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Regenerative Braking Energy Recovery System of Metro Train Based on Dual-Mode Power Management
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作者 Feng Zhao Xiaotong Zhu +1 位作者 Xiaoqiang Chen Ying Wang 《Energy Engineering》 EI 2024年第9期2585-2601,共17页
In order to fully utilize the regenerative braking energy of metro trains and stabilize the metro DC traction busbar voltage,a hybrid regenerative braking energy recovery system with a dual-mode power management strat... In order to fully utilize the regenerative braking energy of metro trains and stabilize the metro DC traction busbar voltage,a hybrid regenerative braking energy recovery system with a dual-mode power management strategy is proposed.Firstly,the construction of the hybrid regenerative braking energy recovery system is explained.Then,based on the power demand of low-voltage load in metro stations,a dual-mode power management strategy is proposed to allocate the reference power of each system according to the different working conditions,and the control methods of each system are set.Finally,the correctness and effectiveness of the dual-mode strategy are verified through simulation,and the proposed braking energy utilization scheme is compared with other singleform utilization schemes.The results illustrate that the hybrid system with the dual-mode strategy can effectively recycle the regenerative braking energy of metro train and inhibit the busbar voltage fluctuation;the proposed braking energy utilization scheme has certain advantages on energy recovery and DC bus voltage stabilization compared with other single-form schemes;the proposed power management strategy can correctly allocate the reference power of each system with a lower construction cost. 展开更多
关键词 Metro train regenerative braking energy energy feed-back system energy storage system power management
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Design and Analysis of Electro-mechanical Hybrid Anti-lock Braking System for Hybrid Electric Vehicle Utilizing Motor Regenerative Braking 被引量:22
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作者 ZHANG Jianlong YIN Chengliang ZHANG Jianwu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第1期42-49,共8页
Braking on low adhesion-coefficient roads, hybrid electric vehicle's motor regenerative torque is switched off to safeguard the normal anti-lock braking system (ABS) fimction. When the ABS control is terminated, th... Braking on low adhesion-coefficient roads, hybrid electric vehicle's motor regenerative torque is switched off to safeguard the normal anti-lock braking system (ABS) fimction. When the ABS control is terminated, the motor regenerative braking is readmitted. Aiming at avoiding permanent cycles from hydraulic anti-lock braking to motor regenerative braking, a novel electro-mechanical hybrid anti-lock braking system using fuzzy logic is designed. Different from the traditional single control structure, this system has a two-layered hierarchical structure, The first layer is responsible for harmonious adjustment or interaction between regenerative system and anti-lock braking system. The second layer is responsible for braking torque distribution and adjustment. The closed-loop simulation model is built. Control strategy and method for coordination between regenerative and anti-lock braking are developed. Simulation braking on low adhesion-coefficient roads with fuzzy logic control and real vehicle braking field test are presented. The results from simulating analysis and experiment show braking performance of the vehicle is perfect, harmonious coordination between regenerative and anti-lock braking function, significant amount of braking energy can be recovered and the proposed control strategy and method are effective. 展开更多
关键词 hybrid electric vehicle regenerative braking anti-lock braking fuzzy logic control electro-mechanical hybrid anti-lock braking
