Abstract:To realize the economical operation of energy storage type tramway system, a novel optimal sizing method considering the on-board energy storage and off-board energy supply is proposed. Based on the operating conditions of tramway system and the energy efficiency of charging stations, a synthetic cost function including the whole life-time cost of on-board energy storage system (OESS) and the cost of energy supply is formulated. Combined with the particle swarm optimization (PSO), the optimal sizing model is established. Furthermore, compared with the existing pure ultracapacitor (UC) system charging at every stop mode, a hybrid energy storage system (HESS) is discussed from the economic point of view. For balancing the size of OESS and the capacity of charging stations, the proposed fuzzy control not only distributes the power, but also regulates the depth of discharge (DOD) of UC system. Finally, by analyzing the actual operation conditions, the calculation results verify the effectiveness of the proposed size optimization. Compared with the pure UC scheme, the synthetic cost reduces 15.6%, and the peak capacity of charging stations decreases 68%.
韦绍远, 姜久春, 程龙, 刘思佳, 张维戈. 储能式有轨电车车地一体化配置模型[J]. 电工技术学报, 2019, 34(2): 427-436.
Wei Shaoyuan, Jiang Jiuchun, Cheng Long, Liu Sijia, Zhang Weige. Optimal Sizing Model of the Energy Storage Type Tramway Considering the Integration of on-Board Energy Storage and off-Board Energy Supply. Transactions of China Electrotechnical Society, 2019, 34(2): 427-436.
[1] 杨颖, 陈中杰. 储能式电力牵引轻轨交通的研发[J].电力机车与城轨车辆, 2012(5): 5-10. Yang Ying, Chen Zhongjie.Research and deve- lopment of energy storage electric traction light rail transport[J]. Electric Locomotives & Mass Transit Vehicles, 2012(5): 5-10. [2] 张晴, 李欣然, 杨明, 等. 净效益最大的平抑风电功率波动的混合储能容量配置方法[J]. 电工技术学报, 2016, 31(14): 40-48. Zhang Qing, Li Xinran, Yang Ming, et al.Capacity determination of hybrid energy storage system for smoothing wind power fluctuations with maximum net benefit[J]. Transactions of China Electrotechnical Society, 2016, 31(14): 40-48. [3] 颜宁, 厉伟, 邢作霞, 等. 复合储能在主动配电网中的容量配置[J]. 电工技术学报, 2017, 32(19): 180-186. Yan Ning, Li Wei, Xing Zuoxia, et al.Capacity allocation method in active distribution network based on hybrid energy storage[J]. Transactions of China Electrotechnical Society, 2017, 32(19): 180-186. [4] 杨珺, 张建成, 周阳, 等. 针对独立风光发电中混合储能容量优化配置研究[J]. 电力系统保护与控制, 2013, 41(4): 38-44. Yang Jun, Zhang Jiancheng, Zhou yang, et al. Research on capacity optimization of hybrid energy storage system in stand-alone wind/PV power generation system[J]. Power System Protection and Control, 2013, 41(4): 38-44. [5] 马速良, 蒋小平, 马会萌, 等. 平抑风电波动的混合储能系统的容量配置[J]. 电力系统保护与控制, 2014, 42(8): 108-114. Ma Suliang, Jiang Xiaoping, Ma Huimeng, et al.Capacity configuration of the hybrid energy storage system for wind power smoothing[J]. Power System Protection and Control, 2014, 42(8): 108-114. [6] Ostadi A, Kazerani M.A comparative analysis of optimal sizing of battery-only, ultracapacitor-only, and battery-ultracapacitor hybrid energy storage systems for a city bus[J]. IEEE Transactions on Vehicular Technology, 2015, 64(10): 4449-4460. [7] Song Ziyou, Hofmann Heath, Li Jianqiu, et al.Energy management strategies comparison for electric vehicles with hybrid energy storage system[J]. Applied Energy, 2014, 134: 321-331. [8] Herrera V, Gaztanaga H, Milo A, et al.Optimal energy management and sizing of a battery supercapacitor based light rail vehicle with a multiobjective approach[J]. IEEE Transactions on Industry Applications, 2016, 52(4): 3367-3377. [9] Herrera V, Milo A, Gaztanaga H, et al.Adaptive energy management strategy and optimal sizing applied on a battery supercapacitor based tramway[J]. Applied Energy, 2016, 169: 831-845. [10] 桑丙玉, 陶以彬, 郑高, 等. 超级电容-蓄电池混合储能拓扑结构和控制策略研究[J]. 电力系统保护与控制, 2014, 42(2): 1-6. Sang Bingyu, Tao Yibin, Zheng Gao, et al.Research on topology and control strategy of the super- capacitor and battery hybrid energy storage[J]. Power System Protection and Control, 2014, 42(2): 1-6. [11] Lin Hongtao, Jiang Jiuchun, Wei Shaoyuan, et al.Optimization control for the efficiency of an on- board hybrid energy storage system in tramway based on fuzzy control[C]//IEEE International Conference on Compatibility, Power Electronics and Power Engineering, Cadiz, Spain, Spain, 2017: 454-459. [12] 王琪, 孙玉坤, 罗印升. 混合动力电动汽车的复合电源功率分配控制策略[J]. 电工技术学报, 2017, 32(18): 143-151. Wang Qi, Sun Yukun, Luo Yinsheng.A power distribution control strategy of hybrid energy storage system in hybrid electric vehicles[J]. Transactions of China Electrotechnical Society, 2017, 32(18): 143-151. [13] 宋宛净, 姚建刚, 汪觉恒, 等. 全寿命周期成本理论在主变压器选择中的应用[J]. 电力系统及其自动化学报, 2012, 24(6): 111-116. Song Wanjing, Yao Jiangang, Wang Jueheng, et al.Application of life cycle cost theory in main transformer selection[J]. Proceedings of the CSU- EPSA, 2012, 24(6): 111-116. [14] JB/T 2426—1992. 发电厂和变电所自用三相变压器技术参数与要求B/T 2426—1992. 发电厂和变电所自用三相变压器技术参数与要求[S]. 1992. [15] 薛楠, 孙丙香, 白恺, 等. 基于容量增量分析的复合材料锂电池分区间循环衰退机理[J]. 电工技术学报, 2017, 32(13): 145-152. Xue Nan, Sun Bingxiang, Bai Kai, et al.Different state of charge range cycle degradation mechanism of composite material lithium-ion batteries based on incremental capacity analysis[J]. Transactions of China Electrotechnical Society, 2017, 32(13): 145-152. [16] Takami N, Inagaki H, Tatebayashi Y, et al.High- power and long-life lithium-ion batteries using lithium titanium oxide anode for automotive and stationary power applications[J]. Journal of Power Sources, 2013, 244: 469-475. [17] 广州有轨电车有限公司. 运营时刻表[EB/OL]. [2017-09-26]. http://www.easycitygo.net/Operation/ Index?P=operation. [18] 张帝, 姜久春, 张维戈, 等. 基于遗传算法的电动汽车换电站经济运行[J]. 电网技术, 2013, 37(8): 2101-2107. Zhang Di, Jiang Jiuchun, Zhang Weige, et al.Economic operation of electric vehicle battery swapping station based on genetic algorithms[J]. Power System Technology, 2013, 37(8): 2101-2107. [19] Electricity price list of Guangzhou. Guangzhou muni- cipal development and reform commission[EB/OL]. [2017-09-26]. http://www.gzplan.gov.cn/gzplan/ggsyjg/ list.shtml.