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Longitudinal Control Strategy for Vehicle Adaptive Cruise Control Systems 被引量:2
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作者 吴利军 刘昭度 马岳峰 《Journal of Beijing Institute of Technology》 EI CAS 2007年第1期28-33,共6页
A new longitudinal control strategy for vehicle adaptive cruise control (ACC) systems is presented. The running relationship between the ACC vehicle and the detected target vehicle is described by the relative veloc... A new longitudinal control strategy for vehicle adaptive cruise control (ACC) systems is presented. The running relationship between the ACC vehicle and the detected target vehicle is described by the relative velocity and the deviation between the actual headway distance and the prescribed safety distance. Based on this, two state space models are built and the linear quadratic optimal control theory is used to yield desired velocity for the ACC-equipped vehicle when with the target vehicle detected. By switching among four control modes, the desired velocity profile is designed to deal with different running situations. A velocity controller, which includes a PID controller for throttle openness and a neural network controller for brake application, is developed to achieve the desired velocity profile. The proposed control strategy is applied to a non-linear vehicle model in a simulation environment and is shown to provide the ACC vehicle comfortable ride and satisfying safety. 展开更多
关键词 adaptive cruise control (ACC) linear quadratic throttle/brake control neural network
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Wide speed range for traction motor in braking force of electric braking control system 被引量:2
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作者 Young-Choon Kim Moon-Taek Cho 《Journal of Central South University》 SCIE EI CAS 2014年第10期3837-3843,共7页
A vehicle stopping method using an electric brake until a traction motor is stopped is studied. At the moment of vehicle stop, electric brake is changed to control mode where torque is reduced at a low speed. Gradient... A vehicle stopping method using an electric brake until a traction motor is stopped is studied. At the moment of vehicle stop, electric brake is changed to control mode where torque is reduced at a low speed. Gradient is controlled by estimating the load torque of motor, thereby traction motor is not rotated after stop. In addition, coasting operation and brake test are performed from normal-opposite operation and start using a small-scale model comprising the inertial load equipment and the power converter. Further, traction motor is made to be equipped with a suspension torque. Pure electric braking that makes traction motor stop by an air brake at the time of stop is also implemented. Constant torque range and constant power range are expanded during braking so that braking force is secured with the electric brakes even in high speed region. Therefore, vehicle reduction effect can be expected by reducing parts related with an air brake which is not used frequently by using a pure electric brake in the M car in wide speed region. Further, maintenance of brake system can be reduced. Besides, ride comfort of passenger in the electric rail car, energy efficiency improvement, and noise reduction effect can be additionally expected. Further, an improved brake method that uses only an electric brake till motor stop is proposed by comparing those in the blending brake that uses an air brake while reducing brake torque at vehicle stop. 展开更多
关键词 wide speed range electric braking control traction motor
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Pressure-tracking control of a novel electro-hydraulic braking system considering friction compensation 被引量:13
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作者 雍加望 高峰 +1 位作者 丁能根 HE Yu-ping 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第8期1909-1921,共13页
This work presents an integrated pressure-tracking controller for a novel electro-hydraulic brake(EHB) system considering friction and hydraulic disturbances. To this end, a mathematical model of an EHB system, consis... This work presents an integrated pressure-tracking controller for a novel electro-hydraulic brake(EHB) system considering friction and hydraulic disturbances. To this end, a mathematical model of an EHB system, consisting of actuator and hydraulic sub-systems, is derived for describing the fundamental dynamics of the system and designing the controller. Due to sensor inaccuracy and measurement noise, a Kalman filter is constructed to estimate push rod stroke for generating desired master cylinder pressure. To improve pressure-tracking accuracy, a linear friction model is generated by linearizing the nonlinear Tustin friction model, and the unmodeled friction disturbances are assumed unknown but bounded. A sliding mode controller is designed for compensating friction disturbances, and the stability of the controller is investigated using the Lyapunov method. The performance of the proposed integrated controller is evaluated with a hardware-in-the-loop(HIL) test platform equipped with the EHB prototype. The test results demonstrate that the EHB system with the proposed integrated controller not only achieves good pressure-tracking performance, but also maintains robustness to friction disturbances. 展开更多
