Performance evaluation of aquavoltaics in China: Retrospect and prospect

被引:13
作者
Chen, Xin [1 ]
Zhou, Wenjia [2 ]
机构
[1] Minist Water Resources China, Changjiang Water Resources Commiss, Wuhan 430010, Peoples R China
[2] Lumentum Inc, 1001 Ridder Pk Dr, San Jose, CA 95131 USA
关键词
Aquavoltaics; Efficiency evaluation; Data envelopment analysis; High -power PV modules; China; PHOTOVOLTAIC POWER-STATIONS; UNITED-STATES; EFFICIENCY; RETURNS; PLANTS; SCALE;
D O I
10.1016/j.rser.2022.113109
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Aquavoltaic is an essential tool in overcoming the ground-based photovoltaic (PV) development barrier and achieving China's carbon neutrality target. After summarizing aquavoltaic technologies and global cases, this paper assesses the effectiveness of 292 aquavoltaic plants in China using the data envelopment analysis (DEA) method. Six essential input and output variables are included: installed capacity, power generation, occupied water area, construction cost, PV modules, and global horizontal irradiation to offer an appropriate measure of aquavoltaics efficiency in China. This study also performed correlation analysis for PV module type, PV mounting mode, and ownership based on a Tobit regression model. The results show that the efficiencies of China's aquavoltaics have improved significantly between 2014 and 2022, with the emergence and popularity of high -power PV modules playing a pivotal role. Furthermore, the regional study discovered provincial efficiency varies substantially. This paper also gives two reference indicators for new aquavoltaics in the future.
引用
收藏
页数:17
相关论文
共 70 条
[1]  
Accusolar, AQ PLANT TAIN CIT
[2]  
Akuo Energy, AQ APPL REUN CEDR
[3]   TOBIT MODELS - A SURVEY [J].
AMEMIYA, T .
JOURNAL OF ECONOMETRICS, 1984, 24 (1-2) :3-61
[4]   Variables reduction in data envelopment analysis [J].
Amirteimoori, Alireza ;
Despotis, Dimitris K. ;
Kordrostami, Sohrab .
OPTIMIZATION, 2014, 63 (05) :735-745
[5]  
[Anonymous], DAILY CHINA
[6]  
[Anonymous], 2017, ADV DEA THEORY APPL
[7]  
[Anonymous], PEOPLES DAILY ONLINE
[8]  
[Anonymous], MAGAZINE PV
[9]   The super-efficiency procedure for outlier identification, not for ranking efficient units [J].
Banker, Rajiv D. ;
Chang, Hsihul .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 175 (02) :1311-1320
[10]   On the use of super-efficiency procedures for ranking efficient units and identifying outliers [J].
Banker, Rajiv D. ;
Chang, Hsihui ;
Zheng, Zhiqiang .
ANNALS OF OPERATIONS RESEARCH, 2017, 250 (01) :21-35