Life cycle planning of battery energy storage system in off-grid wind-solar-diesel microgrid

被引:35
作者
Zhang, Yuhan [1 ,2 ]
Wang, Jianxue [1 ]
Berizzi, Alberto [3 ]
Cao, Xiaoyu [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian, Shaanxi, Peoples R China
[2] State Grid Shaanxi Elect Power Co, Econ Res Inst, Dept Power Syst Planning & Assessment, Xian, Shaanxi, Peoples R China
[3] Politech Milano, Dept Energy, Milan, Italy
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
distributed power generation; solar power stations; wind power plants; investment; battery storage plants; hybrid power systems; secondary cells; power generation economics; power grids; energy storage; power distribution planning; investment-decision model; BESS planning; battery energy storage system; off-grid wind-solar-diesel microgrid; remote areas; power-supply reliability; operational feasibility; life cycle planning methodology; demand growth; battery capacity fading; multitimescale decision framework; optimal DER capacity allocation; optimal sizing; replacement plans; hourly timescale; long-term probabilistic sequential simulation; operation indicators; HYBRID POWER-SYSTEM; OPTIMIZATION; RELIABILITY; GENERATION;
D O I
10.1049/iet-gtd.2018.5521
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For off-grid microgrids in remote areas (e.g. sea islands), proper configuring the battery energy storage system (BESS) is of great significance to enhance the power-supply reliability and operational feasibility. This study presents a life cycle planning methodology for BESS in microgrids, where the dynamic factors such as demand growth, battery capacity fading and components' contingencies are modelled under a multi-timescale decision framework. Under a yearly timescale, the optimal DER capacity allocation is carried out to meet the demand growth, while the investment decisions of BESS are made periodically to yield the optimal sizing, type selection and replacement plans of BESS during the entire lifetime of the microgrid. Then, under an hourly timescale, the long-term probabilistic sequential simulation is adopted to comprehensively evaluate the investment decisions and derive detailed operation indicators. Moreover, a decomposition-coordination algorithm is developed to address the presented planning model, which iteratively strengthens the feasible space of investment-decision model by substituting the operation indicators until an acceptable sub-optimal solution is obtained. Case studies on a wind-solar-diesel microgrid in Kythnos Island, Greece illustrate the effectiveness of the proposed method. This study provides a practical and meaningful reference for BESS planning in off-grid microgrids.
引用
收藏
页码:4451 / 4461
页数:11
相关论文
共 31 条
[1]   Techno-economic optimization of hybrid photovoltaic/wind generation together with energy storage system in a stand-alone micro-grid subjected to demand response [J].
Amrollahi, Mohammad Hossein ;
Bathaee, Seyyed Mohammad Taghi .
APPLIED ENERGY, 2017, 202 :66-77
[2]   Stochastic Performance Assessment and Sizing for a Hybrid Power System of Solar/Wind/Energy Storage [J].
Arabali, Amirsaman ;
Ghofrani, Mahmoud ;
Etezadi-Amoli, Mehdi ;
Fadali, Mohammed Sami .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (02) :363-371
[3]   Components sizing of photovoltaic stand-alone system based on loss of power supply probability [J].
Ayop, Razman ;
Isa, Normazlina Mat ;
Tan, Chee Wei .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 81 :2731-2743
[4]   A Chance Constrained Information-Gap Decision Model for Multi-Period Microgrid Planning [J].
Cao, Xiaoyu ;
Wang, Jianxue ;
Zeng, Bo .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (03) :2684-2695
[5]   Impact of Battery's Model Accuracy on Size Optimization Process of a Standalone Photovoltaic System [J].
Ibrahim, Ibrahim Anwar ;
Khatib, Tamer ;
Mohamed, Azah .
SUSTAINABILITY, 2016, 8 (09)
[6]   Daily load profiles for residential, commercial and industrial low voltage consumers [J].
Jardini, JA ;
Tahan, CMV ;
Gouvea, MR ;
Ahn, SU ;
Figueiredo, FM .
IEEE TRANSACTIONS ON POWER DELIVERY, 2000, 15 (01) :375-380
[7]   Wavelet-Based Capacity Configuration and Coordinated Control of Hybrid Energy Storage System for Smoothing Out Wind Power Fluctuations [J].
Jiang, Quanyuan ;
Hong, Haisheng .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (02) :1363-1372
[8]   A review on sizing methodologies of photovoltaic array and storage battery in a standalone photovoltaic system [J].
Khatib, Tamer ;
Ibrahim, Ibrahim A. ;
Mohamed, Azah .
ENERGY CONVERSION AND MANAGEMENT, 2016, 120 :430-448
[9]   A comparison of lead-acid and lithium-based battery behavior and capacity fade in off-grid renewable charging applications [J].
Krieger, Elena M. ;
Cannarella, John ;
Arnold, Craig B. .
ENERGY, 2013, 60 :492-500
[10]  
LAMBERT T., 2006, Micropower system modeling with HOMER