Citation: | LIU Yuanli, LI Qunzhan. Day-Ahead Optimal Scheduling of Co-phase Traction Power Supply System with Photovoltaic and Hybrid Energy Storage[J]. Journal of Southwest Jiaotong University, 2023, 58(1): 30-39. doi: 10.3969/j.issn.0258-2724.20200534 |
Power quality issues represented by voltage unbalance and the electrical sectioning issues have severely restricted the safe and efficient operation of the traction power supply system. At present, the ideal solution is the co-phase power supply technology based on symmetrical compensation theory. By integrating the photovoltaic power generation system and the hybrid energy storage system with the DC bus of power flow controller, the utilization of regenerative braking energy, and peak-shaving and valley-filling of traction load can be further achieved to improve photovoltaic penetration rate. For this purpose, the optimal operation model of co-phase traction power supply system is established, which sets the minimum daily operation cost of traction substation as the objective, and takes the charging and discharging strategy of hybrid energy storage, photovoltaic output and power flow controller power as decision variables, and also takes into account the three-phase voltage unbalance constraint. The nonlinear constraints are linearized to formulate the mixed-integer linear programming model, which can be solved by programming solver CPLEX. The case study results show that the integration of photovoltaic and hybrid energy storage can effectively reduce 36.45% of daily operating cost, while the three-phase voltage unbalance meets the upper limit of 2% in the national standard.
[1] |
李群湛. 我国高速铁路牵引供电发展的若干关键技术问题[J]. 铁道学报,2010,32(4): 119-124. doi: 10.3969/j.issn.1001-8360.2010.04.022
LI Qunzhan. On some technical key problems in the development of traction power supply system for high-speed railway in China[J]. Journal of the China Railway Society, 2010, 32(4): 119-124. doi: 10.3969/j.issn.1001-8360.2010.04.022
|
[2] |
李群湛. 论新一代牵引供电系统及其关键技术[J]. 西南交通大学学报,2014,49(4): 559-568. doi: 10.3969/j.issn.0258-2724.2014.04.001
LI Qunzhan. On new generation traction power supply system and its key technologies for electrification railway[J]. Journal of Southwest Jiaotong University, 2014, 49(4): 559-568. doi: 10.3969/j.issn.0258-2724.2014.04.001
|
[3] |
邓文丽,戴朝华,陈维荣. 轨道交通能源互联网背景下光伏在交/直流牵引供电系统中的应用及关键问题分析[J]. 中国电机工程学报,2019,39(19): 5692-5702,5897. doi: 10.13334/j.0258-8013.pcsee.181848
DENG Wenli, DAI Chaohua, CHEN Weirong. Application of PV generation in AC/DC traction power supply system and the key problem analysis under the background of rail transit energy Internet[J]. Proceedings of the CSEE, 2019, 39(19): 5692-5702,5897. doi: 10.13334/j.0258-8013.pcsee.181848
|
[4] |
李群湛,王喜军,黄小红,等. 电气化铁路飞轮储能技术研究[J]. 中国电机工程学报,2019,39(7): 2025-2033. doi: 10.13334/J.0258-8013.PCSEE.180919
LI Qunzhan, WANG Xijun, HUANG Xiaohong, et al. Research on flywheel energy storage technology for electrified railway[J]. Proceedings of the CSEE, 2019, 39(7): 2025-2033. doi: 10.13334/J.0258-8013.PCSEE.180919
|
[5] |
黄小红,赵艺,李群湛,等. 电气化铁路同相储能供电技术[J]. 西南交通大学学报,2020,55(4): 856-864. doi: 10.3969/j.issn.0258-2724.20181083
HUANG Xiaohong, ZHAO Yi, LI Qunzhan, et al. Co-phase traction power supply and energy storage technology for electrified railway[J]. Journal of Southwest Jiaotong University, 2020, 55(4): 856-864. doi: 10.3969/j.issn.0258-2724.20181083
|
[6] |
MERLIN Project. Sustainable and intelligent management of energy for smarter railway systems in europe[EB/OL]. (2015-12-10)[2020-3-25]. http://www.merlin-rail.eu.
