Optimal sizing of stand-alone wind-powered seawater reverse osmosis plants without use of massive energy storage

被引:23
|
作者
Carta, Jose A. [1 ]
Cabrera, Pedro [1 ]
机构
[1] Univ Las Palmas Gran Canaria, Mech Engn Dept, Campus Tafira S-N, Gran Canaria 35017, Canary Islands, Spain
关键词
Wind energy; Water-energy nexus; Desalination; Water storage reservoir; Measure-correlate-predict; Specific costs; WATER DESALINATION; RENEWABLE ENERGY; SDAWES PROJECT; TARGET SITE; SYSTEM; OPTIMIZATION; PROTOTYPE; BATTERIES; ANNS;
D O I
10.1016/j.apenergy.2021.117888
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A method, which involves genetic algorithms, is presented for the optimal sizing of a system comprising a medium-scale modular seawater reverse osmosis desalination plant powered exclusively by off-grid wind energy. The system uses a water storage reservoir that allows coverage of a particular hourly freshwater demand. The use of massive energy storage devices is discarded, although flywheels are used as a dynamic regulation subsystem as well as an uninterrupted power device to supply energy to the control subsystem. The method considers the interannual variation of wind energy, for which it uses machine learning techniques, and introduces randomness in the daily freshwater demand profile. The control strategy is based on ensuring that the energy consumption of the desalination modules remains in synchrony with wind generation throughout the system's useful life, either operating under constant pressure and flow conditions or varying these parameters within an acceptable range. The proposed method is applied to a case study, aiming to cover a freshwater demand of 1825 x 103 m3/year, which is equivalent to the water production of a desalination plant with a 5000 m3/day capacity. As the proposed method evaluates the influence of diverse economic and technical parameters, it constitutes a useful tool in the design and implementation of such systems. The results obtained with the optimal system of the case study are compared with those obtained on the basis of a configuration that uses backup batteries to ensure continuous operation. It is shown that the variable operating strategy provides the optimal economic system.
引用
收藏
页数:23
相关论文
共 50 条
  • [41] Optimum power control and coordinate sizing for the stand-alone wind-energy storage integrated hydrogen production system
    Zhu, Xinke
    Chen, Jiawei
    Wang, Lei
    Wang, Pengfei
    Fang, Zhong
    Du, Xin
    Gao, Fei
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 88 : 803 - 814
  • [42] Sizing of a stand-alone Photovoltaic/Wind Energy System with Hydrogen and Battery Storage based on Improved Ant Colony Algorithm
    Dong, Weiqiang
    Li, Yanjun
    Xiang, Ji
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 4461 - 4466
  • [43] Reasearch on optimal sizing of stand-alone diesel-based hybrid energy systems
    Wang, Rongjie
    Zhan, Yiju
    Zhou, Haifeng
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 40 (02): : 348 - 355
  • [44] Optimal Sizing of a Stand-alone Wind/Photovoltaic Generation Unit using Particle Swarm Optimization
    Kaviani, Ali Kashefi
    Baghaee, Hamid Reza
    Riahy, Gholam Hossein
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2009, 85 (02): : 89 - 99
  • [45] Modelling Small-Scale Stand-Alone (PV) Energy Systems with Reverse Osmosis Integration
    Clarke, D. P.
    Al-Abdeli, Y. M.
    Kothapalli, G.
    19TH INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2011), 2011, : 3031 - 3037
  • [46] Optimal Sizing of a Stand-Alone Hybrid Energy System for Water Pumping in Sirte, Libya
    Alkarrami, Faisal
    Iqbal, Tariq
    Pope, Kevin
    2016 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2016,
  • [47] Optimal sizing of stand-alone photovoltaic/wind/hydrogen hybrid system supplying a desalination unit
    Smaoui, Mariem
    Abdelkafi, Achraf
    Krichen, Lotfi
    SOLAR ENERGY, 2015, 120 : 263 - 276
  • [48] Optimal Sizing of a Stand-alone PV/Wind/MHP/Biomass Based Hybrid Energy System Using PSO Algorithm
    Chauhan, Anurag
    Dwivedi, Vinay Kumar
    2017 6TH INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING - RECENT ADVANCES (CERA), 2017, : 7 - 12
  • [49] Optimal sizing design of an isolated stand-alone hybrid wind-hydrogen system for a zero-energy house
    Firtina-Ertis, Irem
    Acar, Canan
    Erturk, Ercan
    APPLIED ENERGY, 2020, 274
  • [50] Sizing of Stand-Alone Solar PV and Storage System With Anaerobic Digestion Biogas Power Plants
    Lai, Chun Sing
    McCulloch, Malcolm D.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (03) : 2112 - 2121