关键词 electro-hydraulic brake brake-by-wire Kalman filter sliding mode control pressure-tracking friction compensation
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Experimental prototyping of the adhesion braking control system design concept for a mechatronic bogie 被引量:1
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作者 Sundar Shrestha Maksym Spiryagin Qing Wu 《Railway Engineering Science》 2021年第1期15-29,共15页
The dynamic parameters of a roller rig vary as the adhesion level changes.The change in dynamics parameters needs to be analysed to estimate the adhesion level.One of these parameters is noise emanating from wheel–ra... The dynamic parameters of a roller rig vary as the adhesion level changes.The change in dynamics parameters needs to be analysed to estimate the adhesion level.One of these parameters is noise emanating from wheel–rail interaction.Most previous wheel–rail noise analysis has been conducted to mitigate those noises.However,in this paper,the noise is analysed to estimate the adhesion condition at the wheel–rail contact interface in combination with the other methodologies applied for this purpose.The adhesion level changes with changes in operational and environmental factors.To accurately estimate the adhesion level,the influence of those factors is included in this study.The testing and verification of the methodology required an accurate test prototype of the roller rig.In general,such testing and verification involve complex experimental works required by the intricate nature of the adhesion process and the integration of the different subsystems(i.e.controller,traction,braking).To this end,a new reduced-scale roller rig is developed to study the adhesion between wheel and rail roller contact.The various stages involved in the development of such a complex mechatronics system are described in this paper.Furthermore,the proposed brake control system was validated using the test rig under various adhesion conditions.The results indicate that the proposed brake controller has achieved a shorter stopping distance as compared to the conventional brake controller,and the brake control algorithm was able to maintain the operational condition even at the abrupt changes in adhesion condition. 展开更多
关键词 Wheel–rail adhesion condition brake controlMechatronics scaled bogie test rig Wheel–rail noiseAcoustic analysis
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Lateral Stability Improvement of Car-Trailer Systems Using Active Trailer Braking Control 被引量:1
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作者 Tao Sun Yuping He Ebrahim Esmailzadeh Jing Ren 《Journal of Mechanics Engineering and Automation》 2012年第9期555-562,共8页
An active trailer braking controller to improve the lateral stability of car-trailer systems is presented. The special and complex structures of these types of vehicles exhibit unique unstable motion behavior, such as... An active trailer braking controller to improve the lateral stability of car-trailer systems is presented. The special and complex structures of these types of vehicles exhibit unique unstable motion behavior, such as the trailer swing, jack-knifing and rollover. These unstable motion modes may lead to fatal accidents. The effects of passive mechanical parameters on the stability of car-trailer systems have been thoroughly investigated. Some of the passive parameters, such as the center of gravity of the trailer, may be drastically varied during various operating conditions. Even for an optimal design of a car-trailer system, based on a specific passive parameter set, the lateral stability cannot be guaranteed. In order to improve the lateral stability of car-trailer systems, an active trailer braking controller is designed using the Linear Quadratic Regular (LQR) technique. To derive the controller, a vehicle model with 3 Degrees Of Freedom (DOF) is developed to represent the car-trailer system. A single lane-change maneuver has been simulated to examine the performance of the controller and the numerical results are compared with those of the baseline design. The benchmark investigation indicates that the optimal controller based on the LQR technique can effectively improve the high-speed lateral stability of the car-trailer system. 展开更多
关键词 Car-trailer systems active trailer braking control LQR (linear quadratic regular) controller high-speed lateral stability.
