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    A Bio Inspired Adaptive Control Compensation System for an Aircraft Outside Bounds of Nominal Design

    Source: Journal of Dynamic Systems, Measurement, and Control:;2015:;volume( 137 ):;issue: 009::page 91012
    Author:
    Perez, Andres E.
    ,
    Moncayo, Hever
    ,
    Perhinschi, Mario
    ,
    Al Azzawi, Dia
    ,
    Togayev, Adil
    DOI: 10.1115/1.4030613
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper presents a novel bioinspired adaptive control technique that has been designed to maintain the performance of an aircraft under upset conditions. The proposed control approach is inspired by biological principles that govern the humoral response of the immune system of living organisms and is intended to reduce pilot effort while maintaining adequate aircraft operation outside bounds of nominal design. The immunitybased control parameters are optimized offline for multiple sets of failures using a genetic algorithm approach. The performance of the immunitybased augmentation is compared with a neural network (NN)based augmentation. Different piloted tests were performed on a six degreesoffreedom (6DOF) motionbased simulator for different types of maneuvers under several flight conditions. The results show that the artificial immune system (AIS) proposed scheme improves the aircraft handling qualities by reducing the tracking errors (TEs) and improving the pilot response required to maintain control of the aircraft under upset conditions.
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      A Bio Inspired Adaptive Control Compensation System for an Aircraft Outside Bounds of Nominal Design

    URI
    http://yetl.yabesh.ir/yetl1/handle/yetl/157599
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    • Journal of Dynamic Systems, Measurement, and Control

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    contributor authorPerez, Andres E.
    contributor authorMoncayo, Hever
    contributor authorPerhinschi, Mario
    contributor authorAl Azzawi, Dia
    contributor authorTogayev, Adil
    date accessioned2017-05-09T01:16:41Z
    date available2017-05-09T01:16:41Z
    date issued2015
    identifier issn0022-0434
    identifier otherds_137_09_091012.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/157599
    description abstractThis paper presents a novel bioinspired adaptive control technique that has been designed to maintain the performance of an aircraft under upset conditions. The proposed control approach is inspired by biological principles that govern the humoral response of the immune system of living organisms and is intended to reduce pilot effort while maintaining adequate aircraft operation outside bounds of nominal design. The immunitybased control parameters are optimized offline for multiple sets of failures using a genetic algorithm approach. The performance of the immunitybased augmentation is compared with a neural network (NN)based augmentation. Different piloted tests were performed on a six degreesoffreedom (6DOF) motionbased simulator for different types of maneuvers under several flight conditions. The results show that the artificial immune system (AIS) proposed scheme improves the aircraft handling qualities by reducing the tracking errors (TEs) and improving the pilot response required to maintain control of the aircraft under upset conditions.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleA Bio Inspired Adaptive Control Compensation System for an Aircraft Outside Bounds of Nominal Design
    typeJournal Paper
    journal volume137
    journal issue9
    journal titleJournal of Dynamic Systems, Measurement, and Control
    identifier doi10.1115/1.4030613
    journal fristpage91012
    journal lastpage91012
    identifier eissn1528-9028
    treeJournal of Dynamic Systems, Measurement, and Control:;2015:;volume( 137 ):;issue: 009
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian