Time Series Analysis Methods and Applications for Flight Data 1st Edition by Zhang ISBN 3662534282 978-3662534281

Time Series Analysis Methods and Applications for Flight Data 1st Edition by Zhang- Ebook PDF Instant Download/Delivery:  3662534282, 978-3662534281

Full download Time Series Analysis Methods and Applications for Flight Data 1st Edition after payment

Product details:

ISBN 10:  3662534282 

ISBN 13: 978-3662534281

Author: Zhang

 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.

Table of contents: 

1. Introduction

2. Preprocessing of Flight Data

3. Typical Time Series Analysis of Flight Data Based on ARMA Model

4. Similarity Search for Flight Data

5. Condition Monitoring and Trend Prediction Based on Flight Data

6. Design and Implementation of Flight Data Mining System

People also search for:

 time series analysis methods and applications for flight data
    
time series analysis data methods and applications
    
time series analysis for education methods applications and future directions
    
use of time series analysis
    
how to time series analysis

Tags: Zhang, Time Series Analysis, Methods, Applications, Flight Data