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A novel integrated self-powered brake system for more electric aircraft 被引量:7
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作者 Yaoxing SHANG Xiaochao LIU +1 位作者 Zongxia JIAO Shuai WU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第5期976-989,共14页
Traditional hydraulic brake systems require a complex system of pipelines between an aircraft engine driven pump(EDP) and brake actuators, which increases the weight of the aircraft and may even cause serious vibrat... Traditional hydraulic brake systems require a complex system of pipelines between an aircraft engine driven pump(EDP) and brake actuators, which increases the weight of the aircraft and may even cause serious vibration and leakage problems. In order to improve the reliability and safety of more electric aircraft(MEA), this paper proposes a new integrated self-powered brake system(ISBS) for MEA. It uses a hydraulic pump geared to the main wheel to recover a small part of the kinetic energy of a landing aircraft. The recovered energy then serves as the hydraulic power supply for brake actuators. It does not require additional hydraulic source, thus removing the pipelines between an EDP and brake actuators. In addition, its self-powered characteristic makes it possible to brake as usual even in an emergency situation when the airborne power is lost. This paper introduces the working principle of the ISBS and presents a prototype. The mathematical models of a taxiing aircraft and the ISBS are established. A feedback linearization control algorithm is designed to fulfill the anti-skid control. Simulations are carried out to verify the feasibility of the ISBS, and experiments are conducted on a ground inertia brake test bench. The ISBS presents a good performance and provides a new potential solution in the field of brake systems for MEA. 展开更多
关键词 HYDRAULIC Feedback linearization control More electric aircraft Novel brake system SELF-POWERED
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Typical faults and safety analysis of brake controller for AC locomotive
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作者 Yujie Ren Hai Chi 《Railway Sciences》 2023年第4期486-494,共9页
Purpose–The brake controller is a key component of the locomotive brake system.It is essential to study its safety.Design/methodology/approach–This paper summarizes and analyzes typical faults of the brake controlle... Purpose–The brake controller is a key component of the locomotive brake system.It is essential to study its safety.Design/methodology/approach–This paper summarizes and analyzes typical faults of the brake controller,and proposes four categories of faults:position sensor faults,microswitch faults,mechanical faults and communication faults.Suggestions and methods for improving the safety of the brake controller are also presented.Findings–In this paper,a self-judgment and self-learning dynamic calibration method is proposed,which integrates the linear error of the sensor and the manufacturing and assembly errors of the brake controller to solve the output drift.This paper also proposes a logic for diagnosing and handling microswitch faults.Suggestions are proposed for other faults of brake controller.Originality/value–The methods proposed in this paper can greatly improve the usability of the brake controller and reduce the failure rate. 展开更多
关键词 Locomotive brake system brake controller FAULTS
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Aircraft Electric Anti-skid Braking System Based on Fuzzy-PID Controller with Parameter Self-adjustment Feature 被引量:5
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作者 魏小辉 尹乔之 +2 位作者 聂宏 张明 陶周亮 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2014年第1期111-118,共8页