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A new braking force distribution strategy for electric vehicle based on regenerative braking strength continuity 被引量:10
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作者 廉宇峰 田彦涛 +1 位作者 胡蕾蕾 尹诚 《Journal of Central South University》 SCIE EI CAS 2013年第12期3481-3489,共9页
Regenerative braking was the process of converting the kinetic energy and potential energy, which were stored in the vehicle body when vehicle braked or went downhill, into electrical energy and storing it into batter... Regenerative braking was the process of converting the kinetic energy and potential energy, which were stored in the vehicle body when vehicle braked or went downhill, into electrical energy and storing it into battery. The problem on how to distribute braking forces of front wheel and rear wheel for electric vehicles with four-wheel drive was more complex than that for electric vehicles with front-wheel drive or rear-wheel drive. In this work, the frictional braking forces distribution curve of front wheel and rear wheel is determined by optimizing the braking force distribution curve of hydraulic proportional-adjustable valve, and then the safety brake range is obtained correspondingly. A new braking force distribution strategy based on regenerative braking strength continuity is proposed to solve the braking force distribution problem for electric vehicles with four-wheel drive. Highway fuel economy test(HWFET) driving condition is used to provide the speed signals, the braking force equations of front wheel and rear wheel are expressed with linear equations. The feasibility, effectiveness, and practicality of the new braking force distribution strategy based on regenerative braking strength continuity are verified by regenerative braking strength simulation curve and braking force distribution simulation curves of front wheel and rear wheel. The proposed strategy is simple in structure, easy to be implemented and worthy being spread. 展开更多
关键词 braking force distribution regenerative braking electric vehicle four-wheel drive regenerative braking strengthcontinuity
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Regenerative Braking Strategy for Motor Hoist by Ultracapacitor 被引量:7
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作者 BIAN Yongming ZHU Lijing +2 位作者 LAN Hao LI Anhu XU Xinming 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2012年第2期377-384,共8页
Rising concern in environmental issues on global scale has made energy saving in powered equipment a very important subject.In order to improve the energy efficiency and driving range of a motor hoist,a regenerative b... Rising concern in environmental issues on global scale has made energy saving in powered equipment a very important subject.In order to improve the energy efficiency and driving range of a motor hoist,a regenerative braking system is designed and discussed.The system takes a unique ultracapacitor-only approach to energy storage system.The bi-directional bride DC?DC converter which regulates current flow to and from the ultracapacitor operates in two modes:boost and buck,depending on the direction of the flow.In order to provide constant input and output current at the ultracapacitor,this system uses a double proportional-integral(PI) control strategy in regulating the duty cycle of PWM to the DC?DC converter.The permanent magnet synchronous motor(PWSM) drive system is also studied.The space vector pulse width modulation(SVPWM) technique,along with a two-closed-loop vector control model,is adopted after detailed analysis of PMSM characteristics.The overall model and control strategy for this regenerative braking system is ultimately built and simulated under the MATLAB and Simulink environment.A test platform is built to obtain experimental results.Analysis of the results reveals that more than half of the gravitational potential energy can be recovered by this system.Simulation and experimentation results testify the validity of the double PI control strategy for interface circuit of ultracapacitor and SVPWM strategy for PMSM. 展开更多
