Vehicle speed control using MRAC PID strategy for gradient disturbance rejection

Controlling vehicle speed is a challenging task,moreover when road gradient disturbance is taken into consideration.In this study,Model Reference Adaptive Control PID (MRAC PID) was proposed to handle the task. The study was conducted via simulation in MATLAB Simulink environment.Vehicle model used...

Full description

Bibliographic Details
Main Author: Abdul Kadir, Faizul Akmar
Format: Thesis
Language:English
English
Published: 2018
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/23363/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=113086
Abstract Abstract here
_version_ 1855750075192442880
author Abdul Kadir, Faizul Akmar
author_facet Abdul Kadir, Faizul Akmar
author_sort Abdul Kadir, Faizul Akmar
description Controlling vehicle speed is a challenging task,moreover when road gradient disturbance is taken into consideration.In this study,Model Reference Adaptive Control PID (MRAC PID) was proposed to handle the task. The study was conducted via simulation in MATLAB Simulink environment.Vehicle model used was constructed by combining validated Vehicle Longitudinal Model (VLM) and Electronic Throttle Body model (ETB) where VLM act as plant and ETB as the actuator.MRAC PID was utilized as the plant controller whereas Fixed Gain PID (FG PID) controls the actuator.A unique self-induced data was used as the Reference Model for the proposed controller together with MIT Rule as the adjustment mechanism.The performance of MRAC PID was studied by subjecting the vehicle to a set of gradient disturbances ranging from 0° to 25° with 5° increment at a driven speed of 90 kph.The results were compared against Gain Scheduling PID (GS PID) and FG PID control strategies.Simulation results shows that the proposed controller outperform the other controllers in both transient and disturbance region.HILS with Throttle-in-the-Loop was conducted as the means of validating the simulation results.It was observed that the simulations and HILS results shows similar pattern thus conclude that the results are valid.Several HILS data were collected for Repeatability Analysis.The Coefficient of Variance (CV) obtained from the analysis indicates that the HILS has high repeatability and well conducted.For future works,it is recommended that the actual torque curve from dynamometer test is used for the vehicle model and the braking effect is considered as it may offer better result as well as exploring several new actuators for HILS.
format Thesis
id utem-23363
institution Universiti Teknikal Malaysia Melaka
language English
English
publishDate 2018
record_format EPrints
record_pdf Restricted
spelling utem-233632022-06-03T11:11:24Z http://eprints.utem.edu.my/id/eprint/23363/ Vehicle speed control using MRAC PID strategy for gradient disturbance rejection Abdul Kadir, Faizul Akmar T Technology (General) TL Motor vehicles. Aeronautics. Astronautics Controlling vehicle speed is a challenging task,moreover when road gradient disturbance is taken into consideration.In this study,Model Reference Adaptive Control PID (MRAC PID) was proposed to handle the task. The study was conducted via simulation in MATLAB Simulink environment.Vehicle model used was constructed by combining validated Vehicle Longitudinal Model (VLM) and Electronic Throttle Body model (ETB) where VLM act as plant and ETB as the actuator.MRAC PID was utilized as the plant controller whereas Fixed Gain PID (FG PID) controls the actuator.A unique self-induced data was used as the Reference Model for the proposed controller together with MIT Rule as the adjustment mechanism.The performance of MRAC PID was studied by subjecting the vehicle to a set of gradient disturbances ranging from 0° to 25° with 5° increment at a driven speed of 90 kph.The results were compared against Gain Scheduling PID (GS PID) and FG PID control strategies.Simulation results shows that the proposed controller outperform the other controllers in both transient and disturbance region.HILS with Throttle-in-the-Loop was conducted as the means of validating the simulation results.It was observed that the simulations and HILS results shows similar pattern thus conclude that the results are valid.Several HILS data were collected for Repeatability Analysis.The Coefficient of Variance (CV) obtained from the analysis indicates that the HILS has high repeatability and well conducted.For future works,it is recommended that the actual torque curve from dynamometer test is used for the vehicle model and the braking effect is considered as it may offer better result as well as exploring several new actuators for HILS. 2018 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/23363/1/Vehicle%20Speed%20Control%20Using%20Mrac%20Pid%20Strategy%20For%20Gradient%20Disturbance%20Rejection.pdf text en http://eprints.utem.edu.my/id/eprint/23363/2/Vehicle%20Speed%20Control%20Using%20Mrac%20Pid%20Strategy%20For%20Gradient%20Disturbance%20Rejection.pdf Abdul Kadir, Faizul Akmar (2018) Vehicle speed control using MRAC PID strategy for gradient disturbance rejection. Doctoral thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=113086
spellingShingle T Technology (General)
TL Motor vehicles. Aeronautics. Astronautics
Abdul Kadir, Faizul Akmar
Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
thesis_level PhD
title Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
title_full Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
title_fullStr Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
title_full_unstemmed Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
title_short Vehicle speed control using MRAC PID strategy for gradient disturbance rejection
title_sort vehicle speed control using mrac pid strategy for gradient disturbance rejection
topic T Technology (General)
TL Motor vehicles. Aeronautics. Astronautics
url http://eprints.utem.edu.my/id/eprint/23363/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=113086
work_keys_str_mv AT abdulkadirfaizulakmar vehiclespeedcontrolusingmracpidstrategyforgradientdisturbancerejection