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
  • [31] Energy Management System for Stand-Alone Wind-Powered-Desalination Microgrid
    Guo, Li
    Liu, Wenjian
    Li, Xialin
    Liu, Yixin
    Jiao, Bingqi
    Wang, Wei
    Wang, Chengshan
    Li, Fangxing
    IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) : 1079 - 1087
  • [32] Robust linear programming; optimal sizing of an hybrid energy stand-alone system
    Pierre-Louis Poirion
    4OR, 2016, 14 : 103 - 104
  • [33] Stand-alone Hybrid Wind-photovoltaic Power Generation Systems Optimal Sizing
    Craciunescu, Aurelian
    Popescu, Claudia
    Popescu, Mihai
    Florea, Leonard Marin
    11TH INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2013, PTS 1 AND 2 (ICNAAM 2013), 2013, 1558 : 1253 - 1256
  • [34] Optimal sizing of stand-alone hybrid photovoltaic/wind system using BAT algorithm
    Marsa, Nadia
    Houcine, Lassad
    Zaafouri, Abdurrahman
    Chaari, Abdelkader
    INTERNATIONAL JOURNAL OF AMBIENT ENERGY, 2021, 42 (08) : 920 - 928
  • [35] Stand-alone wind system with vanadium redox battery energy storage
    Barote, L.
    Weissbach, R.
    Teodorescu, R.
    Marinescu, C.
    Cirstea, M.
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT, VOL II A AND B, 2008, : 407 - +
  • [36] DEVELOPMENT OF A FULL-SCALE-LAB-VALIDATED DYNAMIC SIMULINK© MODEL FOR A STAND-ALONE WIND-POWERED MICROGRID
    Janssen, Nicholas T.
    Peterson, Rorik A.
    Wies, Richard W.
    PROCEEDINGS OF THE ASME POWER CONFERENCE, 2014, VOL 2, 2014,
  • [37] Application of Different Optimization Algorithms for Optimal Sizing of PV/Wind/Diesel/Battery Storage Stand-Alone Hybrid Microgrid
    Diab, Ahmed A. Zaki
    Sultan, Hamdy M.
    Mohamed, Ihab S.
    Oleg, Kuznetsov N.
    Ton Duc Do
    IEEE ACCESS, 2019, 7 : 119223 - 119245
  • [38] Optimal Placement and Sizing of an Energy Storage System Using a Power Sensitivity Analysis in a Practical Stand-Alone Microgrid
    Kim, Dongmin
    Yoon, Kipo
    Lee, Soo Hyoung
    Park, Jung-Wook
    ELECTRONICS, 2021, 10 (13)
  • [39] Optimal Design of Battery Energy Storage in Stand-alone Brownfield Microgrids
    Alsaidan, Ibrahim
    Gao, Wenzhong
    Khodaei, Amin
    2017 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2017,
  • [40] Greedy energy management strategy and sizing method for a stand-alone microgrid with hydrogen storage
    Xie, Yuhong
    Ueda, Yuzuru
    Sugiyama, Masakazu
    JOURNAL OF ENERGY STORAGE, 2021, 44