关键词 ULTRACAPACITOR regenerative braking strategy DC/DC converter permanent magnet synchronous motor space vector pulse width modulation
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Regenerative Braking Algorithm for an ISG HEV Based on Regenerative Torque Optimization 被引量:11
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作者 肖文雍 王锋 卓斌 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第2期193-200,共8页
A novel regenerative braking algorithm based on regenerative torque optimization with emulate engine compression braking (EECB) was proposed to make effective and maximum use of brake energy in order to improve fuel e... A novel regenerative braking algorithm based on regenerative torque optimization with emulate engine compression braking (EECB) was proposed to make effective and maximum use of brake energy in order to improve fuel economy.The actual brake oil pressure of driving wheel which is reduced by the amount of the regenerative braking force is supplied from the electronic hydraulic brake system.Regenerative torque optimization maximizes the actual regenerative power recuperation by energy storage component,and EECB is a useful extended type of regenerative braking.The simulation results show that actual regenerative power recuperation for the novel regenerative braking algorithm is more than using conventional one,and life-span of brake disks is prolonged for the novel algorithm. 展开更多
关键词 emulate engine compression braking hybrid electric vehicle regenerative braking regenerative torque optimization
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An Investigation into Regenerative Braking Control Strategy for Hybrid Electric Vehicle 被引量:7
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作者 PENG Dong(彭栋) +3 位作者 YIN Cheng-liang(殷承良) ZHANG dian-wu(张建武) 《Journal of Shanghai Jiaotong university(Science)》 EI 2005年第4期407-412,共6页
Energy regeneration during braking is an important technique for hybrid electric vehicle (HEV) to improve their fuel economy and extend their driving range. Due to the effect of regenerative braking torque which is ad... Energy regeneration during braking is an important technique for hybrid electric vehicle (HEV) to improve their fuel economy and extend their driving range. Due to the effect of regenerative braking torque which is added by electric motor, the braking torque distribution between front and rear axles should be changed and the control logic of anti-lock braking system (ABS) ought to be adjusted according to the regenerative braking torque. This paper put forward a braking control strategy for hybrid electric vehicle; the control strategy is implemented with eight DOFs (Degree-of-Freedom) nonlinear vehicle forward simulation model which is built under the environment of Matlab/Simulink. Based on target wheel slip ratio, a fuzzy logic approach was applied to maintain the optimal target slip ratio so that best compromise between hydraulic torque and regenerative torque can be obtained for the vehicle. 展开更多
关键词 hybrid electric vehicle regenerative braking torque hydraulic braking torque fuzzy logic control
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Regenerative braking control for hybrid electric vehicles under decelerating condition 被引量:1
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作者 沈文臣 胡宇辉 +1 位作者 席军强 陈慧岩 《Journal of Beijing Institute of Technology》 EI CAS 2014年第4期463-468,共6页
