Optimized sizing of a standalone PV-wind-hydropower station with pumped-storage installation hybrid energy system

被引:186
|
作者
Xu, Xiao [1 ]
Hu, Weihao [1 ]
Cao, Di [1 ]
Huang, Qi [1 ]
Chen, Cong [2 ]
Chen, Zhe [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu, Peoples R China
[2] Hlth Data Insight Community Interest Co, Publ Hlth England, Capital Pk, Cambridge CB21 5XE, England
[3] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
关键词
PV-wind-HSPSI hybrid energy system; Loss of power supply probability; Levelized cost of energy; Curtailment rate; Multi-objective particle swarm optimization; Optimized design; MULTIOBJECTIVE OPTIMIZATION; LPSP TECHNOLOGY; POWER-SYSTEM; CAPACITY; DESIGN; FARM; DISTRIBUTIONS; TEMPERATURE; PERFORMANCE; ALGORITHM;
D O I
10.1016/j.renene.2019.09.099
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The development and utilization of renewable energy sources can not only effectively reduce carbon dioxide emissions, but also provide access to electricity to more parts of the world. A standalone hybrid system based on renewable sources is a promising way to supply reliable and continuous power in remote areas to which the grid has not extended. This paper designs and investigates a photovoltaics (PV)-wind-hydropower station with pumped-storage installation (HSPSI) hybrid energy system in Xiaojin, Sichuan, China as case of study. HSPSI can use the available flow of the river and store surplus energy generated from wind and PV by pumping water from the lower reservoir to the upper one. From the perspective of the investors, the techno-economic index is usually used to design the PV-wind-HSPSI hybrid energy system which aims to find the optimal configure with maximum power supply reliability and minimum investment cost. The trade-off analysis between the two objectives is based on Pareto optimality theory by means of Multi-Objective Particle Swarm Optimization (MOPSO). Besides, this paper takes the curtailment rate (CR) of the wind and PV power into consideration due to policy requirements. The relationship between the two objectives under various CR are analyzed and compared. Several results can be obtained as follows: 1) Comparing with the PV-HSPSI and wind-HSPSI hybrid energy system, the levelized cost of energy (LCOE) of the PV-wind-HSPSI hybrid energy system can reduce by 32.8% and 45.0% respectively. 2) For the PV-wind-HSPSI hybrid energy system, the LCOE can be as low as 0.091 $/kWh when 5% LPSP can be acceptable. 3) The policy of CR is unfavorable for the investors which leads to a higher investment cost. 4) Particle Swarm Optimization (PSO) performs better than genetic algorithm (GA) and Simulated Annealing method (SA) with a least LCOE. 5) both MOPSO and weighted sum approach (WSA) have a good performance to find the Pareto fronts and its hypervolume indicator (HV) is calculated. (c) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1418 / 1431
页数:14
相关论文
共 50 条
  • [1] Modeling and Practice of Wind/PV/Pumped-Storage Hybrid System
    Yi, Peng-fei
    Zhang, Jian
    Zhang, Zhao-yuan
    [J]. ENGINEERING AND MANUFACTURING TECHNOLOGIES, 2014, 541-542 : 892 - +
  • [2] Modeling and Optimization of Hybrid Wind/PV pumped-storage Power System
    Ren Yan
    Zheng Yuan
    Li Yanpin
    Huang Jianjun
    Zhang Dun
    [J]. MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, PTS 1 AND 2, 2011, 48-49 : 693 - +
  • [3] Intelligent optimization of hybrid wind/PV/pumped-storage power system
    Ren, Yan
    Zheng, Yuan
    Li, Chong
    Zhou, Bing
    Mao, Zhihao
    [J]. RENEWABLE AND SUSTAINABLE ENERGY II, PTS 1-4, 2012, 512-515 : 719 - +
  • [4] Optimized Control and Sizing of Standalone PV-Wind Energy Conversion System
    Belmili, Hocine
    Boulouma, Sabri
    Boualem, Bendib
    Faycal, Almi Med
    [J]. 3RD INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT RESEARCH, ICEER 2016, 2017, 107 : 76 - 84
  • [5] Pumped-storage hydropower and hydrogen storage for meeting water and energy demand through a hybrid renewable energy system
    Papathanasiou, Athanasios-Foivos
    Bertsiou, Maria Margarita
    Baltas, Evangelos
    [J]. EURO-MEDITERRANEAN JOURNAL FOR ENVIRONMENTAL INTEGRATION, 2024, 9 (03) : 1471 - 1483
  • [6] Effect of Hybrid Energy Storage on Sizing of PV-Wind Standalone System using Bacteria Foraging Optimization Algorithm
    Sikder, Sayani
    Konar, G.
    Chakraborty, N.
    [J]. 2018 20TH NATIONAL POWER SYSTEMS CONFERENCE (NPSC), 2018,
  • [7] RO desalination powered by renewable energy sources: Optimized sizing with pumped storage hydropower system
    Qudah, Azeez
    Almerbati, A.
    Mokheimer, Esmail M. A.
    [J]. JOURNAL OF ENERGY STORAGE, 2024, 97
  • [8] Reliability and dispatchability improvement of a hybrid system consisting of PV, wind, and bio-energy connected to pumped hydropower energy storage
    Alqahtani, Bader
    Yang, Jin
    Paul, Manosh C.
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2024, 304
  • [9] Optimal Sizing of Wind-PV-Pumped Hydro Energy Storage Systems
    Ekoh, Solomon
    Unsal, Ibrahim
    Maheri, Alireza
    [J]. PROCEEDINGS OF THE 2016 4TH INTERNATIONAL SYMPOSIUM ON ENVIRONMENTAL FRIENDLY ENERGIES AND APPLICATIONS (EFEA), 2016,
  • [10] Optimal sizing of standalone PV/Wind/Biomass hybrid energy system using GA and PSO optimization technique
    Sawle, Yashwant
    Gupta, S. C.
    Bohre, Aashish Kumar
    [J]. FIRST INTERNATIONAL CONFERENCE ON POWER ENGINEERING COMPUTING AND CONTROL (PECCON-2017 ), 2017, 117 : 690 - 698