The principle of electric braking system is analyzed and an anti-skid braking system based on the slip rate control is proposed.The fuzzy-PID controller with parameter self-adjustment feature is designed for the anti-... The principle of electric braking system is analyzed and an anti-skid braking system based on the slip rate control is proposed.The fuzzy-PID controller with parameter self-adjustment feature is designed for the anti-skid braking system.The dynamic model of aircraft ground braking is established in the simulation environment of MATLAB/SIMULINK,and simulation results of dry runway and wet runway are presented.The results show that the fuzzy-PID controller with parameter self-adjustment feature for the electric anti-skid braking system keeps working in the state of stability and the brake efficiencies are increased to 93%on dry runway and 82%on wet runway respectively. 展开更多
关键词 electric braking system slip rate anti-skid braking fuzzy-PID controller
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High-effciency aircraft antiskid brake control algorithm via runway condition identification based on an on-off valve array 被引量:15
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作者 Dong SUN Zongxia JIAO +2 位作者 Yaoxing SHANG Shuai WU Xiaochao LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第11期2538-2556,共19页
The aircraft antiskid braking system is an important hydraulic system for preventing tire bursts and ensuring safe take-off and landing. The brake system adjusts the force applied on the brake discs by controlling the... The aircraft antiskid braking system is an important hydraulic system for preventing tire bursts and ensuring safe take-off and landing. The brake system adjusts the force applied on the brake discs by controlling the brake pressure. Traditional aircraft antiskid braking systems achieve antiskid performance by controlling the braking pressure with an electrohydraulic servo valve.Because the pilot stage of an electrohydraulic servo valve is easily blocked by carbonized hydraulic oil, the servo valve would become a dangerous weak point for aircraft safety. This paper proposes a new approach that uses an on-off valve array to replace the servo valve for pressure control. Based on this new pressure control component, an efficient antiskid control algorithm that can utilize this discontinuous feature is proposed. Furthermore, the algorithm has the ability to identify the runway circumstances. To overcome the discontinuity in the process of using an on-off valve array, the Filippov framework is introduced. The conditions of convergence of the system are also discussed.The results of the digital simulations and the hardware-in-the-loop(HIL) braking experiments are used to verify the efficiency and stability of the proposed control algorithm. The method also proves that the on-off valve array can replace the servo valve perfectly as a new type of antiskid braking pressure control component. 展开更多
关键词 AIRCRAFT brake Hydraulic system On-off valve array Runway condition identification Servo control
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Coordinated Design of Thyristors Controlled Braking Resistors and Power System Stabilizer for Damping
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作者 R.M. Hamouda Z.R. Alzaid M.A. Mostafa 《Journal of Energy and Power Engineering》 2010年第3期58-64,共7页