The operating mode of a single shaft hybrid electric vehicle (SSHEV) in which the electric motor exerts negative torque on the shaft to imitate engine braking is analyzed. The method of determining the quantity of r... The operating mode of a single shaft hybrid electric vehicle (SSHEV) in which the electric motor exerts negative torque on the shaft to imitate engine braking is analyzed. The method of determining the quantity of regenerative braking torque is proposed with the premise that the braking intensity required by the driver is satisfied. On this basis, factors that affect torque generated by the motor are listed, and how the battery' s temperature and state of charge ( SOC ) restrict and correct the braking torque is expounded. Finally, road test results show that the motor' s constant power or constant torque control is an effective way to recover the mechanical energy during decelerating. 展开更多
关键词 hybrid electric vehicle (HEV) decelerating condition regenerative braking torquecontrol
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Analysis of torque transmitting behavior and wheel slip prevention control during regenerative braking for high speed EMU trains 被引量:4
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作者 Kun Xu Guo-Qing Xu Chun-Hua Zheng 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2016年第2期244-251,共8页
The wheel-rail adhesion control for regenerative braking systems of high speed electric multiple unit trains is crucial to maintaining the stability,improving the adhesion utilization,and achieving deep energy recover... The wheel-rail adhesion control for regenerative braking systems of high speed electric multiple unit trains is crucial to maintaining the stability,improving the adhesion utilization,and achieving deep energy recovery.There remain technical challenges mainly because of the nonlinear,uncertain,and varying features of wheel-rail contact conditions.This research analyzes the torque transmitting behavior during regenerative braking,and proposes a novel methodology to detect the wheel-rail adhesion stability.Then,applications to the wheel slip prevention during braking are investigated,and the optimal slip ratio control scheme is proposed,which is based on a novel optimal reference generation of the slip ratio and a robust sliding mode control.The proposed methodology achieves the optimal braking performancewithoutthewheel-railcontactinformation.Numerical simulation results for uncertain slippery rails verify the effectiveness of the proposed methodology. 展开更多
关键词 High speed electric multiple unit(EMU) train regenerative braking Wheel-rail adhesion Optimal slip ratio
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Regenerative Braking Experimental Tests and Results for Formula Student Car 被引量:1
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作者 Leone Martellucci Marco Giannini 《Journal of Transportation Technologies》 2021年第1期78-89,共12页
In this paper</span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">,</span></span&g... In this paper</span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">,</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> the tuning process of a regenerative braking system for a full electric Formula Student car is reported. Experimental results will be discussed and recovered energy will be measured. In order to obtain the best tuning some preliminary requirements have been decided: no</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">-</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">slip motion of traction wheels during braking phase, no over current and over voltage of Li-ion cells and the best feeling from the braking pedal for the driver. The main target of the regenerative braking system is to obtain the maximum recovered energy during the Endurance event in a typical Formula Student Competition (FS Germany, Hockenheim ring). First, an accurate estimation of the admissible braking torques with the tires used was carried out, starting from the magic formula of Pacejka of the tires. The maximum electric braking torque that the installed engine can provide at various speeds was then estimated, compatibly with the charging currents allowed by the storage system. Subsequently, a mechanical regulating device for regenerative braking was designed and described here, installed directly