Comparison of black-grey-white box approach in system identification of a flight vehicle

Developing an autonomous flight control system for a fixed-wing unmanned aerial vehicle (UAV) requires the mathematical representation of the system dynamics which can be obtained through system identification, such as using white, grey or black box methods. In this paper, three system identificatio...

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Main Authors:	Nugroho, Larasmoyo, Akmeliawati, Rini
Format:	Conference or Workshop Item
Language:	English English
Published:	Institute of Physics Publishing 2018
Subjects:	TL Motor vehicles. Aeronautics. Astronautics TL500 Aeronautics
Online Access:	http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/1/72812_Comparison%20of%20black-grey-white.pdf http://irep.iium.edu.my/72812/2/72812_Comparison%20of%20black-grey-white_SCOPUS.pdf

id	iium-72812
recordtype	eprints
spelling	iium-728122019-06-24T03:09:44Z http://irep.iium.edu.my/72812/ Comparison of black-grey-white box approach in system identification of a flight vehicle Nugroho, Larasmoyo Akmeliawati, Rini TL Motor vehicles. Aeronautics. Astronautics TL500 Aeronautics Developing an autonomous flight control system for a fixed-wing unmanned aerial vehicle (UAV) requires the mathematical representation of the system dynamics which can be obtained through system identification, such as using white, grey or black box methods. In this paper, three system identification methods; white method modeling using Cook formulas which is used analytically to develop the linear-time-invariant model structure with the aerodynamic coefficients of the UAV extracted from Missile DATCOM computations at certain flight conditions, and two empirical mathematical models constructed from non-linear flight simulator defined as the Greyification of Black Box Model (B2G) and Direct Grey to White Linkage (G2W). The comparison shows that both empirical methods prove to be very instrumental to contrast and produce higher sense of engineering than the analytical one. Institute of Physics Publishing 2018 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/72812/1/72812_Comparison%20of%20black-grey-white.pdf application/pdf en http://irep.iium.edu.my/72812/2/72812_Comparison%20of%20black-grey-white_SCOPUS.pdf Nugroho, Larasmoyo and Akmeliawati, Rini (2018) Comparison of black-grey-white box approach in system identification of a flight vehicle. In: 6th International Seminar of Aerospace Science and Technology (ISAST 2018), 25th-26th Sept. 2018, Jakarta, Indonesia. https://iopscience.iop.org/article/10.1088/1742-6596/1130/1/012024/pdf 10.1088/1742-6596/1130/1/012024
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TL Motor vehicles. Aeronautics. Astronautics TL500 Aeronautics
spellingShingle	TL Motor vehicles. Aeronautics. Astronautics TL500 Aeronautics Nugroho, Larasmoyo Akmeliawati, Rini Comparison of black-grey-white box approach in system identification of a flight vehicle
description	Developing an autonomous flight control system for a fixed-wing unmanned aerial vehicle (UAV) requires the mathematical representation of the system dynamics which can be obtained through system identification, such as using white, grey or black box methods. In this paper, three system identification methods; white method modeling using Cook formulas which is used analytically to develop the linear-time-invariant model structure with the aerodynamic coefficients of the UAV extracted from Missile DATCOM computations at certain flight conditions, and two empirical mathematical models constructed from non-linear flight simulator defined as the Greyification of Black Box Model (B2G) and Direct Grey to White Linkage (G2W). The comparison shows that both empirical methods prove to be very instrumental to contrast and produce higher sense of engineering than the analytical one.
format	Conference or Workshop Item
author	Nugroho, Larasmoyo Akmeliawati, Rini
author_facet	Nugroho, Larasmoyo Akmeliawati, Rini
author_sort	Nugroho, Larasmoyo
title	Comparison of black-grey-white box approach in system identification of a flight vehicle
title_short	Comparison of black-grey-white box approach in system identification of a flight vehicle
title_full	Comparison of black-grey-white box approach in system identification of a flight vehicle
title_fullStr	Comparison of black-grey-white box approach in system identification of a flight vehicle
title_full_unstemmed	Comparison of black-grey-white box approach in system identification of a flight vehicle
title_sort	comparison of black-grey-white box approach in system identification of a flight vehicle
publisher	Institute of Physics Publishing
publishDate	2018
url	http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/ http://irep.iium.edu.my/72812/1/72812_Comparison%20of%20black-grey-white.pdf http://irep.iium.edu.my/72812/2/72812_Comparison%20of%20black-grey-white_SCOPUS.pdf
first_indexed	2023-09-18T21:43:13Z
last_indexed	2023-09-18T21:43:13Z
_version_	1777413278590304256

Comparison of black-grey-white box approach in system identification of a flight vehicle

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