Optimal Sizing of Hybrid Microgrid in a Remote Island Considering Advanced Direct Load Control for Demand Response and Low Carbon Emission

被引:19
作者
Akter, Homeyra [1 ]
Howlader, Harun Or Rashid [1 ]
Saber, Ahmed Y. [2 ]
Mandal, Paras [3 ]
Takahashi, Hiroshi [4 ]
Senjyu, Tomonobu [1 ]
机构
[1] Univ Ryukyus, Fac Engn, 1 Senbaru,Nishihara Cho, Nakagami, Okinawa 9030213, Japan
[2] ETAP R&D, Irvine, CA 92618 USA
[3] Univ Texas El Paso, Dept Elect & Comp Engn, El Paso, TX 79968 USA
[4] Fuji Elect Co Ltd, Tokyo 1410032, Japan
关键词
advanced direct load control; clustering; hybrid energy system; multi-objective optimization; residential PV and BESS; RENEWABLE ENERGY SYSTEM; STORAGE-SYSTEM; POWER-SYSTEM; TECHNOECONOMIC ANALYSIS; RURAL ELECTRIFICATION; FUEL-CELL; OPTIMIZATION; DESIGN;
D O I
10.3390/en14227599
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
Optimal sizing of the power system can drastically reduce the total cost, which is challenging due to the fluctuation in output power of RE (primarily wind and solar) and pollution from thermal generators. The main purpose of this study is to cope with this output power uncertainty of renewables by considering ADLC, residential PV, and BESS at the lowest cost and with the least amount of carbon emission, while putting less burden on consumers by minimizing the IL. This paper optimizes the cost and carbon emission function of a hybrid energy system comprising PV, WG, BESS, and DG at Aguni Island, Japan, using a multi-objective optimization model. To solve the proposed problem in the presence of ADLC, the epsilon-constraint method and MILP are utilized. After obtaining all possible solutions, the FSM selects the best possible solution among all solutions. The result shows that while case 1 has a lower energy cost than the other cases, the quantity of IL is quite significant, putting customers in a burden. In case 2 and case 3, the total energy cost is 11.23% and 10% higher than case 1, respectively, but the sum of the IL is 99% and 95.96% lower than case 1 as the ADLC is applied only for the consumers who have residential PV and BESS, which can reflect the importance of residential PV and BESS. The total cost of case 3 is 1.72% lower than case 2, but IL is higher because sometimes home PV power will be used to charge the home BESS.
引用
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页数:19
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共 44 条
[41]   Model and Analysis of Economic- and Risk-Based Objective Optimization Problem for Plant Location within Industrial Estates Using Epsilon-Constraint Algorithms [J].
Wattanasaeng, Niroot ;
Ransikarbum, Kasin .
COMPUTATION, 2021, 9 (04)
[42]   Multi-objective optimal scheduling for CCHP microgrids considering peak-load reduction by augmented ?-constraint method [J].
Yang, Xiaohui ;
Leng, Zhengyang ;
Xu, Shaoping ;
Yang, Chunsheng ;
Yang, Li ;
Liu, Kang ;
Song, Yaoren ;
Zhang, Liufang .
RENEWABLE ENERGY, 2021, 172 :408-423
[43]   Optimal Sizing and Techno-Economic Analysis of Hybrid Renewable Energy Systems-A Case Study of a Photovoltaic/Wind/Battery/Diesel System in Fanisau, Northern Nigeria [J].
Yimen, Nasser ;
Tchotang, Theodore ;
Kanmogne, Abraham ;
Abdelkhalikh Idriss, Idriss ;
Musa, Bashir ;
Aliyu, Aliyu ;
Okonkwo, Eric C. ;
Abba, Sani Isah ;
Tata, Daniel ;
Meva'a, Lucien ;
Hamandjoda, Oumarou ;
Dagbasi, Mustafa .
PROCESSES, 2020, 8 (11) :1-25
[44]   Optimal Sizing of an Island Hybrid Microgrid Based on Improved Multi-Objective Grey Wolf Optimizer [J].
Zhu, Wenqiang ;
Guo, Jiang ;
Zhao, Guo ;
Zeng, Bing .
PROCESSES, 2020, 8 (12) :1-24