on the gear lever system that connects the brake pedal to the brake pumps. The proposed system is able to appropriately delay the entry into action of the hydraulic brake pumps and this delay is mechanically adjustable by acting on threaded pins. In this way, the interval of actuation of the brake pedal which activates only the electric braking can be adjusted and tuned. Finally, the overall project was tested on the track, in order to validate the hypotheses previously calculated and determine the setting capable of optimizing the energy recovered during a test equivalent to the Endurance event, compatibly with the constraints of the installed systems on board. 展开更多
关键词 VEHICLE Electric braking regenerative Experimental
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Flywheel Energy Storage with Mechanical Input-Output for Regenerative Braking 被引量:1
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作者 Ricardo Chicurel-Uziel 《Modern Mechanical Engineering》 2014年第4期175-182,共8页
The system presented in this paper allows the direct transfer of kinetic energy of a vehicle’s motion to a flywheel and vice-versa. For braking, a cable winds onto a pulley geared to the vehicle’s propulsion drivesh... The system presented in this paper allows the direct transfer of kinetic energy of a vehicle’s motion to a flywheel and vice-versa. For braking, a cable winds onto a pulley geared to the vehicle’s propulsion driveshaft as it unwinds from another pulley geared to the flywheel and then operates in reverse for the transfer of energy in the opposite direction. The cable windings are in one plane resulting in an effective pulley radius that increases when the cable is winding onto it and decreases when unwinding from it. Thus, an increasing driven-to-driving pulley velocity ratio is obtained during a period of energy transfer in either direction. A dynamic analysis simulating the process was developed. Its application is illustrated with a numerical solution based on specific assumed values of system parameters. 展开更多
关键词 Flywheels Energy STORAGE regenerative braking Hybrid VEHICLES
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Energy Management of Networked Smart Railway Stations Considering Regenerative Braking, Energy Storage System, and Photovoltaic Units
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作者 Saeed Akbari Seyed Saeed Fazel Hamed Hashemi-Dezaki 《Energy Engineering》 EI 2023年第1期69-86,共18页
The networking of microgrids has received significant attention in the form of a smart grid.In this paper,a set of smart railway stations,which is assumed as microgrids,is connected together.It has been tried to manag... The networking of microgrids has received significant attention in the form of a smart grid.In this paper,a set of smart railway stations,which is assumed as microgrids,is connected together.It has been tried to manage the energy exchanged between the networked microgrids to reduce received energy from the utility grid.Also,the operational costs of stations under various conditions decrease by applying the proposed method.The smart railway stations are studied in the presence of photovoltaic(PV)units,energy storage systems(ESSs),and regenerative braking strategies.Studying regenerative braking is one of the essential contributions.Moreover,the stochastic behaviors of the ESS’s initial state of energy and the uncertainty of PV power generation are taken into account through a scenario-based method.The networked microgrid scheme of railway stations(based on coordinated operation and scheduling)and independent operation of railway stations are studied.The proposed method is applied to realistic case studies,including three stations of Line 3 of Tehran Urban and Suburban Railway Operation Company(TUSROC).The rolling stock is simulated in the MATLAB environment.Thus,the coordinated operation of networked microgrids and independent operation of railway stations are optimized in the GAMS environment utilizing mixed-integer linear programming(MILP). 展开更多
