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Development of Battery/Supercapacitor Hybrid Energy Management System for Electric Vehicles Based on a Power Sharing Strategy Using Terrain Information
Technical Paper
2016-01-1242
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
Since road electric vehicles typically require a significantly variable and random load power demand in response to traffic conditions, such as frequent sequences of acceleration and deceleration and uphill followed by downhill runs. In this context, the energy management system of electric vehicle must ensure an effective power distribution between battery and supercapacitor to satisfy load demand. In this paper, the power management control strategy of hybrid energy storage system is developed by introducing terrain information to optimize system efficiency and battery lifetime. In this presented research, we aim at developing a power management control strategy considering the influence of the terrain information on system efficiency and battery lifetime. In order to avoid rapid changes of power demand and achieve high efficiency without degrading the mechanism performance, a Haar wavelet transform algorithm is proposed to decompose different frequencies components of the load power demand. In addition, the dynamic relationships are also established between the desired supercapacitor voltage and vehicle velocity and terrain to guide the power distribution. Finally, the hybrid system models are developed using MATLAB/Simulink simulation software and validated using experiment data. Simulation results have shown that the proposed control strategy is valid and effective in improving system efficiency and battery lifetime.
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Qiao, Z., Deng, W., Wu, J., Ju, F. et al., "Development of Battery/Supercapacitor Hybrid Energy Management System for Electric Vehicles Based on a Power Sharing Strategy Using Terrain Information," SAE Technical Paper 2016-01-1242, 2016, https://doi.org/10.4271/2016-01-1242.Also In
References
- Feng Ju , Junwen Wang , Li Jing shan , Xiao Guo xian and Stephan Biller Virtual Battery: A Battery Simulation Framework for Electric Vehicles IEEE Transactions on automation science and engineering 10 1 5 14 2013
- Thounthong P. , Davat B. , and Rael S. Drive friendly IEEE Power Energy Mag. 6 2 25 37 2009
- Pay S. and Baghzouz Y. Effectiveness of Battery-Supercapacitor Combination in Electric Vehicles Proceedings of IEEE Power Tech Conference 3 6 11 Bologna, Italy 2003
- Schupbach R. M. , Balda J. C. The role of ultracapacitors in an energy storage unit for vehicle power management Proc. IEEE Veh. Technol. Conf. Orlando, FL 2003 3236 3240
- Dougal R.A. , Liu S. and White R.E. Power and Life Exatension of Battery-Ultracapacitor Hybrids IEEE Transactions on Components and Packaging Technologies 25 1 120 131 2002
- He H. , Xiong R. and Chang Y. Dynamic Modeling and Simulation on a Hybrid Power System for Electric Vehicle Applications Energies 3 11 1821 1830 2010
- Onar O.C. and Khaligh A. A Novel Integrated Magnetic Structure Based DC/DC Converter for Hybrid Battery/Ultracapacitor Energy Storage Systems IEEE Transactions on Smart Grid 3 1 296 307 2012
- Ciccarelli F. , Clemente G. and Iannuzzi D. Energy Storage Management Control Based on Supercapacitors Using a Modular Multilevel Inverter Topology for Electrical Vehicles International Conference on Clean Electrical Power 170 176 2013
- Choi M. , Kim S. and Seo S. Energy Management Optimization in a Battery/Supercapacitor Hybrid Energy Storage System IEEE Transactions on Smart Grid 3 1 463 472 2012
- Amir Poursamad , Morteza Montazeri Design of genetic-fuzzy control strategy for parallel hybrid electric vehicles Control Engineering Practice 16 2008 861 873
- Baisden A.C. and Emadi A. ADVISOR-Based Model of a Battery and and Ultra-Capacitor Energy Source for Hybrid Electric Vehicles IEEE Transactions on Vehicular Technology 53 1 199 205 2004
- Choi M. and Seo S. Robust Energy Management of a Battery/Supercapacitor Hybrid Energy Storage System in an Electric Vehicle IEEE International Electric Vehicle Conference 1 5 2012
