AIRCRAFT ICING DETECTION, IDENTIFICATION AND RECONFIGURABLE CONTROL
Год выпуска: 2011 Автор: CHINGIZ HAJIYEV,RAHMI AYKAN and FIKRET CALISKAN Издательство: LAP Lambert Academic Publishing Страниц: 164 ISBN: 9783844388749 Описание This book aims at the detection and identification of airframe icing based on statistical properties of aircraft dynamics and reconfigurable control protecting aircraft from hazardous icing conditions. Icing model of aircraft is represented by five parameters for iced wing airfoils. Icing is detected by a Kalman filtering innovation approach. A neural network structure is embodied such that its inputs are the aircraft estimated measurements, and its outputs are the icing parameters. The necessary training and validation set for the neural network model of the iced aircraft are obtained from the simulations, which are performed for various icing conditions. In order to decrease noise effects on the states and to increase training performance of the neural network, the estimated states by the Kalman filter are used. A suitable neural network model of the iced aircraft is obtained by using system identification methods and learning algorithms. This trained network model is used as an...
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Саша, 22.06 Вчера я наконец защитила диплом на отлично, так что поздравляю Вас с отлично проделанной работой. Еще раз хочу сказать Вам спасибо.