Studies of Energy Consumption by a City Bus Powered by a Hybrid Energy Storage System in Variable Road Conditions

This article analyzes various configurations of Hybrid Energy Storage Systems consisting of batteries only, combinations of batteries and supercapacitors, and supercapacitors only. For the presented configurations, mathematical models that were used in research in terms of energy consumption and carbon dioxide emissions were developed, employing a 12-m city bus as a test bed. The tests were carried out using standard test cycles for heavy vehicles as well as routes developed on the basis of actual road conditions. The obtained test results confirmed that the lowest energy consumption is characterized by the system supplied exclusively by batteries (855 Wh/km), followed by a hybrid system of a large battery with a small supercapacitor (941 Wh/km), a hybrid system with a large supercapacitor and a small battery pack (1087 Wh/km), and finally a system with a supercapacitor only (1091 Wh/km). In comparison with the conventional diesel power system (3967 Wh/km), the CO2 emission reductions ranged from 27% to 43%, depending on the source of electrical energy.

[1]  Kari Tammi,et al.  Experimental validation of electric bus powertrain model under city driving cycles , 2017 .

[2]  Jong-Phil Won,et al.  Measurement and Evaluation of Heating Performance of Heat Pump Systems Using Wasted Heat from Electric Devices for an Electric Bus , 2012 .

[3]  Cheng Lin,et al.  Application-Oriented Optimal Shift Schedule Extraction for a Dual-Motor Electric Bus with Automated Manual Transmission , 2018 .

[4]  Joeri Van Mierlo,et al.  Hybrid Battery/Lithium-Ion Capacitor Energy Storage System for a Pure Electric Bus for an Urban Transportation Application , 2018, Applied Sciences.

[5]  David Howell Hybrid and Electric Systems R&D at DOE: Fiscal Year 2011-2012 Status , 2012 .

[6]  Tao Zhu,et al.  Comparison Study of Two Semi-Active Hybrid Energy Storage Systems for Hybrid Electric Vehicle Applications and Their Experimental Validation , 2017 .

[7]  Eun Suk Suh,et al.  System Architecture and Mathematical Models of Electric Transit Bus System Utilizing Wireless Power Transfer Technology , 2016, IEEE Systems Journal.

[8]  Milan Simic,et al.  Modelling of full electric and hybrid electric fuel cells buses , 2017, KES.

[9]  Wenxiang Li,et al.  Planning of Electric Public Transport System under Battery Swap Mode , 2018, Sustainability.

[10]  P. Czech Autonomous vehicles: basic issues , 2018, Scientific Journal of Silesian University of Technology. Series Transport.

[11]  Branislav Šarkan,et al.  Measuring of noise emitted by moving vehicles , 2017 .

[12]  A. Kurek,et al.  Analysis of road safety in the city of Sosnowiec in the period 2006-2016 , 2018, Scientific Journal of Silesian University of Technology. Series Transport.

[13]  Ren He,et al.  Design of an Energy Management Strategy for a Parallel Hybrid Electric Bus Based on an IDP-ANFIS Scheme , 2018, IEEE Access.

[14]  Tulga Ersal,et al.  Wireless charger deployment for an electric bus network: A multi-objective life cycle optimization , 2018, Applied Energy.

[15]  Hongwei Liu,et al.  An Adaptive-Equivalent Consumption Minimum Strategy for an Extended-Range Electric Bus Based on Target Driving Cycle Generation , 2018, Energies.

[16]  Sung-Yul Kim,et al.  Strategies for Implementing Public Service Electric Bus Lines by Charging Type in Daegu Metropolitan City, South Korea , 2018, Sustainability.

[17]  Yanjun Huang,et al.  Research on a Novel Hydraulic/Electric Synergy Bus , 2017 .

[18]  Hari Om Bansal,et al.  Optimal fuel control of series-parallel input split hybrid electric vehicle using genetic algorithm based control strategy , 2015, 2015 International Conference on Energy Economics and Environment (ICEEE).

[19]  Andrzej Łebkowski,et al.  Temperature, overcharge and short-circuit studies of batteries used in electric vehicles , 2017 .

[20]  Jaime Rodríguez Arribas,et al.  Approach to Hybrid Energy Storage Systems Dimensioning for Urban Electric Buses Regarding Efficiency and Battery Aging , 2017 .

[21]  Hongwen He,et al.  Predictive air-conditioner control for electric buses with passenger amount variation forecast☆ , 2017, Applied Energy.

[22]  Andrzej Łebkowski,et al.  Steam and Oxyhydrogen Addition Influence on Energy Usage by Range Extender—Battery Electric Vehicles , 2018, Energies.

