Systems integration using evolutionary algorithms
Systems integration using evolutionary algorithms
This paper describes an approach to the systems integration problem using multiobjective genetic algorithms. An architecture for evolutionary systems integration is presented and the component parts discussed. An example of an aircraft gas turbine engine control system design problem is shown demonstrating aspects of the proposed architecture that allow many design objectives from different disciplines to be considered in parallel. Potential closed-loop control configurations are evaluated and compared against one another within an optimization framework. As a result of this analysis, it is shown how informed decisions may be made regarding the nature of the control employed, acceptable performance margins and elements of the engine design.
Chipperfield, A.J.
524269cd-5f30-4356-92d4-891c14c09340
Fleming, P.J.
79c13725-e110-4bd2-b1a4-d2912b84fcdf
5 September 1996
Chipperfield, A.J.
524269cd-5f30-4356-92d4-891c14c09340
Fleming, P.J.
79c13725-e110-4bd2-b1a4-d2912b84fcdf
Chipperfield, A.J. and Fleming, P.J.
(1996)
Systems integration using evolutionary algorithms.
In IEE Conference Publication.
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Conference or Workshop Item
(Paper)
Abstract
This paper describes an approach to the systems integration problem using multiobjective genetic algorithms. An architecture for evolutionary systems integration is presented and the component parts discussed. An example of an aircraft gas turbine engine control system design problem is shown demonstrating aspects of the proposed architecture that allow many design objectives from different disciplines to be considered in parallel. Potential closed-loop control configurations are evaluated and compared against one another within an optimization framework. As a result of this analysis, it is shown how informed decisions may be made regarding the nature of the control employed, acceptable performance margins and elements of the engine design.
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Published date: 5 September 1996
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Local EPrints ID: 470253
URI: http://eprints.soton.ac.uk/id/eprint/470253
PURE UUID: 961f8f1e-a255-40ca-baa0-95ae7fd5e110
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Date deposited: 05 Oct 2022 16:34
Last modified: 23 Feb 2023 02:45
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Author:
P.J. Fleming
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