Online Library TheLib.net » Machine Learning and Data Mining in Aerospace Technology
cover of the book Machine Learning and Data Mining in Aerospace Technology

Ebook: Machine Learning and Data Mining in Aerospace Technology

00
06.02.2024
0
0
This book explores the main concepts, algorithms, and techniques of Machine Learning and data mining for aerospace technology. Satellites are the ‘eagle eyes’ that allow us to view massive areas of the Earth simultaneously, and can gather more data, more quickly, than tools on the ground. Consequently, the development of intelligent health monitoring systems for artificial satellites – which can determine satellites’ current status and predict their failure based on telemetry data – is one of the most important current issues in aerospace engineering. This book is divided into three parts, the first of which discusses central problems in the health monitoring of artificial satellites, including tensor-based anomaly detection for satellite telemetry data and machine learning in satellite monitoring, as well as the design, implementation, and validation of satellite simulators. The second part addresses telemetry data analytics and mining problems, while the last part focuses on security issues in telemetry data.
Download the book Machine Learning and Data Mining in Aerospace Technology for free or read online
Read Download

Continue reading on any device:
QR code
Last viewed books
Related books
Comments (0)
reload, if the code cannot be seen