scholarly journals Fuzzy Sliding Mode Wheel Slip Ratio Control for Smart Vehicle Anti-Lock Braking System

Energies ◽  
2019 ◽  
Vol 12 (13) ◽  
pp. 2501 ◽  
Author(s):  
Jinhong Sun ◽  
Xiangdang Xue ◽  
Ka Wai Eric Cheng
Keyword(s):  
Controller Design ◽  
Adhesion Force ◽  
Sliding Mode ◽  
Rolling Friction ◽  
Resistance Force ◽  
Wheel Slip ◽  
Slip Ratio ◽  
Braking System ◽  
Wheel Rolling ◽  
Braking Torque

With the development of in-wheel technology (IWT), the design of the electric vehicles (EV) is getting much improved. The anti-lock braking system (ABS), which is a safety benchmark for automotive braking, is particularly important. Installing the braking motor at each fixed position of the wheel improves the intelligent control of each wheel. The nonlinear ABS with robustness performance is highly needed during the vehicle’s braking. The anti-lock braking controller (CAB) designed in this paper considered the well-known adhesion force, the resistance force from air and the wheel rolling friction force, which bring the vehicle model closer to the real situation. A sliding mode wheel slip ratio controller (SMWSC) is proposed to yield anti-lock control of wheels with an adaptive sliding surface. The vehicle dynamics model is established and simulated with consideration of different initial braking velocities, different vehicle masses and different road conditions. By comparing the braking effects with various CAB parameters, including stop distance, braking torque and wheel slip ratio, the SMWSC proposed in this paper has superior fast convergence and stability characteristics. Moreover, this SMWSC also has an added road-detection module, which makes the proposed braking controller more intelligent. In addition, the important brain of this proposed ABS controller is the control algorithm, which can be used in all vehicles’ ABS controller design.

A Grey Sliding Mode Controller Design for Antilock Braking System

2007 ◽  
Author(s):  
Yesim Oniz ◽  
Erdal Kayacan ◽  
Okyay Kaynak
Keyword(s):  
Controller Design ◽  
Sliding Mode ◽  
Grey System Theory ◽  
Sliding Mode Controller ◽  
Control Methods ◽  
Grey System ◽  
Wheel Slip ◽  
Braking System ◽  
Antilock Braking System ◽  
Antilock Braking

The main control objective of an Antilock Braking System (ABS) is to increase the tractive forces between wheel and road surface by keeping the wheel slip at the peak value of μ – λ curve. Conventionally, it is assumed that optimal wheel slip is constant. In this paper, a grey sliding mode controller is proposed to regulate optimal wheel slip depending on the vehicle forward velocity. ABS exhibits strongly nonlinear and uncertain characteristics. To overcome these difficulties, robust control methods should be employed. The concept of grey system theory, which has a certain prediction capability, offers an alternative approach to conventional control methods. The proposed controller anticipates the upcoming values of wheel slip and optimal wheel slip, and takes the necessary action to keep wheel slip at the desired value. The control algorithm is applied to a quarter vehicle model, and it is verified through simulations indicating fast convergence and good performance of the designed controller.

Method and stand for diagnosing the anti-lock braking systems of vehicles

2021 ◽  
Keyword(s):  
Diagnostic Parameter ◽  
Wheel Slip ◽  
Slip Ratio ◽  
Braking System ◽  
Minimal Time ◽  
Braking Torque

A method and a bench have been developed to test the performance of the anti-lock system (ABS) of a vehicle on wheel slip. A small-sized stand with a braking system and ABS is manufactured, allowing diagnosis and testing of the ABS with minimal time and cost. Keywords anti-lock system (ABS), braking torque, wheel slip ratio, wheel lock, stand, diagnostic parameter, proximity sensors, divider, subtractive element, transistor

Investigation on Eddy Current Braking Systems – A Review

2014 ◽  
Vol 592-594 ◽  
pp. 1089-1093 ◽  
Author(s):  
G.L. Anantha Krishna ◽  
K.M. Sathish Kumar
Keyword(s):  
Permanent Magnet ◽  
Eddy Current ◽  
Eddy Currents ◽  
Adhesion Force ◽  
Field Application ◽  
Train Control ◽  
Braking System ◽  
Braking Torque ◽  
Wave Forms ◽  
Transportation Applications

