Comparative Study of Energy Management Strategy Based on Value Loss of Tram Hybrid Power System

doi:10.16182/j.issn1004731x.joss.19-0561

Abstract

Abstract: In order to comprehensively evaluate the economy of fuel cell hybrid power system for tram and improve its durability, a value loss function based on the life of fuel cell and lithium battery in hybrid system is proposed. The demanded power in actual conditions is adopted and the value loss function is used to analyze the three energy policies including the state machine, power following, and minimum equivalent hydrogen consumption. The simulation results show that the value loss of state machine strategy is the smallest, and compared with power following and equivalent hydrogen consumption minimization strategies, this method reduces the value loss of the system by 11.0% and 6.3%, respectively.

Key words: fuel cell, hybrid power, energy management strategy, value loss, evaluation function

CLC Number:

Guo Ai, Chen Chao, Shi Junjie, Liu Zhengjie, Chen Weirong, Liang Jiayi, Liu Nan. Comparative Study of Energy Management Strategy Based on Value Loss of Tram Hybrid Power System[J]. Journal of System Simulation, 2021, 33(3): 572-580.

References

[1] Sulaiman N, Hannan M A, Mohamed A, et al.Optimization of Energy Management System for Fuel Cell Hybrid Electric Vehicles: Issues and Recommendations[J]. Applied Energy (S0306-2619), 2018, 228(15): 2061-2079.
[2] Wang T, Li Q, Wang X, et al.An Optimized Energy Management Strategy for Fuel Cell Hybrid Power System based on Maximum Efficiency Range Identification[J]. Journal of Power Sources (S0378-7753), 2020, 445(1): 227333.
[3] 游志宇, 邵仕泉, 刘涛, 等. 空冷自增湿燃料电池最优控制方法研究[J]. 太阳能学报, 2019, 40(1): 259-267.
You Zhiyu, Shao Shiquan, Liu Tao, et al.Study on Optimal Control Method for Selfhumidifying Fuel Cell with Aircooled[J]. Acta Energiae Solaris Sinica, 2019, 40(1): 259-267.
[4] 陈维荣, 张国瑞, 孟翔, 等. 燃料电池混合动力有轨电车动力性分析与设计[J]. 西南交通大学学报, 2017, 52(1): 1-8.
Chen Weirong, Zhang Guorui, Meng Xiang, et al.Dynamic Performance Analysis and Design of Fuel Cell Hybrid Locomotive[J]. Journal of Southwest Jiaotong University, 2017, 52(1): 1-8.
[5] Fernandez L M, Garcia P, Garcia C A, et al.Hybrid Electric System based on Fuel Cell and Battery and Integrating a Single dc/dc Converter for a Tramway[J]. Energy Conversion and Management (S0196-8904), 2011, 52(5): 2183-2192.
[6] 陈维荣, 胡斌彬, 李奇, 等. 基于改进动态规划算法的燃料电池混合动力有轨电车能量管理方法研究[J]. 西南交通大学学报, 2018, 40(2): 1-8.
Chen Weirong, Hu Binbin, Li Qi, et al.Fuel Cell Hybrid Tram Power Mana Gement Method based on Improved Dynamic Programming Algorithm[J]. Journal of Southwest Jiaotong University, 2018, 40(2): 1-8.
[7] 孟翔, 李奇, 陈维荣, 等. 基于庞特里亚金极小值原理满意优化的燃料电池混合动力系统分层能量管理方法[J]. 中国电机工程学报, 2019, 39(3): 782-792.
Meng Xiang, Li Qi, Chen Weirong, et al.An Energy Management Method Based on Pontryagin Minimum Principle Satisfactory Optimization for Fuel Cell Hybrid Systems[J]. Proceedings of the CSEE, 2019, 39(3): 782-792.
[8] 张国瑞, 李奇, 韩莹, 等. 基于运行模式和动态混合度的燃料电池混合动力有轨电车等效氢耗最小化能量管理方法研究[J]. 中国电机工程学报, 2018, 38(23): 6905-6914.
Zhang Guorui, Li Qi, Han Ying, et al.Study on Equivalent Consumption Minimization Strategy based on Operation Mode and DDOH for Fuel Cell Hybrid Tramway[J]. Proceedings of the CSEE, 2018, 38(23): 6905-6914.
[9] 李奇, 刘嘉蔚, 陈维荣. 质子交换膜燃料电池剩余使用寿命预测方法综述及展望[J]. 中国电机工程学报, 2019, 39(8): 2365-2375.
