This book focuses on different facets of flight data analysis, including the basic goals, methods, and implementation techniques. As mass flight data possesses the typical characteristics of time series, the time series analysis methods and their application for flight data have been illustrated from several aspects, such as data filtering, data extension, feature optimization, similarity search, trend monitoring, fault diagnosis, and parameter prediction, etc. An intelligent information-processing platform for flight data has been established to assist in aircraft condition monitoring, training evaluation and scientific maintenance. The book will serve as a reference resource for people working in aviation management and maintenance, as well as researchers and engineers in the fields of data analysis and data mining.
By:
Jianye Zhang, Peng Zhang Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Country of Publication: Germany Edition: 1st ed. 2017 Dimensions:
Height: 235mm,
Width: 155mm,
Spine: 16mm
Weight: 5.029kg ISBN:9783662534281 ISBN 10: 3662534282 Pages: 240 Publication Date:05 January 2017 Audience:
Professional and scholarly
,
Undergraduate
Format:Hardback Publisher's Status: Active