The changing magnetic field will induce eddy currents in the conductor. These currents will dissipate energy in the conductor and generate drag force. It is found that Aluminium is the best material as conductor compared to Copper and Zinc. Also, it is found that the larger thickness of disc, more number of turns of electromagnet and higher electrical conductivity of conductor influences the generation of greater braking torque. Conventional braking system relies on adhesion force between rail and wheel. It is found that a brake built up from permanent magnet pieces that combine both magnetic rail brake and eddy current brake permits the most profitable braking action through the whole range of acceptable speeds. Permanent magnet eddy current brake uses Neodymium - Iron - Boron (NdFeB) magnets. The analysis of permanent magnet eddy current shows that the parallel magnetised eddy current topology has the superior braking torque capability. In electrically controlled eddy current braking system subjected to time varying fields in different wave forms, the triangular wave field application resulted in highest braking torque. Electromagnetic brakes were found to interfere with the signalling and train control system. Permanent magnet eddy current brakes are a simple and reliable alternative to mechanical or electromagnetic brakes in transportation applications. Greater the speed greater is the eddy current braking efficiency. Hence, author intends to work on the development and investigation of permanent magnet eddy current braking system.

Modeling, identification, and controller design for hydraulic anti-slip braking system

2018 ◽  
Vol 233 (4) ◽  
pp. 862-876 ◽  
Author(s):  
Bijan Moaveni ◽  
Pegah Barkhordari
Keyword(s):  
Control System ◽  
Controller Design ◽  
Longitudinal Velocity ◽  
Experimental Tests ◽  
Identification Algorithm ◽  
Slip Ratio ◽  
Control Approach ◽  
The Road ◽  
Braking System ◽  
Road Condition

This study modeled and identified the hydraulic subsystem of an anti-slip braking system using input–output data of experiments on a test car. A simulation was prepared based on the results of the identification process, and it was validated by comparing the simulation results with those of the experimental tests. A novel control approach is introduced to obtain the optimal slip ratio during braking. This method does not require vehicle longitudinal velocity for the control algorithm but requires information about the road condition (dry, wet, etc.). An online identification algorithm to detect the road condition is introduced. The main benefits of the proposed control system in comparison with previous versions are improving the braking performance, simplicity of the control strategy, and considering the operational constraints which facilitate the control system implementation. The simulation and hardware-in-the-loop experimental results demonstrated the success of the modeling, identification, and proposed control approach.

scholarly journals Extremum-seeking algorithms for the emergency braking of heavy goods vehicles

2017 ◽  
Vol 231 (14) ◽  
pp. 1961-1977 ◽  
Author(s):  
Graeme Morrison ◽  
David Cebon
Keyword(s):  
Performance Metrics ◽  
Sliding Mode ◽  
Model Fitting ◽  
Operating Conditions ◽  
Extremum Seeking ◽  
Wheel Slip ◽  
Slip Control ◽  
Emergency Braking ◽  
Braking System ◽  
Heavy Goods Vehicles

A pneumatic slip control braking system was demonstrated, which reduces the emergency stopping distances of heavy goods vehicles by up to 19%. Solutions are still required to set the optimal reference wheel slip for this system online, so that it can adapt to changing operating conditions. This paper considers whether the use of extremum-seeking algorithms is a feasible alternative approach to online tyre model fitting, the computational expense of which has, to date, inhibited real-time implementation. The convergence and the stability properties of a first-order sliding-mode extremum-seeking algorithm are discussed, and its tuneable parameters are recast as physically meaningful performance metrics. Computer simulations are conducted using a detailed braking system model, and hardware-in-the-loop simulations are conducted with prototype pneumatic slip control braking hardware for heavy goods vehicles. The extremum-seeking algorithm enables the braking system to achieve at least 95% of the maximum possible braking force for almost the entirety of an emergency stop. The robustness to parameter errors, the road roughness and the changing friction conditions are all explored.

A Research on Anti-Slip Regulation for 4WD Electric Vehicle with In-Wheel Motors

2013 ◽  
Vol 347-350 ◽  
pp. 753-757
Author(s):  
Li Zhou ◽  
Lu Xiong ◽  
Zhuo Ping Yu
Keyword(s):  
Control Strategy ◽  
Sliding Mode ◽  
Traction Force ◽  
Slip Rate ◽  
Control Effect ◽  
Wheel Slip ◽  
Slip Ratio ◽  
Tire Force ◽  
Optimal Slip Ratio ◽  
Electrical Vehicle

This paper proposes a wheel slip control strategy for 4WD Electrical Vehicle with In-wheel Motors. In the first part of this paper, a brief introduction of sliding mode control for acceleration slip regulation is given. Consider that its control effect varies with road conditions, another algorithm which can automatically adapt to different roads is designed. This method takes advantage of the peculiarity of the longitudinal static tire force curve and regulates wheel slip ratio to the detected optimal value, aiming to maximize the traction force while preserving sufficient lateral tire force. Simulation results show that the slip rate can be regulated to a value around the optimal slip ratio, and the driving torque is very close to the maximum transmissible torque. The control strategy achieves stronger stability, shorter driving distance and hence better control performance.