This paper presents a new concept for damping electro-mechanical oscillations in large turbo generator. The proposed concept is based on coordination between Power System Stabilizer (PSS) and Thyristor Controlled Br... This paper presents a new concept for damping electro-mechanical oscillations in large turbo generator. The proposed concept is based on coordination between Power System Stabilizer (PSS) and Thyristor Controlled Braking Resistor (TCBR). This coordination will enhance the stability of the inertial and torsional oscillatory modes. The study is performed on system-I of the second IEEE benchmark for simulation of Sub-Synchronous Oscillations, using eigenvalue analysis and verified by detailed digital simulation. A dynamic fundamental frequency model for TCBR is developed. The pole placement technique is used to design the control system of TCBR and PSS. The shaft torque's following a disturbance is computed and analyzed. The obtained results indicate that substantial damping is achieved by the proposed coordination. 展开更多
关键词 Power system stabilizer (PSS) thyristor controlled braking resistance (TDBR) torsional oscillations
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重型车辆液压制动压力控制方法对比分析
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作者 胡大伟 马晓军 刘春光 《自动化应用》 2026年第3期5-8,共4页
随着电动车辆技术的不断发展,对其机动性和稳操性提出了更高要求。以重型车辆液压制动系统为研究对象,在稳态误差、响应时间、跟踪能力及约束处理等方面,对比分析PID控制、线性二次型跟踪器(LQT)和模型预测控制(MPC)3种控制方法,并将其... 随着电动车辆技术的不断发展,对其机动性和稳操性提出了更高要求。以重型车辆液压制动系统为研究对象,在稳态误差、响应时间、跟踪能力及约束处理等方面,对比分析PID控制、线性二次型跟踪器(LQT)和模型预测控制(MPC)3种控制方法,并将其应用于重型车辆液压制动系统的制动压力控制中。仿真结果表明,PID和LQT可以离线操作,对系统要求较低;LQT在跟踪目标压力方面效果更突出;而MPC控制器在约束处理方面表现更佳。 展开更多
关键词 液压制动系统 控制方法 稳态误差 响应时间
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CRH380A型动车组制动系统多模型自适应容错控制
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作者 谭畅 张尧佳 +1 位作者 李明远 赖亚昕 《控制工程》 北大核心 2026年第2期315-325,共11页
针对CRH380A型动车组制动过程中出现的制动控制装置执行器故障问题,提出了一种基于多模型的自适应容错控制策略。首先,推导了存在未知系统参数及执行器故障的动车组制动系统动力学模型。然后,分析所有可能的故障模式,得到故障模式集,再... 针对CRH380A型动车组制动过程中出现的制动控制装置执行器故障问题,提出了一种基于多模型的自适应容错控制策略。首先,推导了存在未知系统参数及执行器故障的动车组制动系统动力学模型。然后,分析所有可能的故障模式,得到故障模式集,再针对每一种故障模式分别设计了自适应容错控制器。最后,设计基于状态估计误差的性能损失函数,选择最小性能损失函数值对应的控制器作为系统当前的控制器。仿真结果表明,所设计的控制系统能实现对未知故障的快速精确补偿,使动车组在发生故障后仍能渐近跟踪目标的制动曲线,保证动车组安全、平稳地制动。 展开更多
关键词 CRH380A动车组 制动系统 自适应容错控制 多模型方法
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熄焦车气压制动系统关键技术研究
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作者 张岩军 程怡安 《煤炭技术》 2026年第1期70-73,共4页
熄焦车行走于焦炉出焦侧水平钢制导轨上,工作环境具有水汽大、粉尘大、温差波动范围大的特点,工况条件十分恶劣。作为接焦、熄焦设备,要求熄焦车具有运行速度快、装载载荷大、运行时间连续等特点。熄焦车制动性能的优劣,对熄焦车的行车... 熄焦车行走于焦炉出焦侧水平钢制导轨上,工作环境具有水汽大、粉尘大、温差波动范围大的特点,工况条件十分恶劣。作为接焦、熄焦设备,要求熄焦车具有运行速度快、装载载荷大、运行时间连续等特点。熄焦车制动性能的优劣,对熄焦车的行车安全及使用性能具有直接的影响。本文对工作在恶劣工况下的熄焦车气压制动系统关键技术进行研究,该技术利用气压实现熄焦车快速制动和精确停车,在恶劣工况下能够满足熄焦车制动性能稳定和可靠的使用要求。 展开更多
关键词 熄焦车 制动系统 气压制动 制动控制 气路系统
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高速铁路列车到达追踪间隔时间组成研究
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作者 王小奇 《科技创新与应用》 2026年第5期92-96,102,共6页
高速铁路间隔时间取值较大限制了高速铁路系统能力的发挥,而各间隔时间中,一般到达间隔时间取值最大,很大程度上限制了大型始发、终到客运站能力的发挥。该文通过对现有高速铁路车站咽喉区长度统计分析、接车作业过程分析和咽喉区长度... 高速铁路间隔时间取值较大限制了高速铁路系统能力的发挥,而各间隔时间中,一般到达间隔时间取值最大,很大程度上限制了大型始发、终到客运站能力的发挥。该文通过对现有高速铁路车站咽喉区长度统计分析、接车作业过程分析和咽喉区长度对列车到达追踪间隔时间取值影响的仿真检算,明确到达间隔时间主要由接车进路办理时间、进站前制动时间、咽喉区走行时间、列车停稳时间以及停车附加时间构成。经研究,到达间隔时间的取值主要受列车制动性能和列控系统影响,咽喉区长度对其取值影响比重较小,建议后续重点从列车制动性能、列控系统、运输组织等方面研究缩短列车到达追踪间隔时间的措施。 展开更多
关键词 列车到达追踪间隔时间 咽喉区长度 制动距离 列车制动性能 列控系统 运输组织
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A Novel Braking Control Strategy for Hybrid Electric Buses Based on Vehicle Mass and Road Slope Estimation 被引量:2
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作者 Zijun Liu Shuo Cheng +3 位作者 Jinzhao Liu Qiong Wu Liang Li Huawei Liang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2022年第6期340-350,共11页