Li Qi, Liu Jiawei, Chen Weirong.Review and Prospect of Remaining Useful Life Prediction Methods for Proton Exchange Membrane Fuel Cell[J]. Proceedings of the CSEE, 2019, 39(8): 2365-2375.
[10] Li X, Xie C, Quan S, et al.Energy Management Strategy of Thermoelectric Generation for Localized Air Conditioners in Commercial Vehicles based on 48 V Electrical System[J]. Applied Energy (S0306-2619), 2018, 231(1): 887-900.
[11] 洪志湖, 朱亚男, 韩莹, 等. 基于SOC滞环控制的燃料电池混合动力系统[J]. 太阳能学报, 2019, 40(1): 268-276.
Hong Zhihu, Zhu Yanan, Han Ying.Fuel Cell Hybrid System based on Hysteretic Control of SOC[J]. Acta Energiae Solaris Sinica, 2019, 40(1): 268-276.
[12] Tazelaar E, Veenhuizen B, Jagerman J, et al. Energy Management Strategies for Fuel Cell Hybrid Vehicles[C]// An Overview:2013 World Electric Vehicle Symposium and Exhibition (EVS 27), 2013.
[13] 游志宇. PEMFC混合动力叉车能量管理策略及应用研究[D]. 成都: 西南交通大学, 2015.
You Zhiyu.Strategy and Application Study on Energy Management of Proton Exchange Membrane Fuel Cell Hybrid Forklift[D]. Chengdu: Southwest Jiaotong University, 2015.
[14] Pei P, Chen H.Main Factors Affecting the Lifetime of Proton Exchange Membrane Fuel Cells in Vehicle applications: A Review[J]. Applied Energy (S0306-2619), 2014, 125(1): 60-75.
[15] Chen H, Pei P, Song M, et al.Lifetime Prediction and the Economic Lifetime of Proton Exchange Membrane fuel Cells[J]. Applied Energy (S0306-2619), 2015: 154-163.
[16] Pei P, Chang Q, Tang T.A Quick Evaluating Method for Automotive Fuel Cell Lifetime[J]. International Journal of Hydrogen Energy (S0360-3199), 2008, 33(14): 3829-3836.
[17] Sauer D U, Wenzl H.Comparison of Different Approaches for Lifetime Prediction of Electrochemical Systems Using Leadacid Batteries as Example[J]. Journal of Power Sources (S0378-7753), 2008, 176(2): 534-546.
[18] 韩晓娟, 程成, 籍天明, 等. 计及电池使用寿命的混合储能系统容量优化模型[J]. 中国电机工程学报, 2013, 33(34): 91-97.
Han Xiaojuan, Cheng Cheng, Ji Tianming, et al.Capacity Optimal Modeling of Hybrid Energy Storage Systems Considering Battery Life[J]. Proceedings of the CSEE, 2013, 33(34): 91-97.
[19] 李秭乐. 间歇式供电有轨电车地面储能系统优化配置[D]. 北京: 北京交通大学, 2019.
Li Zile.Optimal Configuration of Ground Energy Storage System of Intermittent Power Supplying Tramcar[D]. Beijing: Beijing Jiaotong University, 2019.
[20] 郭高易. 叉车用燃料电池混合动力系统能量管理策略研究[D]. 成都: 西南交通大学, 2018.
Guo Gaoyi.Research and Design of Energy Management Strategy for Fuel Cell Hybrid Power System of Forklift Truck[D]. Chengdu: Southwest Jiaotong University, 2018.
[21] Han J, Charpentier J F, Tang T.An Energy Management System of a Fuel Cell/Battery Hybrid Boat[J]. Energies (S1996-1073), 2014, 7(5): 279-280.
[22] 于爽. 机车用燃料电池混合动力系统建模与能量管理[D]. 成都: 西南交通大学, 2018.
Yu Shuang.Modeling and Energy Management of Fuel Cell Hybrid System for Iocomotive[D]. Chengdu: Southwest Jiaotong University, 2018.
[23] 王天宏, 李奇, 韩莹, 等. 燃料电池混合发电系统等效氢耗瞬时优化能量管理方法[J]. 中国电机工程学报, 2018, 38(14): 4173-4182.
Wang Tianhong, Li Qi, Han Ying, et al.Fuel Cell Hybrid Power Generation System Equivalent Hydrogen Consumption Instantaneous Optimization Energy Management Method[J]. Proceedings of the CSEE, 2018, 38(14): 4173-4182.
[24] 张国瑞, 李奇, 韩莹, 等. 基于运行模式和动态混合度的燃料电池混合动力有轨电车等效氢耗最小化能量管理方法研究[J]. 中国电机工程学报, 2018, 38(23): 6905-6914.
Zhang Guorui, Li Qi, Han Ying, et al.Study on Equivalent Consumption Minimization Strategy based on Operation Mode and DDOH for Fuel Cell Hybrid Tramway[J]. Proceedings of the CSEE, 2018, 38(23): 6905-6914.