Slid Mode VSC for Aircraft Anti-Skid Braking System with Index Reaching Law

2013 ◽  
Vol 336-338 ◽  
pp. 973-977
Author(s):  
Long Fei Fu ◽  
Yu Ren Li ◽  
Guang Lai Tian ◽  
Bo Liang ◽  
Hong Ling Wang
Keyword(s):  
Sliding Mode ◽  
Variable Structure ◽  
System Dynamics Model ◽  
Dynamics Model ◽  
Slip Ratio ◽  
Reaching Law ◽  
Braking System ◽  
Brake Pressure ◽  
Sliding Mode Variable Structure ◽  
Braking Process

Aircraft anti-skid braking system providing protection for the safety of the aircraft landed by controlling the brake pressure to be maintained slip ratio in best condition. The aircraft anti-skid braking system is hard to control as the nonlinear model of the aircraft dynamics, the uncertainty of friction between the tires and the ground of braking process. With the study of slip ratio and research of aircraft anti-skid braking system dynamics model, the sliding mode variable structure controller is designed. Then index reaching law is adopted to eliminate the system chattering and the performance is analyzed, further more the robustness is strengthen. Simulation results indicate that: the slip ratio follows the optimum slip ratio, the input signal is smooth, achieve the purpose.

scholarly journals Effects of sliding surface on the performances of adaptive sliding mode slip ratio controller for a HEV

2013 ◽  
Vol 23 (2) ◽  
pp. 187-203 ◽  
Author(s):  
Basanta Kumar Dash ◽  
Bidyadhar Subudhi
Keyword(s):  
Hybrid Electric Vehicle ◽  
Sliding Mode ◽  
Nonlinear Function ◽  
Control Force ◽  
Sliding Surface ◽  
Wheel Slip ◽  
Slip Ratio ◽  
Important Concern ◽  
Control Paradigm ◽  
Antilock Braking System

Slip ratio control of a ground vehicle is an important concern for the development of antilock braking system (ABS) to avoid skidding when there is a transition of road surfaces. In the past, the slip ratio models of such vehicles were derived to implement ABS. It is found that the dynamics of the hybrid electric vehicle (HEV) is nonlinear, time varying and uncertain as the tire-road dynamics is a nonlinear function of road adhesion coefficient and wheel slip. Sliding mode control (SMC) is a robust control paradigm which has been extensively used successfully in the development of ABS of a HEV. But the SMC performance is influenced by the choice of sliding surface. This is due to the discontinuous switching of control force arising in the vicinity of the sliding surface that produces chattering. This paper presents a detailed study on the effects of different sliding surfaces on the performances of sliding mode based adaptive slip ratio control applied to a HEV.

scholarly journals Robust Wheel Slip for Vehicle Anti-lock Braking System with Fuzzy Sliding Mode Controller (FSMC)

2020 ◽  
Vol 10 (5) ◽  
pp. 6368-6373
Author(s):  
S. Latreche ◽  
S. Benaggoune
Keyword(s):  
Sliding Mode ◽  
Sliding Mode Controller ◽  
Closed Loop System ◽  
Wheel Slip ◽  
Ground Vehicle ◽  
Strongly Nonlinear ◽  
Braking System ◽  
Fuzzy Sliding Mode ◽  
The Stability ◽  
New Strategies

Anti-lock Braking System (ABS) is used in automobiles to prevent slipping and locking of wheels after the brakes are applied. Its control is a rather complicated problem due to its strongly nonlinear and uncertain characteristics. The aim of this paper is to investigate the wheel slip control of the ground vehicle, comprising two new strategies. The first strategy is the Sliding Mode Controller (SMC) and the second one is the Fuzzy Sliding Mode Controller (FSMC), which is a combination of fuzzy logic and sliding mode, to ensure the stability of the closed-loop system and remove the chattering phenomenon introduced by classical sliding mode control. The obtained simulation results reveal the efficiency of the proposed technique for various initial road conditions.

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