|
[7] |
KHAYYAM S, PONCI F, GOIKOETXEA J, et al. Railway energy management system: centralized-decentralized automation architecture[J]. IEEE Transactions on Smart Grid, 2016, 7(2): 1164-1175. doi: 10.1109/TSG.2015.2421644
|
[8] |
RAZIK L, BERR N, KHAYYAM S, et al. REM-S–railway energy management in real rail operation[J]. IEEE Transactions on Vehicular Technology, 2019, 68(2): 1266-1277. doi: 10.1109/TVT.2018.2885007
|
[9] |
AGUADO J A, SÁNCHEZ RACERO A J, DE LA TORRE S. Optimal operation of electric railways with renewable energy and electric storage systems[J]. IEEE Transactions on Smart Grid, 2018, 9(2): 993-1001. doi: 10.1109/TSG.2016.2574200
|
[10] |
ŞENGÖR İ, KILIÇKIRAN H C, AKDEMIR H, et al. Energy management of a smart railway station considering regenerative braking and stochastic behaviour of ESS and PV generation[J]. IEEE Transactions on Sustainable Energy, 2018, 9(3): 1041-1050. doi: 10.1109/TSTE.2017.2759105
|
[11] |
CHEN M W, CHENG Z, LIU Y L, et al. Multitime-scale optimal dispatch of railway FTPSS based on model predictive control[J]. IEEE Transactions on Transportation Electrification, 2020, 6(2): 808-820. doi: 10.1109/TTE.2020.2992693
|
[12] |
葛乐,陆文涛,袁晓冬,等. 基于多维动态规划的柔性光储参与主动配电网优化运行[J]. 电网技术,2017,41(10): 3300-3306. doi: 10.13335/j.1000-3673.pst.2016.2523
GE Le, LU Wentao, YUAN Xiaodong, et al. Optimal operation of active distribution network based on photovoltaic and energy-storage system of multi-dimensional dynamic programming[J]. Power System Technology, 2017, 41(10): 3300-3306. doi: 10.13335/j.1000-3673.pst.2016.2523
|
[13] |
周丹,孙可,张全明,等. 含多个综合能源联供型微网的配电网日前鲁棒优化调度[J]. 中国电机工程学报,2020,40(14): 4473-4485,4727. doi: 10.13334/J.0258-8013.PCSEE.190390
ZHOU Dan, SUN Ke, ZHANG Quanming, et al. Day-ahead robust dispatch of distribution network with multiple integrated energy System-based Micro-grids[J]. Proceedings of the CSEE, 2020, 40(14): 4473-4485,4727. doi: 10.13334/J.0258-8013.PCSEE.190390
|
[14] |
ZHANG C, XU Y, DONG Z Y, et al. Robust operation of microgrids via two-stage coordinated energy storage and direct load control[J]. IEEE Transactions on Power Systems, 2017, 32(4): 2858-2868. doi: 10.1109/TPWRS.2016.2627583
|
[15] |
中华人民共和国国家质量监督检验检疫总局, 中国国家标准化管理委员会. 电能质量 三相电压不平衡: GB/T 15543—2008[S]. 北京: 中国标准出版社, 2009
|
[16] |
CHEN M W, LI Q Z, ROBERTS C, et al. Modelling and performance analysis of advanced combined co-phase traction power supply system in electrified railway[J]. IET Generation, Transmission & Distribution, 2016, 10(4): 906-916.
|
[17] |
HAMIDI A, GOLSHANNAVAZ S, NAZARPOUR D. D-FACTS cooperation in renewable integrated microgrids: a linear multiobjective approach[J]. IEEE Transactions on Sustainable Energy, 2019, 10(1): 355-363. doi: 10.1109/TSTE.2017.2723163
|
[1] | CHEN Siyuan, ZHANG Yukun, ZHANG Qianning, ZHENG Jie. Emergy Analysis Based Method for Site Selection of Photovoltaic Plants[J]. Journal of Southwest Jiaotong University, 2024, 59(2): 447-455, 476. doi: 10.3969/j.issn.0258-2724.20210368 |
[2] | LI Qi, LI Ruirui, LI Shuo, PU Yuchen, SUN Cai, CHEN Weirong. Control Method for Active Power in Electric-Hydrogen Hybrid Energy-Storage Microgrids[J]. Journal of Southwest Jiaotong University, 2024, 59(3): 485-492, 518. doi: 10.3969/j.issn.0258-2724.20210506 |
[3] | ZHOU Guohua, XUE Ning, BI Qiang. Improved and Fast Global Maximum Power Point Tracking Algorithm of Photovoltaic Power Generation System[J]. Journal of Southwest Jiaotong University, 2024, 59(6): 1266-1274. doi: 10.3969/j.issn.0258-2724.20220863 |
[4] | CHEN Weirong, WANG Xiaoyu, HAN Ying, ZANG Zhi, LI Qi, SHEN Wenjie, XU Chengpeng. Coordinated Control Method of Photovoltaic and Battery System Connected to Traction Power Supply System Based on Railway Power Conditioner[J]. Journal of Southwest Jiaotong University, 2024, 59(1): 1-10. doi: 10.3969/j.issn.0258-2724.20211058 |
