp Real Estate Dev Co Ltd, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Batteries; Decision making; Renewable energy sources; Power systems; Indexes; Power system stability; Measurement uncertainty; Renewable energy resources; battery energy storage system; intuitionistic uncertain linguistic; Choquet integral; group decision; LEAD-ACID-BATTERY; DECISION-MAKING; LITHIUM-ION; TECHNOLOGIES;
D O I
10.1109/ACCESS.2021.3107192
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Renewable energy sources such as solar energy and wind energy are characterized by intermittency and volatility due to their over-dependence on weather conditions. Therefore, it is especially important for the power system containing renewable energy to equip the energy storage system which can not only guarantee the flexibility of renewable energy utilization, but also improve the reliability of system power supply. Because the Battery Energy Storage System (BESS) is suitable for mass production and large-scale applications, it has become the main energy storage system scheme for the power system. Because different BESS have differences in efficiency of storage, storage capacity, discharge ability and maintenance, it is necessary to make a comprehensive evaluation and selection of the type of BESS for power system. In this paper, a comprehensive evaluation index system of BESS is established by taking the photovoltaic power station in Xizang region as an example. However, the existing methods are difficult to accurately measure the attribute values of each indicator and the correlation between experts. Therefore, this paper proposes the intuitionistic uncertain language Choquet ordered weighted aggregation operator (IULCWA) by combining intuitionistic uncertain language with fuzzy measure and Choquet integral, and establishes a fuzzy multi-criteria decision-making (MCDM) method for BESS selection. Comparison and analysis also prove that the modified model has good scientificity and operability. This study can provide a new theoretical basis for the selection of energy storage schemes for new energy batteries, and expand the application scope of fuzzy MCDM method.
引用
收藏
页码:119857 / 119870
页数:14
相关论文
共 51 条
[1]   Supply chain partners and configuration selection: An intuitionistic fuzzy Choquet integral operator based approach [J].
Ashayeri, Jalal ;
Tuzkaya, Gulfem ;
Tuzkaya, Umut R. .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) :3642-3649
[2]   Economic analysis of distributed solar photovoltaics with reused electric vehicle batteries as energy storage systems in China [J].
Bai, Bo ;
Xiong, Siqin ;
Song, Bo ;
Ma Xiaoming .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 109 :213-229
[3]   Energy storage and its use with intermittent renewable energy [J].
Barton, JP ;
Infield, DG .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (02) :441-448
[4]  
Braff WA, 2016, NAT CLIM CHANGE, V6, P964, DOI [10.1038/nclimate3045, 10.1038/NCLIMATE3045]
[5]   Selection of sustainable urban transportation alternatives using an integrated intuitionistic fuzzy Choquet integral approach [J].
Buyukozkan, Gulcin ;
Feyzioglu, Orhan ;
Gocer, Fethullah .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2018, 58 :186-207
[6]  
Choquet G., 1953, Annales de l'Institut Fourier, V5, P131, DOI DOI 10.5802/AIF.53
[7]   Linguistic quantifiers based on Choquet integrals [J].
Cui, Licong ;
Li, Yongming .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (02) :559-582
[8]   Study of energy storage systems and environmental challenges of batteries [J].
Dehghani-Sanij, A. R. ;
Tharumalingam, E. ;
Dusseault, M. B. ;
Fraser, R. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 104 :192-208
[9]   Location selection for underground natural gas storage using Choquet integral [J].
Demirel, Nihan Cetin ;
Demirel, Tufan ;
Deveci, Muhammet ;
Vardar, Gokhan .
JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2017, 45 :368-379
[10]   Choquet integral-based hesitant fuzzy decision-making to prevent soil erosion [J].
Demirel, Tufan ;
Oner, Sultan Ceren ;
Tuzun, Serhat ;
Deveci, Muhammet ;
Oner, Mahir ;
Demirel, Nihan Cetin .
GEODERMA, 2018, 313 :276-289