Proper braking force distribution strategies can improve both stability and economy performance of hybrid electric vehicles,which is prominently proved by many studies.To achieve better dynamic stable performance and ... Proper braking force distribution strategies can improve both stability and economy performance of hybrid electric vehicles,which is prominently proved by many studies.To achieve better dynamic stable performance and higher energy recovery efficiency,an effective braking control strategy for hybrid electric buses(HEB)based on vehicle mass and road slope estimation is proposed in this paper.Firstly,the road slope and the vehicle mass are estimated by a hybrid algorithm of extended Kalman filter(EKF)and recursive least square(RLS).Secondly,the total braking torque of HEB is calculated by the sliding mode controller(SMC),which uses the information of brake intensity,whole vehicle mass,and road slope.Finally,comprehensively considering driver’s braking intention and regulations of the Economic Commission for Europe(ECE),the optimal proportional relationship between regenerative braking and pneumatic braking is obtained.Furthermore,related simulations and experiments are carried out on the hardware-in-the-loop test bench.Results show that the proposed strategy can effectively improve the braking performance and increase the recovered energy through precise control of the braking torque. 展开更多
关键词 Hybrid electric bus Vehicle mass estimation Road slope estimation Braking control strategy Regenerative braking
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Design of the pressure regulation algorithm for active braking in vehicle ACC system 被引量:4
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作者 马国成 刘昭度 +1 位作者 裴晓飞 叶阳 《Journal of Beijing Institute of Technology》 EI CAS 2011年第4期483-489,共7页
To develop the pressure control algorithm for active braking of adaptive cruise control(ACC) system,a test bench with real parts of the tested vehicle is built.With the dynamic analysis of the active braking actuato... To develop the pressure control algorithm for active braking of adaptive cruise control(ACC) system,a test bench with real parts of the tested vehicle is built.With the dynamic analysis of the active braking actuators,it is demonstrated that different duty of pulse-width modulation(PWM) signals could control the pressure changing rate of the wheel cylinder.To obtain that signal,a modified proportional-integral-differential(PID) control algorithm is developed using the variable parameter method,the control value reset method,the dead zone method and the integral saturation method.Experimental results show that the delay and overshoot of the pressure response could be reduced considerably using the modified PID algorithm compared with the conventional one.The proposed pressure control algorithm could be used for the further development of the ACC's controller. 展开更多
关键词 adaptive cruise control(ACC) active braking pressure control modified proportional-integral-differential(PID) control algorithm
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基于飞轮储能的轨道运输再生制动能量优化控制方法研究
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作者 赵文浩 宁可 +2 位作者 王建梅 张川川 宁文钢 《重型机械》 2026年第1期18-24,共7页
为提高地铁列车运行中再生制动能量利用率,提出了基于飞轮储能系统的再生制动能量优化控制方法。首先,建立了地铁再生制动能的数学模型,系统分析了列车运行下的能量回馈过程。其次,构建了飞轮储能系统结构模型,分析其电能与机械能转换... 为提高地铁列车运行中再生制动能量利用率,提出了基于飞轮储能系统的再生制动能量优化控制方法。首先,建立了地铁再生制动能的数学模型,系统分析了列车运行下的能量回馈过程。其次,构建了飞轮储能系统结构模型,分析其电能与机械能转换机理。进一步针对储能电机的动态特性,分别采用PI控制、模糊PID控制及粒子群优化模糊PID(PSO-Fuzzy PID)控制进行性能对比。结果表明,该系统单列车年可回馈能量约862224 kWh。与传统PI控制和模糊PID控制相比,PSO-Fuzzy PID控制在响应速度、超调量以及稳态精度等方面表现最优,具备更强的抗扰性与动态稳定性。试验结果验证了所提控制策略在地铁再生制动能量储能系统中的有效性,为轨道交通节能化与绿色运营提供了重要的技术支撑与理论依据。 展开更多
关键词 再生制动能 飞轮储能系统 模糊PID控制 粒子群优化 节能控制
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Sensor fault-tolerant observer applied in UAV anti-skid braking control under control input constraint 被引量:2
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作者 Hui Sun Jianguo Yan +1 位作者 Yaohong Qu Jie Ren 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第1期126-136,共11页
