Optimal sizing of a wind/solar/battery hybrid grid-connected microgrid system

被引:225
作者
Akram, Umer [1 ]
Khalid, Muhammad [1 ]
Shafiq, Saifullah [1 ]
机构
[1] King Fahd Univ Petr & Minerals, Dept Elect Engn, Dhahran 31261, Saudi Arabia
关键词
distributed power generation; wind power plants; solar power stations; battery storage plants; power generation reliability; power generation economics; costing; optimal sizing; wind-solar-battery hybrid grid-connected microgrid system; stochastic nature; intermittent renewable energy resources; intermittent RE resources; electric power system planning; electric power system integration; electric power system operation; associated energy storage; constraint-based iterative search algorithms; wind turbine; solar photovoltaic; battery energy storage system; BESS; WT; PV; grid-connected configuration; source sizing algorithm; battery sizing algorithm; optimal capacity; maximum reliability; minimum cost; forced outage rates; BATTERY ENERGY-STORAGE; RENEWABLE ENERGY; WIND POWER; COST; OPTIMIZATION; MODEL; PV; CAPACITY; DISPATCH; MARKET;
D O I
10.1049/iet-rpg.2017.0010
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Higher cost and stochastic nature of intermittent renewable energy (RE) resources complicate their planning, integration and operation of electric power system. Therefore, it is critical to determine the appropriate sizes of RE sources and associated energy storage for efficient, economic and reliable operation of electric power system. In this study, two constraint-based iterative search algorithms are proposed for optimal sizing of the wind turbine (WT), solar photovoltaic (PV) and the battery energy storage system (BESS) in the grid-connected configuration of a microgrid. The first algorithm, named as sources sizing algorithm, determines the optimal sizes of RE sources while the second algorithm, called as battery sizing algorithm, determines the optimal capacity of BESS. These algorithms are mainly based upon two key essentials, i.e. maximum reliability and minimum cost. The proposed methodology aims to avoid over- and under-sizing by searching every possible solution in the given search space. Moreover, it considers the forced outage rates of PV, WT and utilisation factor of BESS which makes it more realistic. Simulation results depict the effectiveness of the proposed approach.
引用
收藏
页码:72 / 80
页数:9
相关论文
共 33 条
[21]   Operational Strategy Optimization in an Optimal Sized Smart Microgrid [J].
Moradi, Mohammad H. ;
Eskandari, Mohsen ;
Hosseinian, S. Mahdi .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (03) :1087-1095
[22]   Efficient Large-Scale Energy Storage Dispatch: Challenges in Future High Renewable Systems [J].
O'Dwyer, Ciara ;
Ryan, Lisa ;
Flynn, Damian .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (05) :3439-3450
[23]   Optimal allocation and sizing of PV/Wind/Split-diesel/Battery hybrid energy system for minimizing life cycle cost, carbon emission and dump energy of remote residential building [J].
Ogunjuyigbe, A. S. O. ;
Ayodele, T. R. ;
Akinola, O. A. .
APPLIED ENERGY, 2016, 171 :153-171
[24]   Analysis of the cost per kilowatt hour to store electricity [J].
Poonpun, Piyasak ;
Jewell, Ward T. .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2008, 23 (02) :529-534
[25]   A comprehensive review on solar PV maximum power point tracking czossMark techniques [J].
Ram, J. Prasanth ;
Babu, T. Sudhakar ;
Rajasekar, N. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 67 :826-847
[26]   Market constrained optimal planning for wind energy conversion systems over multiple installation sites [J].
Roy, S .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2002, 17 (01) :124-129
[27]   A Constrained Monotonic Charging/Discharging Strategy for Optimal Capacity of Battery Energy Storage Supporting Wind Farms [J].
Savkin, Andrey V. ;
Khalid, Muhammad ;
Agelidis, Vassilios G. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (03) :1224-1231
[28]   Reliability benefit of energy storage in wind integrated power system operation [J].
Thapa, Suman ;
Karki, Rajesh .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (03) :807-814
[29]   PSO-based multi-criteria optimum design of A grid-connected hybrid power system with multiple renewable sources of energy [J].
Wang, Lingfeng ;
Singh, Chanan .
2007 IEEE SWARM INTELLIGENCE SYMPOSIUM, 2007, :250-+
[30]   An Improved Optimal Sizing Method for Wind-Solar-Battery Hybrid Power System [J].
Xu, Lin ;
Ruan, Xinbo ;
Mao, Chengxiong ;
Zhang, Buhan ;
Luo, Yi .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2013, 4 (03) :774-785