Optimization of an off-grid hybrid photovoltaic/wind/diesel/fuel cell system for residential applications power generation employing evolutionary algorithms

被引:9
|
作者
Kohole, Yemeli Wenceslas [1 ]
Ngouleu, Clint Ameri Wankouo [1 ,2 ]
Fohagui, Fodoup Cyrille Vincelas [1 ,3 ]
Tchuen, Ghislain [1 ]
机构
[1] Univ Dschang, Dept Energet Environm & Thermal Engn, IUT FV Bandjoun, UR ISIE, POB 134, Bandjoun, Cameroon
[2] Univ Dschang, Fac Sci, Dept Phys, UR 2MSP, POB 69, Dschang, Cameroon
[3] Univ Bamenda, Coll Technol, Dept Elect & Elect Engn, POB 39, Bambili, Cameroon
关键词
Evolutionary algorithm; Hybrid systems; Net present cost; Optimization problem; Photovoltaic/wind/diesel/fuel cell; Renewable energy; PHOTOVOLTAIC-DIESEL-BATTERY; ARTIFICIAL BEE COLONY; ENERGY SYSTEM; PARTICLE SWARM; STAND-ALONE; TECHNOECONOMIC ANALYSIS; WIND; SEARCH; DESIGN; SIZE;
D O I
10.1016/j.renene.2024.120131
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, the optimization of a multisource hybrid photovoltaic (PV)/Wind/Diesel/Fuel cell (FC) system is performed to meet three realistic loads demand for heavy, medium and small activities observed at Figuil, Cameroon. This paper also examines and compares the techno-economic viability of an off-grid hybrid PV/Wind/ Diesel/FC, PV/Diesel/FC and Wind/Diesel/FC systems in terms of net present cost (NPC), cost of energy (COE) and environmental emissions. The effectiveness of different evolutionary algorithms employed in the designing problem of the various hybrid systems is also investigated. The results revealed that, for maximum loss of power supply probability (LPSP) of 5% and minimum renewable energy fraction of 85%, the PV/Wind/Diesel/FC system is economically the best choice for supplying the three types of non-domestic loads demand with corresponding NPC, COE and LPSP values of 159319.4$, 1.087$/kWh and 0.0397 for heavy activity; 150185.8$, 1.753$/kWh and 0.0411 for medium activity; and 144588.0$, 2.384$/kWh and 0.0288 for small activity, respectively. The results also demonstrated that, in terms of pollution emissions minimization, the PV/Wind/ Diesel/FC configuration is a preferable option, with an overall yearly CO2 emissions of 2946.1 kg, 2043.6 kg and 1504.2 kg corresponding to an annual total fuel consumption of 1115.9L, 774.1L and 569.8L for heavy, medium and small activities, respectively.
引用
收藏
页数:36
相关论文
共 50 条
  • [1] Optimization and assessment of an off-grid photovoltaic-diesel-battery hybrid sustainable energy system for remote residential applications
    Shezan, Sk A.
    [J]. ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2019, 38 (06)
  • [2] Techno-economic analysis and size optimization of an off-grid hybrid photovoltaic, fuel cell and diesel generator system
    Jamshidi, Mehran
    Askarzadeh, Alireza
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2019, 44 : 310 - 320
  • [3] Simulation and Optimization of Photovoltaic/Diesel Hybrid System for Off-Grid Banking Industry
    Ani, Vincent Anayochukwu
    [J]. INTERNATIONAL JOURNAL OF ENERGY OPTIMIZATION AND ENGINEERING, 2014, 3 (02) : 17 - 37
  • [4] Modeling and optimization of batteryless hybrid PV (photovoltaic)/Diesel systems for off-grid applications
    Tsuanyo, David
    Azoumah, Yao
    Aussel, Didier
    Neveu, Pierre
    [J]. ENERGY, 2015, 86 : 152 - 163
  • [5] A mobile off-grid platform powered with photovoltaic/wind/battery/fuel cell hybrid power systems
    Yazici, M. Suha
    Yavasoglu, H. Ayhan
    Eroglu, M.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (26) : 11639 - 11645
  • [6] On/Off-Grid Integrated Photovoltaic Power Generation System
    Li, Rui
    Liang, Xing
    Li, Xinpei
    Cai, Xu
    [J]. 2014 INTERNATIONAL ELECTRONICS AND APPLICATION CONFERENCE AND EXPOSITION (PEAC), 2014, : 255 - 259
  • [7] Off-Grid Fuel Cell System for High Power Quality Applications
    Lima, Ricardo J. S.
    de Almeida, Anibal T.
    Mendes, Andre M. S.
    Marques Cardoso, A. J.
    [J]. CLEAN TECHNOLOGY 2008: BIO ENERGY, RENEWABLES, GREEN BUILDING, SMART GRID, STORAGE, AND WATER, 2008, : 517 - 520
  • [8] A Hybrid Photovoltaic/Diesel System for Off-Grid Applications in Lubumbashi, DR Congo: A HOMER Pro Modeling and Optimization Study
    Rice, Ilunga Kajila
    Zhu, Hanhua
    Zhang, Cunquan
    Tapa, Arnauld Robert
    [J]. SUSTAINABILITY, 2023, 15 (10)
  • [9] Integration and Control of an Off-grid Hybrid wind/PV Generation System for Rural Applications
    Kamal, Tariq
    Karabacak, Murat
    Hassan, Syed Zulqadar
    Li, Hui
    Arsalan, Ali
    Rajkumar, Rajprasad Kumar
    [J]. 2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN ELECTRICAL ENGINEERING AND COMPUTATIONAL TECHNOLOGIES (ICIEECT), 2017,
  • [10] Analysis and optimizes of hybrid wind and solar photovoltaic generation system for off-grid small village
    Rasool N.M.
    Abbasoğlu S.
    Hashemipour M.
    [J]. Journal of Energy Systems, 2022, 6 (02): : 176 - 187