关键词 Energy management system(EMS) smart railway stations coordinated operation photovoltaic generation regenerative braking uncertainty scenario-based model mixed-integer linear programming(MILP)
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Blended Regenerative Anti-Lock Braking System and Electronic Wedge Brake Coordinate Control Ensuring Maximal Energy Recovery and Stability of All-Wheel-Motor-Drive Electric Vehicles
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作者 Mahmoud Said Jneid Péter Harth 《Journal of Transportation Technologies》 2023年第3期465-495,共31页
ABS is an active safety system which showed a valuable contribution to vehicle safety and stability since it was first introduced. Recently, EVs with in-wheel-motors have drawn increasing attention owing to their grea... ABS is an active safety system which showed a valuable contribution to vehicle safety and stability since it was first introduced. Recently, EVs with in-wheel-motors have drawn increasing attention owing to their greatest advantages. Wheels torques are precisely and swiftly controlled thanks to electric motors and their advanced driving techniques. In this paper, a regenerative-ABS control RABS is proposed for all-in-wheel-motors-drive EVs. The RABS is realized as a pure electronic braking system called brake-by-wire. A coordination strategy is suggested to control RABS compromising three layers. First, wheels slip control takes place, and braking torque is calculated in the higher layer. In the coordinate interlayer, torque is allocated between actuators ensuring maximal energy recovery and vehicle stability. While in the lower layer, actuator control is performed. The RABS effectiveness is validated on a 3-DOF EVSimulink model through two straight-line braking manoeuvres with low and high initial speeds of 50 km/h and 150 km/h, respectively. Both regular and emergency braking manoeuvres are considered with ABS enabled and disabled for comparison. Simulation results showed the high performance of the proposed RABS control in terms of vehicle stability, brake response, stopping distance, and battery re-charging. 展开更多
关键词 EV Stability regenerative-ABS Blended braking Energy Recovery In-Wheel-Motor Electronic-Wedge-Brake Brake-by-Wire
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轮毂电动机驱动车辆并联式复合制动策略
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作者 付翔 肖帅 徐超 《江苏大学学报(自然科学版)》 CAS 北大核心 2025年第1期9-17,共9页
基于并联式轮毂电动机驱动实车构型,分析影响制动能量回收效率的主要因素,采用联邦卡尔曼滤波纵向车速估计算法,提出了三层式复合制动控制策略.该策略中的制动决策层根据踏板输入信号和行驶状态来识别制动工况,并进入相应的制动模式.制... 基于并联式轮毂电动机驱动实车构型,分析影响制动能量回收效率的主要因素,采用联邦卡尔曼滤波纵向车速估计算法,提出了三层式复合制动控制策略.该策略中的制动决策层根据踏板输入信号和行驶状态来识别制动工况,并进入相应的制动模式.制动控制层根据制动决策层的指令,在常规制动工况下通过粒子群优化(PSO)算法优化前、后轮电制动力矩分配,实现电池有效回收效率最大化;紧急制动工况下,通过模糊自整定PID算法实现车辆在不同附着路面上各轮滑移率的安全有效控制,优化了制动防抱死控制的鲁棒性,提高制动安全性.制动执行层响应制动控制层的指令,设计了电制动补偿机制,以迅速补偿调节各轮轮缸的压力误差,提高车辆制动稳定性.最后实车验证了该复合控制策略的有效性. 展开更多
关键词 轮毂电动机驱动车辆 并联式复合制动 粒子群优化 制动能量回收 模糊自整定PID
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New Method to Restrain Pumping Voltage of Braking Procedure for Brushless DC Motor of Electric Armored Vehicle 被引量:3
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作者 郑慕侨 宋小庆 +1 位作者 孙德福 臧克茂 《Journal of Beijing Institute of Technology》 EI CAS 2002年第2期137-141,共5页
In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pu... In order to restrain the high pumping voltage of braking procedure which is harmful to the system of electric armored vehicle. Based on the analysis of pumping voltage of the braking procedure, the relation between pumping voltage and PWM ratio is derived and a new digital control method to restrain the pumping voltage by changing PWM ratio is put forward. Because the capacitance is decreased effectively, the volume of controller is reduced and the performance to price ratio is improved. The results of computer simulation and experiment proved that this method is feasible and valid. 展开更多