[5] | YANG Tianhui, LI Wenxin, XIN Ying. Principle and Application Prospective of Novel Superconducting Energy Conversion/Storage Device[J]. Journal of Southwest Jiaotong University, 2023, 58(4): 913-921. doi: 10.3969/j.issn.0258-2724.20220125 |
[6] | ZHANG Liyan, JIA Ying, HAN Dushuo, LEI Wanliang. Energy Management and Capacity Allocation Scheme for Co-phase Traction Power Supply and Energy Storage System in Electrified Railways[J]. Journal of Southwest Jiaotong University, 2023, 58(1): 22-29. doi: 10.3969/j.issn.0258-2724.20210247 |
[7] | CHEN Weirong, SHI Fangli, DAI Chaohua, AN Qi, LIU Yubei, LIU Yang. Energy Management Strategy of Hybrid Tram Based on Dynamic Degree of Hybrid[J]. Journal of Southwest Jiaotong University, 2020, 55(2): 409-416. doi: 10.3969/j.issn.0258-2724.20181071 |
[8] | HUANG Xiaohong, ZHAO Yi, LI Qunzhan, LIAO Qinyu, TANG Sida, WANG Xijun. Co-Phase Traction Power Supply and Energy Storage Technology for Electrified Railway[J]. Journal of Southwest Jiaotong University, 2020, 55(4): 856-864. doi: 10.3969/j.issn.0258-2724.20181083 |
[9] | CHEN Weirong, WANG Xuan, LI Qi. Parallel Interaction Influence of Single-Stage Photovoltaic Grid-Connected Multi-Inverter System[J]. Journal of Southwest Jiaotong University, 2020, 55(4): 811-819. doi: 10.3969/j.issn.0258-2724.20180900 |
[10] | CHEN Weirong, WANG Weiying, ZHENG Yibin, ZHENG Yongkang, LI Qi. MPPT Control of Partial Shadow Photovoltaic Generation System Based on Improved PSO Algorithm[J]. Journal of Southwest Jiaotong University, 2018, 53(6): 1095-1101, 1129. doi: 10.3969/j.issn.0258-2724.2018.06.001 |
[11] | LI Qi, YANG Hanqing, HAN Ying, CHEN Weirong. Method of Parameter Coordination Optimization for Grid-Connected Photovoltaic System[J]. Journal of Southwest Jiaotong University, 2016, 29(5): 894-901. doi: 10.3969/j.issn.0258-2724.2016.05.011 |
[12] | XIE Shaofeng, LI Qunzhan. Design of Balance Traction Transformer Capacity in Co-phase Traction Power Supply System[J]. Journal of Southwest Jiaotong University, 2014, 27(4): 576-581. doi: 10.3969/j.issn.0258-2724.2014.04.003 |
[13] | PENG Fei, LIU Zhixiang, CHEN Weirong. Novel PV/Li-Ion Energy Storage System Based on Non-balancing Cell Management[J]. Journal of Southwest Jiaotong University, 2014, 27(5): 920-927. doi: 10.3969/j.issn.0258-2724.2014.05.027 |
[14] | Shai Bin, ZHAOJ iahong. Multi-objective 0-1 Linear Programming Model for Combined Location-Routing Problem in Hazardous Waste Logistics System[J]. Journal of Southwest Jiaotong University, 2011, 24(2): 326-332. doi: 10.3969/j.issn.0258-2724.2011.02.025 |
[15] | MENGChong, SONG Huawen, CHENBaisong. Optimization Algorithm of Military Airlift Loading Based on 0-1 Integer Linear Programming[J]. Journal of Southwest Jiaotong University, 2011, 24(3): 500-505. doi: 10.3969/j.issn.0258-2724.2011.03.024 |
[16] | ZHANG Xiufeng, LÜ, Xiaoqin, LIAN Jisan. Optimal Compensation Models in Cophase Power Supply System[J]. Journal of Southwest Jiaotong University, 2009, 22(6): 841-847. |
[17] | LI Xueqin, PENG Qiyuan, FENG Wei, XIE Xiaosong. Model and PSO-Based Solution of Two-Dimensional Unbalanced Assignment Problem[J]. Journal of Southwest Jiaotong University, 2008, 21(4): 535-539. |
[18] | CAO Taiqiang, XU Jianping, XU Shungang. Freewheeling Current and Suppression in Inverter of Stand-Alone Photovoltaic Lighting System[J]. Journal of Southwest Jiaotong University, 2008, 21(4): 504-508. |
[19] | JIXiao-li. Order AllocationM odel in Supply Chain and Hybrid Genetic Algorithm[J]. Journal of Southwest Jiaotong University, 2005, 18(6): 811-815. |