Time Series Analysis Methods and Applications for Flight Data

• Main Authors: Zhang, Jianye (Author), Zhang, Peng (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2017.
• Subjects: Engineering.; Data mining.; Artificial intelligence.; Computational intelligence.; Aerospace engineering.; Astronautics.; Aerospace Technology and Astronautics.; Computational Intelligence.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).

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 fro...

Table of Contents:

• Introduction
• Preprocessing of Flight Data
• Typical Time Series Analysis for Flight Data
• Similarity Search for Flight Data
• Condition Monitoring and Trend Prediction Based on Flight Data
• Design and Implementation Of flight Data Mining System.