Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System

The paper focuses on the practical implementation of a novel control method to an automotive suspension system using active force control (AFC) with iterative learning algorithm (ILA) and proportional-integral-derivative (PID) control strategy. The overall control system to be known as AFC-IL scheme...

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Main Authors: Rosmazi, Rosli, Musa, Mailah, Priyandoko, Gigih
Format: Article
Language:English
Published: Elsevier 2014
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Online Access:http://umpir.ump.edu.my/id/eprint/5330/1/fkm-2014-rosmazi-Hardware-in-the-Loop.pdf
http://umpir.ump.edu.my/id/eprint/5330/
http://www.scientific.net/AMM.465-466.801
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spelling my.ump.umpir.53302018-04-29T23:36:42Z http://umpir.ump.edu.my/id/eprint/5330/ Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System Rosmazi, Rosli Musa, Mailah Priyandoko, Gigih TJ Mechanical engineering and machinery The paper focuses on the practical implementation of a novel control method to an automotive suspension system using active force control (AFC) with iterative learning algorithm (ILA) and proportional-integral-derivative (PID) control strategy. The overall control system to be known as AFC-IL scheme essentially comprises three feedback control loops to cater for a number of specific tasks, namely, the innermost loop for the force tracking of the pneumatic actuator using PI controller, intermediate loops applying AFC with ILA strategy for the compensation of the disturbances and the outermost loop using PID controller for the computation of the desired force. A number of experiments were carried out on a physical test rig with hardware-in-the-loop simulation (HILS) feature that fully incorporates the theoretical elements. The performance of the proposed control method was evaluated and benchmarked to examine the effectiveness of the system in suppressing the vibration effect of the suspension system. It was found that the experimental results demonstrate the superiority of the active suspension system with proposed AFC-IL scheme compared to the PID and passive counterparts. Elsevier 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5330/1/fkm-2014-rosmazi-Hardware-in-the-Loop.pdf Rosmazi, Rosli and Musa, Mailah and Priyandoko, Gigih (2014) Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System. Applied Mechanics and Materials, 465-46. pp. 801-805. ISSN 1662-7482 http://www.scientific.net/AMM.465-466.801 doi:10.4028/www.scientific.net/AMM.465-466.801
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Rosmazi, Rosli
Musa, Mailah
Priyandoko, Gigih
Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
description The paper focuses on the practical implementation of a novel control method to an automotive suspension system using active force control (AFC) with iterative learning algorithm (ILA) and proportional-integral-derivative (PID) control strategy. The overall control system to be known as AFC-IL scheme essentially comprises three feedback control loops to cater for a number of specific tasks, namely, the innermost loop for the force tracking of the pneumatic actuator using PI controller, intermediate loops applying AFC with ILA strategy for the compensation of the disturbances and the outermost loop using PID controller for the computation of the desired force. A number of experiments were carried out on a physical test rig with hardware-in-the-loop simulation (HILS) feature that fully incorporates the theoretical elements. The performance of the proposed control method was evaluated and benchmarked to examine the effectiveness of the system in suppressing the vibration effect of the suspension system. It was found that the experimental results demonstrate the superiority of the active suspension system with proposed AFC-IL scheme compared to the PID and passive counterparts.
format Article
author Rosmazi, Rosli
Musa, Mailah
Priyandoko, Gigih
author_facet Rosmazi, Rosli
Musa, Mailah
Priyandoko, Gigih
author_sort Rosmazi, Rosli
title Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
title_short Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
title_full Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
title_fullStr Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
title_full_unstemmed Hardware-in-the-Loop Simulation for Active Force Control with Iterative Learning Applied to an Active Vehicle Suspension System
title_sort hardware-in-the-loop simulation for active force control with iterative learning applied to an active vehicle suspension system
publisher Elsevier
publishDate 2014
url http://umpir.ump.edu.my/id/eprint/5330/1/fkm-2014-rosmazi-Hardware-in-the-Loop.pdf
http://umpir.ump.edu.my/id/eprint/5330/
http://www.scientific.net/AMM.465-466.801
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score 13.159267