This paper proposes a method for addressing the problem of sensor fault-tolerant control (FTC) for anti-skid braking systems (ABSs). When the wheel velocity sensor of the ABS for unmanned aerial vehicles (UAVs) become... This paper proposes a method for addressing the problem of sensor fault-tolerant control (FTC) for anti-skid braking systems (ABSs). When the wheel velocity sensor of the ABS for unmanned aerial vehicles (UAVs) becomes faulty, wheel velocity failure and feedback instability may occur. Firstly, a fault diagnosis and isolation (FDI) method based on a sliding mode observer approach is introduced to detect and isolate the fault of the sensor. When the wheel velocity sensor is in healthy conditions, the observer works in a diagnosis mode. If faults occur in the sensor, it acts as a wheel velocity estimator. Secondly, an FTC strategy, adopting a feedback compensation structure, is designed with input control constraints. In addition, based on the FDI result, a terminal sliding mode (TSM) controller is designed to guarantee that slip-ratio tracks its appropriate reference values in situations where runways change conditions during landing. The control system switches automatically from control using a wheel velocity sensor to sensorless control mode, so the observer-based FTC scheme is established. It is logical that the ABS keeps observed-state and remains stable when the wheel velocity sensor is broken and during external disturbance. Finally, simulation results show the effectiveness of the proposed method. © 1990-2011 Beijing Institute of Aerospace Information. 展开更多
关键词 BRAKING control systems Failure analysis Fault tolerance Feedback Sensorless control Sliding mode control Unmanned aerial vehicles (UAV) Velocity WHEELS
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基于自适应PID的刹车踏板模拟器直流伺服电机控制系统
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作者 张劼栋 刘铮 《智能计算机与应用》 2026年第1期50-58,共9页
为了能够精准控制刹车踏板感曲线,本文设计了一款基于伺服电机力反馈控制的刹车踏板模拟器,当踏板受到压力时,控制器将通过踏板上的压力传感器采集到压力值,并根据刹车踏板感曲线确定踏板期望行程值,通过控制伺服电机的位置环和速度环... 为了能够精准控制刹车踏板感曲线,本文设计了一款基于伺服电机力反馈控制的刹车踏板模拟器,当踏板受到压力时,控制器将通过踏板上的压力传感器采集到压力值,并根据刹车踏板感曲线确定踏板期望行程值,通过控制伺服电机的位置环和速度环来使踏板运动相应行程。由于传统PID控制算法控制精度低且无法满足PID参数实时变化的需要,本文采用模糊自适应PID控制算法、基于BP神经网络的自适应PID控制算法、基于遗传优化算法的自适应PID控制算法对直流伺服电机控制系统的位置环PID参数进行自动寻优,并通过搭建直流电机系统仿真模型来比对这3种算法对系统的优化控制效果。研究结果表明,这3种自适应PID控制算法都能提高系统的控制精度,并能够在较短的时间内对位置进行高效跟踪;其中基于遗传优化算法的自适应PID控制算法控制效果最佳,不仅响应速度最快,而且在系统受到干扰时恢复稳定的速度最快。 展开更多
关键词 刹车踏板模拟器 直流伺服电机系统 自适应PID控制 模糊控制 BP神经网络 遗传优化算法
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Parity space-based fault diagnosis of CCBII braking system 被引量:2
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作者 黄志武 杨迎泽 +1 位作者 王晶 李赟 《Journal of Central South University》 SCIE EI CAS 2013年第10期2922-2928,共7页
Fault diagnosis is a key issue of the CCBII(computer controlled brake II) braking system, because the CCBII braking system is very complicated and nonlinear, which may exhibit isolated and multi-component coupled faul... Fault diagnosis is a key issue of the CCBII(computer controlled brake II) braking system, because the CCBII braking system is very complicated and nonlinear, which may exhibit isolated and multi-component coupled faults. A parity space-based method was proposed for fault diagnosis of CCBII braking systems. Firstly, the mathematical models were established according to three function modules of CCBII braking systems where the air fluid theory was utilized. Then, parity vector and threshold function were designed for each output of the system so as to identify more system faults. Fault character matrix was built based on the causal relationship between the output and the fault according to the system function and internal structure. Finally, fault detection and isolation can be realized by the comparison of the observed system output and the fault character matrix. Simulation results show that the proposed method is entirely feasible and effective. 展开更多
关键词 COMPUTER controlled brake II BRAKING system FDI air FLUID theory PARITY space
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