- Buller S. , Thele M. , De Doncker R.W.A.A. and Karden E. Impedance-Based Simulation Models of Supercapacitors and Li-Ion Batteries for Power Electronic Applications IEEE Transactions on Industry Applications 41 3 742 747 2005
- Ayad M.Y. , Becherif M. , Paire D. , Djerdir A. , Miraoui A Passivity-Based Control of Hybrid Power Sources using Fuel Cell, Supercapacitors, and Batteries on the DC link for Energy Traction System IEEE International Electric Machines & Drives Conference, IEMDC '07 1 3-5 May 2007 453 458
- Johnson , V. , Wipke , K. , and Rausen , D. HEV Control Strategy for Real-Time Optimization of Fuel Economy and Emissions SAE Technical Paper 2000-01-1543 2000 10.4271/2000-01-1543
- Kleimaier A. , Schroder D.S Design and Control of a Hybrid Vehicle by Optimal Control Theory Proc. of IPEC Tokyo 2000 2186 2191
- Moreno J. , Ortuzar M.E. and Dixon J.W. Energy-Management System for a Hybrid Electric Vehicle, Using Ultracapacitors and Neural Networks IEEE Transactions on Industrial Electronics 53 2 614 623 2006
- Li S. G. , Sharkh S. M. , Walsh F. C. , and Zhang C. N. Energy and Battery Management of a Plug-In Series Hybrid Electric Vehicle Using Fuzzy Logic IEEE Transactions on vehicular technology 60 80 3571 3585 2011
- Xi Zhang , Mi Chris Chunting , Masrur Abul and Daniszewski David Wavelet-transform-based power management of hybrid vehicles with multiple on-board energy sources including fuel cell, battery and ultracapacitor Journal of Power Sources 185 2008 1533 1543
- Erdinc O. , Vural B. , Uzunoglu M. A wavelet-fuzzy logic based energy management strategy for a fuel cell/battery/ultra-capacitor hybrid vehicular power system Journal of Power Sources 194 2009 369 380
- Laldin O. , Moshirvaziri M. and Trescases O. Predictive Algorithm for Optimizing Power Flow in Hybrid Ultracapacitor/Battery Storage Systems for Light Electric Vehicles IEEE Transactions on Power Electronics 28 8 3882 3895 2013
- Hredzak B. , Agelidis V.G. and Jang M. A Model Predictive Control System for a Hybrid Battery-Ultracapacitor Power Source IEEE Transactions on Power Electronics 29 3 1469 1479 2014
- Ferreira A.A. , Pomilio J.A. , Spiazzi G. , de Araujo Silva L. Energy Management Fuzzy Logic Supervisory for Electric Vehicle Power Supplies System IEEE Transactions on Power Electronics 23 1 Jan. 2008 107 115
- Erik Hellstrom , Maria Ivarsson , Jan Aslund , Lars Nielsen Look-ahead control for heavy trucks to minimize trip time and fuel consumption Control Engineering Practice 17 2009 245254
- Huang W. , Bevly D. M. , Li X. , and Schnick S. road geometry based optimal truck fuel economy Proc. ASME Int. Mech. Eng.Congr.Expo 2007 41 695
- Johannesson L. , sbogrd M. , and Egardt B. Assessing the potential of predictive control for hybrid vehicle power trains using stochastic dynamic programming Proc. IEEE Conf. Intell. Transp. Syst 2005 366371
- Zhang C. , Vahidi A. , Pisu P. , Li X. , and Tennant K. Role of terrain preview in energy management of hybrid electric vehicles IEEE Trans. Veh. Technol 59 3 11391147 Mar. 2010
- Chengtao Lin , Chou Bin , Quanshi Chen Performance Comparison of battery power input equivalent circuit model for EVs Chinese Automotive Engineering 28 3 2006 230 234
- Spyker RL , Nelms RM Analysis of double-layer capacitors supplying constant power loads IEEE Trans Aerosp Electron Syst 2000 36 4 143943
- Mao Peilin L. and Aggarwal Raj K. A Novel Approach to the Classification of the Transient Phenomena in Power Transformers Using Combined Wavelet Transform and Neural Network IEEE Transactions on Power Delivery 16 4 654 660 2001
- Zhang , Q. , Deng , W. , and Wu , J. Power-Balance and Wavelet-Transform Based Power Management of Battery-Supercapacitor Hybrid System for Electric Vehicles SAE Int. J. Passeng. Cars - Electron. Electr. Syst. 8 1 186 194 2015 10.4271/2015-01-0253
- Chan C. and Chau K. Modern Electric Vehicle Technology 47 Oxford University Press 2001
- Per Sahlholm , Johansson Karl Henrik Road grade estimation for look-ahead vehicle control using multiple measure runs Control Engineering Practice 18 2010 1328 1341