renewable energy sources;
transmission network expansion planning;
Taguchi's orthogonal array testing;
renewable energy leak;
adaptive Tabu search;
IMPACT;
FLOW;
D O I:
10.1002/tee.22014
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:
Nowadays, renewable energy resources are becoming more and more popular. The intermittent nature of renewable energy sources will affect transmission network expansion planning (TNEP). Consequently, this paper presents a new problem formulation and solution procedure for TNEP which can cope with the intermittent characteristics. Taguchi's orthogonal array testing (TOAT) is used to select the scenarios that represent the loads and renewable energy resource uncertainties. In this paper, a new index called the renewable energy leak' (REL) is proposed to evaluate the unutilized or leaked' renewable energy in the TNEP. For minimizing the investment cost of transmission network expansion, annual generator operation cost, and annual transmission line loss cost, the meta-heuristic adaptive Tabu search (ATS) algorithm is used, while the system operating limits including the REL index are taken into account as the optimization constraints. The proposed procedure is tested in a modified IEEE Reliability Test System 79. The results show that the proposed method is efficient and promising. (c) 2014 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
机构:
Shanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R China
Hu, Jingwei
Xu, Xiaoyuan
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Shanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R China
Xu, Xiaoyuan
Ma, Hongyan
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机构:
Donghua Univ, Shanghai 201620, Peoples R ChinaShanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R China
Ma, Hongyan
Yan, Zheng
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机构:
Shanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ, Minist Educ, Key Lab Control Power Transmiss & Convers, Shanghai, Peoples R China
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Chen, Yixuan
Song, Zongpeng
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机构:
China Elect Power Res Inst, Renewable Energy Res Ctr, Beijing 10084, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Song, Zongpeng
Hou, Yunhe
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机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R China
Yin, Xin
Chen, Haoyong
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机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R China
Chen, Haoyong
Liang, Zipeng
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机构:
Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, SingaporeSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R China
Liang, Zipeng
Zhu, Yanjin
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机构:
South China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Elect Power Engn, Guangzhou 510640, Guangdong, Peoples R China
机构:
Univ Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, SpainUniv Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, Spain
Garcia-Cerezo, Alvaro
Baringo, Luis
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Univ Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, SpainUniv Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, Spain
Baringo, Luis
Garcia-Bertrand, Raquel
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机构:
Univ Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, SpainUniv Castilla La Mancha, Escuela Tecn Super Ingn Ind, Power & Energy Anal & Res Lab, Campus Univ S-N, Ciudad Real 13071, Spain