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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National Institute Of Science Communication And Information Resources (NISCAIR)
2021
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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 |
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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. |
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Yahya, Mohd Faid Arshad, Mohd Rizal Majid, Mad Helmi |
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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 |
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Yahya, Mohd Faid Arshad, Mohd Rizal Majid, Mad Helmi |
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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 |
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National Institute Of Science Communication And Information Resources (NISCAIR) |
publishDate |
2021 |
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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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