[23]  Jizhong Chen,et al.  Determination of the Optimum Heat Transfer Coefficient and Temperature Rise Analysis for a Lithium-Ion Battery under the Conditions of Harbin City Bus Driving Cycles , 2017 .

[24]  S. W. Kruczyński,et al.  Studies of energy use by electric buses in SORT test , 2017 .

[25]  Yi Zhong,et al.  Modeling and analysis in air conditioning control system based on electric bus , 2017, 2017 IEEE 17th International Conference on Communication Technology (ICCT).

[26]  Xiaogang Wu,et al.  Optimization of Battery Capacity Decay for Semi-Active Hybrid Energy Storage System Equipped on Electric City Bus , 2017 .

[27]  Hongwen He,et al.  Rule-based energy management for dual-source electric buses extracted by wavelet transform , 2018, Journal of Cleaner Production.

[28]  Akihiro Yamamoto,et al.  Vehicle Management and Travel Data Analysis of E-Bus Adopted in JR Kesennuma Line , 2016 .

[29]  Piotr Czech,et al.  The concept of a walkable city as an alternative form of urban mobility , 2017 .

[30]  Rong-Ceng Leou,et al.  Optimal Charging Schedule Planning and Economic Analysis for Electric Bus Charging Stations , 2017 .

[31]  Minjae Kim,et al.  Fuel Economy of Series Hybrid Electric Bus by Matching the Gear Ratio of Different Capacity Traction Motors , 2012 .

[32]  G O Kotiev,et al.  Energy efficient motion control of the electric bus on route , 2018 .

[33]  Huang Xiang,et al.  Adaptive Model Predictive Control Research on Regenerative Braking for Electric Bus Cruising Downhill , 2016 .

[34]  Yue Gao,et al.  Optimization of a Dual-Motor Coupled Powertrain Energy Management Strategy for a Battery Electric Bus Based on Dynamic Programming Method , 2018, IEEE Access.

[35]  Ali Ehsan,et al.  An Electric Bus Power Consumption Model and Optimization of Charging Scheduling Concerning Multi-External Factors , 2018, Energies.

[36]  Bwo-Ren Ke,et al.  Minimization of Construction Costs for an All Battery-Swapping Electric-Bus Transportation System: Comparison with an All Plug-In System , 2017 .

[37]  Chao Yang,et al.  Driving-behavior-aware stochastic model predictive control for plug-in hybrid electric buses , 2016 .

[38]  A. T. Asiimwe,et al.  Model based engineering and realization of the KAYOOLA Electric City Bus powertrain , 2013, 2013 World Electric Vehicle Symposium and Exhibition (EVS27).

[39]  Hongwen He,et al.  Model Predictive Control of the Air-conditioning System for Electric Bus , 2017 .

[40]  Allan Larsen,et al.  Electric bus fleet size and mix problem with optimization of charging infrastructure , 2018 .

[41]  Egoitz Martinez-Laserna,et al.  Li-Ion Battery Lifetime Model’s Influence on the Economic Assessment of a Hybrid Electric Bus’s Operation , 2018, World Electric Vehicle Journal.

[42]  Orhan Topal,et al.  Total Cost of Ownership Based Economic Analysis of Diesel, CNG and Electric Bus Concepts for the Public Transport in Istanbul City , 2018, Energies.

[43]  Jiangping Chen,et al.  A Study on Electric Vehicle Heat Pump Systems in Cold Climates , 2016 .

[44]  Zhiguo Zhao,et al.  Development of a typical driving cycle for an intra-city hybrid electric bus with a fixed route , 2018 .

[45]  Lingli Yu,et al.  A Driving Behavior Planning and Trajectory Generation Method for Autonomous Electric Bus , 2018, Future Internet.

[46]  Hongwen He,et al.  Comparative Study on Different Energy Management Strategies for Plug-In Hybrid Electric Vehicles , 2013 .

[47]  Antti Lajunen,et al.  Lifecycle costs and charging requirements of electric buses with different charging methods , 2018 .

[48]  Constantin Filote,et al.  Hybrid Electric Powertrain with Fuel Cells for a Series Vehicle , 2018 .

[49]  Giacomo Mantriota,et al.  The Fuel Economy of Hybrid Buses: The Role of Ancillaries in Real Urban Driving , 2014 .

[50]  Kari Tammi,et al.  Development and validation of energy demand uncertainty model for electric city buses , 2018, Transportation Research Part D: Transport and Environment.

[51]  Bo Fu,et al.  Analysis of On-Board Photovoltaics for a Battery Electric Bus and Their Impact on Battery Lifespan , 2017 .

[52]  Kari Tammi,et al.  City Bus Powertrain Comparison: Driving Cycle Variation and Passenger Load Sensitivity Analysis , 2018, Energies.