Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control

This paper centers around an experimental investigation into the effectiveness of an innovative hybrid control approach based on an intelligent active force control (IAFC) strategy to stabilize a twin-rotor helicopter model and improve its ability to reject external disturbances efficiently. The int...

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Main Authors: Abdelmaksoud, Sherif I., Mailah, Musa, Abdallah, Ayman M.
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2021
Subjects:
Online Access:http://eprints.utm.my/id/eprint/97888/1/MusaMailah2021_PracticalRealTimeImplementationofaDisturbanceRejection.pdf
http://eprints.utm.my/id/eprint/97888/
http://dx.doi.org/10.1109/ACCESS.2020.3046728
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spelling my.utm.978882022-11-07T10:35:11Z http://eprints.utm.my/id/eprint/97888/ Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control Abdelmaksoud, Sherif I. Mailah, Musa Abdallah, Ayman M. TJ Mechanical engineering and machinery This paper centers around an experimental investigation into the effectiveness of an innovative hybrid control approach based on an intelligent active force control (IAFC) strategy to stabilize a twin-rotor helicopter model and improve its ability to reject external disturbances efficiently. The intelligent algorithm was based on an iterative learning (IL) method integrated into the main control loop to estimate control parameters automatically while on-line. A mechatronic test rig with the IAFC-based control algorithm was incorporated into a Quanser Aero twin-rotor model in a laboratory setting as a verification platform to evaluate the applicability and efficacy of the proposed control algorithm via a practical real-time implementation. The hybrid IAFC-based control design was rigorously examined to test its feasibility and durability in countering various forms of external disturbances while executing the trajectory tracking tasks. Notably, the efficiency of the IAFC-based control unit was mainly studied and compared with other control plans under different operating conditions for benchmarking. The experimental results show the ability of the controller based on the IAFC strategy to effectively improve the disturbance rejection capability compared to the other control schemes considered in the study. About 27% improvement of the system performance in terms of lowering the root mean square error (RMSE) was observed compared to the other control systems counterparts. Institute of Electrical and Electronics Engineers Inc. 2021 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/97888/1/MusaMailah2021_PracticalRealTimeImplementationofaDisturbanceRejection.pdf Abdelmaksoud, Sherif I. and Mailah, Musa and Abdallah, Ayman M. (2021) Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control. IEEE Access, 9 (NA). pp. 4886-4901. ISSN 2169-3536 http://dx.doi.org/10.1109/ACCESS.2020.3046728 DOI : 10.1109/ACCESS.2020.3046728
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
description This paper centers around an experimental investigation into the effectiveness of an innovative hybrid control approach based on an intelligent active force control (IAFC) strategy to stabilize a twin-rotor helicopter model and improve its ability to reject external disturbances efficiently. The intelligent algorithm was based on an iterative learning (IL) method integrated into the main control loop to estimate control parameters automatically while on-line. A mechatronic test rig with the IAFC-based control algorithm was incorporated into a Quanser Aero twin-rotor model in a laboratory setting as a verification platform to evaluate the applicability and efficacy of the proposed control algorithm via a practical real-time implementation. The hybrid IAFC-based control design was rigorously examined to test its feasibility and durability in countering various forms of external disturbances while executing the trajectory tracking tasks. Notably, the efficiency of the IAFC-based control unit was mainly studied and compared with other control plans under different operating conditions for benchmarking. The experimental results show the ability of the controller based on the IAFC strategy to effectively improve the disturbance rejection capability compared to the other control schemes considered in the study. About 27% improvement of the system performance in terms of lowering the root mean square error (RMSE) was observed compared to the other control systems counterparts.
format Article
author Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
author_facet Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
author_sort Abdelmaksoud, Sherif I.
title Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
title_short Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
title_full Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
title_fullStr Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
title_full_unstemmed Practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
title_sort practical real-time implementation of a disturbance rejection control scheme for a twin-rotor helicopter system using intelligent active force control
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2021
url http://eprints.utm.my/id/eprint/97888/1/MusaMailah2021_PracticalRealTimeImplementationofaDisturbanceRejection.pdf
http://eprints.utm.my/id/eprint/97888/
http://dx.doi.org/10.1109/ACCESS.2020.3046728
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score 13.160551