关键词 electrical armored vehicle brushless DC motor regenerative braking
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基于RBF神经网络调节的电动车驱动和再生制动滑模控制 被引量:4
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作者 曹建波 曹秉刚 +2 位作者 王军平 许朋 武小兰 《吉林大学学报(工学版)》 EI CAS CSCD 北大核心 2009年第4期1019-1024,共6页
针对电动车的驾驶模式多变和续驶里程短等主要问题,在建立控制系统主回路的基础上对电动车的驱动和再生制动过程进行了研究,设计了电动车用神经网络滑模控制器。该控制器包括两部分:一个RBF神经网络和一个滑模控制器,RBF神经网络对滑模... 针对电动车的驾驶模式多变和续驶里程短等主要问题,在建立控制系统主回路的基础上对电动车的驱动和再生制动过程进行了研究,设计了电动车用神经网络滑模控制器。该控制器包括两部分:一个RBF神经网络和一个滑模控制器,RBF神经网络对滑模控制器进行在线切换增益调节。实验结果表明,在车辆的驱动和再生制动过程中,神经网络滑模控制器与普通滑模控制器相比,其响应速度、稳态误差及鲁棒性明显改善,尤其在再生制动过程中,可以回收更多的能量,进一步延长了车辆的续驶里程,对节约能源很有意义。 展开更多
关键词 自动控制技术 电动车 驱动控制 再生制动 神经网络 滑模控制
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新能源客车URBS气压ABS电磁阀失效分析与改进 被引量:3
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作者 杨坤 马超 +4 位作者 郭栋 高松 王杰 任立鹏 王记磊 《广西大学学报(自然科学版)》 CAS 北大核心 2017年第5期1647-1656,共10页
为了解决新能源客车解耦式再生制动系统(Uncoupled Regenerative Braking System,简称URBS)在实车运行过程中出现的气压ABS电磁阀失效问题,从结构与性能角度分析了气压ABS电磁阀失效原因。基于实车运行工况统计得到气压ABS电磁阀实际工... 为了解决新能源客车解耦式再生制动系统(Uncoupled Regenerative Braking System,简称URBS)在实车运行过程中出现的气压ABS电磁阀失效问题,从结构与性能角度分析了气压ABS电磁阀失效原因。基于实车运行工况统计得到气压ABS电磁阀实际工作制,在此基础上提出兼顾ABS性能要求的气压ABS电磁阀改进约束条件,并从气压ABS电磁阀线圈结构及使用角度提出改进及测试方案。台架实验及实车测试结果表明:改进后的气压ABS电磁阀的气密性、泄漏量、增减压响应、绕线电阻、绝缘电阻等性能均达到标准要求,能够满足URBS使用要求,且可兼顾ABS性能要求。研究结果对新能源客车URBS开发具有较强的参考价值。 展开更多
关键词 新能源客车 解耦式再生制动系统 气压ABS电磁阀 失效 工作制
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基于等效面积法的车载制动能量回收装置控制策略
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作者 米佳雨 杨中平 +2 位作者 钟志宏 林飞 邵一晨 《电工技术学报》 北大核心 2025年第3期975-986,共12页
传统的基于网压或者人工智能算法的控制策略虽然可以使车载储能装置制动能量具有一定的回收效果,但是却存在忽略了储能元件自身充放电特性、模型建立复杂、难以求解最优策略的解析解等问题。为此,该文提出基于等效面积法的车载储能装置... 传统的基于网压或者人工智能算法的控制策略虽然可以使车载储能装置制动能量具有一定的回收效果,但是却存在忽略了储能元件自身充放电特性、模型建立复杂、难以求解最优策略的解析解等问题。为此,该文提出基于等效面积法的车载储能装置控制策略。在储能装置的充电阶段,为了保证最优的节能效果,以储能装置的功率作为状态变量,通过选取最优的初始电压和充电电流,使列车制动功率曲线与储能装置充电功率曲线所围面积最大。储能装置的放电阶段,在保证储能装置的放电截止电压在列车牵引结束时达到最优充电初始值的前提下,选取合适的放电电流使列车牵引功率曲线与储能装置放电功率曲线面积差的最大高度最小,此时车载储能装置的“填谷”效果最佳。该策略从列车的牵引制动特性出发,不仅充分考虑了储能元件的充放电特性,而且模型简单、计算量小、且易于求解得到最优控制策略的解析解,从而可以充分发挥储能装置的充放电能力。算例分析结果表明,相较于传统的基于网压的双环PI控制策略,所提的控制策略可以进一步提升储能装置的充放电量,节能效果显著。 展开更多
关键词 城市轨道交通 车载储能装置 制动能量回收 控制策略 等效面积法
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基于RBF神经网络车速控制的再生制动系统测试 被引量:4
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作者 陈燎 谢明维 +1 位作者 盘朝奉 周孔亢 《江苏大学学报(自然科学版)》 EI CAS CSCD 北大核心 2016年第3期256-263,共8页
针对纯电动汽车再生制动系统优劣评估问题,提出了一种基于车速自动跟踪的再生制动系统测试方法.首先根据离线测试数据推导车速跟踪开环控制动态数学模型;然后用RBF神经网络搭建车速跟踪闭环控制驾驶员模型;最后利用PSO算法对RBF神经网... 针对纯电动汽车再生制动系统优劣评估问题,提出了一种基于车速自动跟踪的再生制动系统测试方法.首先根据离线测试数据推导车速跟踪开环控制动态数学模型;然后用RBF神经网络搭建车速跟踪闭环控制驾驶员模型;最后利用PSO算法对RBF神经网络参数进行优化.在试验室自主研发的整车惯性模拟台架上进行试验,试验结果表明:用RBF神经网络算法控制车速跟踪相比传统模糊PID控制减小了车速跟踪误差,提高了再生制动系统测试的准确性,该方法在实际再生制动测试中应用是可行的. 展开更多
关键词 再生制动测试 rbF神经网络 车速跟踪 循环工况测试 PSO算法
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基于RBF网络的车载超级电容滑模控制系统 被引量:4
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作者 秦斌 张俊杰 +1 位作者 王欣 张铁军 《电气传动》 北大核心 2018年第8期65-69,共5页
针对地铁在频繁的加速和制动过程中导致电能浪费、牵引网电压的剧烈波动和电网运行不稳定等问题,提出一种基于RBF网络的车载超级电容滑模控制系统。超级电容储能装置通过与双向DC/DC变换器连接,给列车提供牵引或者吸收列车产生的再生制... 针对地铁在频繁的加速和制动过程中导致电能浪费、牵引网电压的剧烈波动和电网运行不稳定等问题,提出一种基于RBF网络的车载超级电容滑模控制系统。超级电容储能装置通过与双向DC/DC变换器连接,给列车提供牵引或者吸收列车产生的再生制动能量。在Boost模式和Buck模式下,分别设计RBF神经滑模控制器。仿真结果表明,与传统的PI控制相比,神经滑模控制下的车载超级电容储能装置提高了再生制动能量吸收效果,抑制了牵引网电压波动。 展开更多
关键词 车载超级电容控制系统 再生制动能量 rbF神经滑模控制 DC/DC变换器
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永磁同步电机能量回收柔性切换控制研究
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作者 卢仲辰 杜常清 魏树生 《机床与液压》 北大核心 2025年第1期58-64,共7页
针对永磁同步电机(PMSM)制动过程能量回收受电池状态的影响,以及回收过程能量快速变化会导致直流电压过冲的问题,建立PMSM矢量控制的电机制动能量回收模型,并提出一种基于电池电荷状态(SOC)变化和考虑多场景切换的能量回收策略。针对制... 针对永磁同步电机(PMSM)制动过程能量回收受电池状态的影响,以及回收过程能量快速变化会导致直流电压过冲的问题,建立PMSM矢量控制的电机制动能量回收模型,并提出一种基于电池电荷状态(SOC)变化和考虑多场景切换的能量回收策略。针对制动过程中的系统动态特性,提出一种制动功率直接前馈控制方法,以减少制动过程中瞬时能量造成的逆变器直流电压尖峰。仿真结果表明:该控制方法可适应电池在不同SOC状态下的能量回收需求;采用制动功率直接前馈控制后,系统动态特性显著提升,直流电压尖峰可减少83%以上,稳态建立时间缩短55%以上。 展开更多
关键词 永磁同步电机 再生制动 能量回收 直接前馈控制
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