Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system

The master thesis work done by the author encompasses the design of a robust feed-forward controller for gust load alleviation based on optimization techniques to reduce the wing-box mass. The control methodology developed in this thesis is independent of the aircraft platform and can be implemen...

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Main Author: Sandesh, Gowridedda Sundaresh
Other Authors: Florian Holzapfel
Format: Theses and Dissertations
Language:English
Published: 2016
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Online Access:http://hdl.handle.net/10356/68666
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-686662023-03-11T17:41:35Z Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system Sandesh, Gowridedda Sundaresh Florian Holzapfel School of Mechanical and Aerospace Engineering Andreas Wildschek DRNTU::Engineering::Aeronautical engineering The master thesis work done by the author encompasses the design of a robust feed-forward controller for gust load alleviation based on optimization techniques to reduce the wing-box mass. The control methodology developed in this thesis is independent of the aircraft platform and can be implemented any aircraft. The author considers H2 and L00 norms in the cost function and synthesizes an optimal feed-forward controller. The actuator limits (rate and deflection) and load factor limits for passenger safety are included in the constraints of the optimization process. The optimization process is carried out after determining the worst case load scenario across the complete flight envelope and synthesizing the controller based on that scenario so as to be robust for all fuel, mach and dynamic pressure variations. The controller synthesized from the optimization process is transformed and reduced to a lower order Infinite Impulse Response (IIR) filter from a higher order Finite Impulse Response (FIR) filter. The IIR filter is further provided with a roll-off for eliminating high frequency oscillations in the actuator. The robustness analysis is carried out by performing Monte Carlo simulations for various parameter uncertainties. The controller was synthesized on a linear model (longitudinal dynamics only) with six elastic modes and it is validated on a linear model (longitudinal and lateral dynamics) with nineteen elastic modes which includes non-linear actuators. Master of Science (Aerospace Engineering) 2016-05-30T07:40:00Z 2016-05-30T07:40:00Z 2016 Thesis http://hdl.handle.net/10356/68666 en 98 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Aeronautical engineering
spellingShingle DRNTU::Engineering::Aeronautical engineering
Sandesh, Gowridedda Sundaresh
Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
description The master thesis work done by the author encompasses the design of a robust feed-forward controller for gust load alleviation based on optimization techniques to reduce the wing-box mass. The control methodology developed in this thesis is independent of the aircraft platform and can be implemented any aircraft. The author considers H2 and L00 norms in the cost function and synthesizes an optimal feed-forward controller. The actuator limits (rate and deflection) and load factor limits for passenger safety are included in the constraints of the optimization process. The optimization process is carried out after determining the worst case load scenario across the complete flight envelope and synthesizing the controller based on that scenario so as to be robust for all fuel, mach and dynamic pressure variations. The controller synthesized from the optimization process is transformed and reduced to a lower order Infinite Impulse Response (IIR) filter from a higher order Finite Impulse Response (FIR) filter. The IIR filter is further provided with a roll-off for eliminating high frequency oscillations in the actuator. The robustness analysis is carried out by performing Monte Carlo simulations for various parameter uncertainties. The controller was synthesized on a linear model (longitudinal dynamics only) with six elastic modes and it is validated on a linear model (longitudinal and lateral dynamics) with nineteen elastic modes which includes non-linear actuators.
author2 Florian Holzapfel
author_facet Florian Holzapfel
Sandesh, Gowridedda Sundaresh
format Theses and Dissertations
author Sandesh, Gowridedda Sundaresh
author_sort Sandesh, Gowridedda Sundaresh
title Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
title_short Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
title_full Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
title_fullStr Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
title_full_unstemmed Comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
title_sort comparison of optimization methodologies for robust feed-forward controller for gust load alleviation system
publishDate 2016
url http://hdl.handle.net/10356/68666
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