Design and optimal energy management of a stand-alone PV/WT/Diesel/battery system with EV charging facility for Thar desert camp: a case study

被引:0
|
作者
Sannigrahi, Surajit [1 ,2 ]
机构
[1] Natl Inst Technol NIT Warangal, Dept Elect Engn, Warangal, Telangana, India
[2] Natl Inst Technol NIT Warangal, Dept Elect Engn, Warangal 506004, Telangana, India
关键词
Hybrid microgrid system; electric vehicles; renewable energy sources; battery storage system; desert camp; multi-phase planning; OPTIMAL ALLOCATION; RENEWABLE ENERGY; RECONFIGURATION; OPTIMIZATION; GENERATION; DSTATCOM; COST; RES;
D O I
10.1080/15567036.2023.2268571
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
Due to different financial restrictions, extending the existing power grid to remote locations like desert camps is not practically possible, forcing the camp owner to utilize expensive and ecologically hazardous diesel generators (DiG). In this regard, renewable sources based hybrid microgrid could be a viable approach toward reliable and sustainable electrification of these desert camps. However, optimum designing and proper energy management of such a system can be a challenging task. In these terms, this study presents a novel model based on the multi-objective PSO (MOPSO) algorithm for optimal design and energy management of a hybrid microgrid employing solar photovoltaic (PV) and wind turbine (WT), battery, and DiG for electrification of Thar desert camp in Jaisalmer, India. To address techno-eco-environmental aspects, objectives such as Dump Energy (DE), Installation and Operation Cost (IOC), and Reduction of Pollutant Emission (RPE) are considered. The optimal configuration of PV, WT, battery, and DiG are determined based on the maximization of RPE and minimization of both DE and IOC. The proposed model is formulated taking into account the seasonal load variation of a typical camp and the stochastic behavior of renewable energy sources. Moreover, electric vehicles (EVs) charging facility for the tourists staying in these camps is also included while modeling the microgrid system. Furthermore, three distinct system configurations are carefully analyzed over a 10-year period based on technical, environmental and economic indicators. The optimum configuration obtained is the hybrid PV/WT/DiG/battery system with 62 kW PV, 76 kW WT, 350 kWh battery and a 117 kW DiG. According to simulation findings, this system has an operational cost of 323.7 x 104 $ and a pollutant emission of 2034.3 tons, which is 33.67% and 63.32% less than that of the DiG-only configuration, respectively. Moreover, as compared to PV/WT/DiG system, PV/WT/DiG/battery system can reduce dump energy by 81.40%, highlighting the necessity of battery for fully utilizing renewable energy. Overall, this analysis suggests that the utilization of renewable energy sources along with the battery is the optimal planning solution for the camp owner to maximize their potential benefits. Moreover, the proposed technique can be effectively used to optimally design hybrid renewable energy system for other remote locations.
引用
收藏
页码:12070 / 12098
页数:29
相关论文
共 36 条
  • [21] Sizing optimization, dynamic modeling and energy management strategies of a stand-alone PV/hydrogen/battery-based hybrid system
    Castaneda, Manuel
    Cano, Antonio
    Jurado, Francisco
    Sanchez, Higinio
    Fernandez, Luis M.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (10) : 3830 - 3845
  • [22] A novel cloud-based framework for optimal design of stand-alone hybrid renewable energy system considering uncertainty and battery aging
    Davoudkhani, Iraj Faraji
    Dejamkhooy, Abdolmajid
    Nowdeh, Saber Arabi
    APPLIED ENERGY, 2023, 344
  • [23] Design of a stand-alone energy hybrid system for a makeshift health care center: A case study
    Chowdhury, Tamal
    Chowdhury, Hemal
    Hasan, Samiul
    Rahman, Md Salman
    Bhuiya, M. M. K.
    Chowdhury, Piyal
    JOURNAL OF BUILDING ENGINEERING, 2021, 40
  • [24] Feasibility and optimal sizing analysis of stand-alone hybrid energy systems coupled with various battery technologies: A case study of Pelee Island
    Babaei, Reza
    Ting, David S-K
    Carriveau, Rupp
    ENERGY REPORTS, 2022, 8 : 4747 - 4762
  • [25] Feasibility study of a zero emission PV/Wind turbine/Wave energy converter hybrid system for stand-alone power supply: A case study
    Jahangir, Mohammad Hossein
    Shahsavari, Ardavan
    Rad, Mohammad Amin Vaziri
    JOURNAL OF CLEANER PRODUCTION, 2020, 262
  • [26] Optimization of PV/Wind/Battery stand-alone system, using hybrid FPA/SA algorithm and CFD simulation, case study: Tehran
    Tahani, Mojtaba
    Babayan, Narek
    Pouyaei, Arman
    ENERGY CONVERSION AND MANAGEMENT, 2015, 106 : 644 - 659
  • [27] Designing an optimized configuration for a hybrid PV/Diesel/Battery Energy System based on metaheuristics: A case study on Gobi Desert
    Ashraf, Muhammad Aqeel
    Liu, Zhenling
    Alizadeh, As'ad
    Nojavan, Sayyad
    Jermsittiparsert, Kittisak
    Zhang, Dangquan
    JOURNAL OF CLEANER PRODUCTION, 2020, 270 (270)
  • [28] A flexible metamodel architecture for optimal design of Hybrid Renewable Energy Systems (HRES) - Case study of a stand-alone HRES for a factory in tropical island
    Roth, Anastasia
    Boix, Marianne
    Gerbaud, Vincent
    Montastruc, Ludovic
    Etur, Philippe
    JOURNAL OF CLEANER PRODUCTION, 2019, 223 : 214 - 225
  • [29] Size optimization of a stand-alone solar-wind-battery hybrid system for net zero energy buildings: A case study
    Sadeghibakhtiar, Elaheh
    Naeimi, Afshin
    Naderi, Shayan
    Pignatta, Gloria
    Behbahaninia, Ali
    ENERGY AND BUILDINGS, 2024, 313
  • [30] Energy management of hybrid PV/diesel/battery systems: A modified flow direction algorithm for optimal sizing design - A case study in Luxor, Egypt
    Elfatah, Atef A.
    Hashim, Fatma A.
    Mostafa, Reham R.
    Abd El-Sattar, Hoda
    Kamel, Salah
    RENEWABLE ENERGY, 2023, 218