Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers

There are many types of controllers had been used to control Autonomous Underwater Vehicle (AUV) such as Proportional Integral Derivative (PID), Linear Quadratic Regulator (LQR), state feedback linearization, integrator back-stepping, and Sliding-Mode Control (SMC). However, for PID and SMC in parti...

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Main Authors: Yahya, Mohd Faid, Arshad, Mohd Rizal, Majid, Mad Helmi
Format: Article
Language:English
Published: National Institute Of Science Communication And Information Resources (NISCAIR) 2021
Online Access:http://eprints.utem.edu.my/id/eprint/26593/2/IJMS%2050%2811%29%20%28884-889%29.PDF
http://eprints.utem.edu.my/id/eprint/26593/
http://op.niscpr.res.in/index.php/IJMS/article/view/66756/465481671
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spelling my.utem.eprints.265932023-04-12T11:04:27Z http://eprints.utem.edu.my/id/eprint/26593/ Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers Yahya, Mohd Faid Arshad, Mohd Rizal Majid, Mad Helmi There are many types of controllers had been used to control Autonomous Underwater Vehicle (AUV) such as Proportional Integral Derivative (PID), Linear Quadratic Regulator (LQR), state feedback linearization, integrator back-stepping, and Sliding-Mode Control (SMC). However, for PID and SMC in particular, it is difficult to determine the optimal control design parameters. The objective of this study is to design and develop a responsive motion control system with optimal parameters for an AUV. The contribution of this paper is in term of introducing a filter to smooth reference signal and proposing a brute forcing technique to find optimal controller parameters. The methodology starts with modeling the AUV, estimating the unknown parameters from a real AUV model, designing a control system based on PI and SMC methods, and finally optimizing the controller parameters. The controller design was onto controlling surge speed using PI, heading using SMC, and diving using SMC. Simulation-wise, the developed control system has an average value of 93.89 % of responsiveness to track desired trajectory while 82.33 % of responsiveness without using the smoothing filter. The tested input signals were unit step, ramp, parabolic, and sinusoidal. National Institute Of Science Communication And Information Resources (NISCAIR) 2021-11 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/26593/2/IJMS%2050%2811%29%20%28884-889%29.PDF Yahya, Mohd Faid and Arshad, Mohd Rizal and Majid, Mad Helmi (2021) Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers. Indian Journal Of Geo-Marine Sciences, 50 (11). pp. 884-889. ISSN 2582-6506 http://op.niscpr.res.in/index.php/IJMS/article/view/66756/465481671
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description There are many types of controllers had been used to control Autonomous Underwater Vehicle (AUV) such as Proportional Integral Derivative (PID), Linear Quadratic Regulator (LQR), state feedback linearization, integrator back-stepping, and Sliding-Mode Control (SMC). However, for PID and SMC in particular, it is difficult to determine the optimal control design parameters. The objective of this study is to design and develop a responsive motion control system with optimal parameters for an AUV. The contribution of this paper is in term of introducing a filter to smooth reference signal and proposing a brute forcing technique to find optimal controller parameters. The methodology starts with modeling the AUV, estimating the unknown parameters from a real AUV model, designing a control system based on PI and SMC methods, and finally optimizing the controller parameters. The controller design was onto controlling surge speed using PI, heading using SMC, and diving using SMC. Simulation-wise, the developed control system has an average value of 93.89 % of responsiveness to track desired trajectory while 82.33 % of responsiveness without using the smoothing filter. The tested input signals were unit step, ramp, parabolic, and sinusoidal.
format Article
author Yahya, Mohd Faid
Arshad, Mohd Rizal
Majid, Mad Helmi
spellingShingle Yahya, Mohd Faid
Arshad, Mohd Rizal
Majid, Mad Helmi
Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
author_facet Yahya, Mohd Faid
Arshad, Mohd Rizal
Majid, Mad Helmi
author_sort Yahya, Mohd Faid
title Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
title_short Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
title_full Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
title_fullStr Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
title_full_unstemmed Responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
title_sort responsive surging, heading and diving controls of autonomous underwater vehicle based on brute forcing and smoothing of controllers
publisher National Institute Of Science Communication And Information Resources (NISCAIR)
publishDate 2021
url http://eprints.utem.edu.my/id/eprint/26593/2/IJMS%2050%2811%29%20%28884-889%29.PDF
http://eprints.utem.edu.my/id/eprint/26593/
http://op.niscpr.res.in/index.php/IJMS/article/view/66756/465481671
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score 13.209306