ENGLISH

Time Series Analysis Methods and Applications for Flight Data

By Peng Zhang (auth.) , Jianye Zhang

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2017
ISBN
978-3-662-53428-1, 978-3-662-53430-4
DOI
10.1007/978-3-662-53430-4
Language
english
Format
PDF
Filesize
9 MB (9202075 bytes)
Edition
1
Pages
X, 240\244
Time added
2017-02-20 14:58:51
Aerospace Technology and Astronautics;Computationa

Description

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.

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