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Machine Learning and Data Mining in Aerospace Technology

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Release : 2019-07-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 127/5 ( reviews)

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Book Synopsis Machine Learning and Data Mining in Aerospace Technology by : Aboul Ella Hassanien

Download or read book Machine Learning and Data Mining in Aerospace Technology written by Aboul Ella Hassanien. This book was released on 2019-07-02. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Intelligence in Aerospace Engineering

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Release : 2016-06-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 461/5 ( reviews)

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Book Synopsis Computational Intelligence in Aerospace Engineering by : Wenbin Song

Download or read book Computational Intelligence in Aerospace Engineering written by Wenbin Song. This book was released on 2016-06-01. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence in Aerospace Engineering focuses on various CI methods that can be applied to improve the efficiency and effectiveness of aerospace design through the use of numerical simulation. Using detailed case studies and examples, author Wenbin Song takes readers through the scenarios that can benefit from a CI approach, presenting a consistent framework for aerospace design incorporating elements such as neural networks, fuzzy logic systems, and evolutionary computation. The text is ideal for engineers or researchers who lack a computer science background, but still need to apply computational methods. It will help users take aerospace modeling, simulation, and optimization efforts to the next level. Contains a detailed discussion of computational modeling, simulation, and optimization methods in aerospace design, with unique aerospace-specific coverage of computational intelligence elements Provides case studies and examples with industrial significance Presents a novel framework for improving the efficiency and effectiveness of aerospace design using computational intelligence methods

Advances in Computational Intelligence and Autonomy for Aerospace Systems

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Release : 2018
Genre : Aeronautics
Kind : eBook
Book Rating : 787/5 ( reviews)

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Book Synopsis Advances in Computational Intelligence and Autonomy for Aerospace Systems by : John Valasek

Download or read book Advances in Computational Intelligence and Autonomy for Aerospace Systems written by John Valasek. This book was released on 2018. Available in PDF, EPUB and Kindle. Book excerpt: Provides the aerospace researcher and the practicing aerospace engineer with insight into the latest innovative methods and approaches regarding intelligent and autonomous aerospace systems. Coverage includes Intelligent Space Systems, Intelligent Validation and Verification Methods, Intelligent Health Monitoring, and Intelligent Flight Control.

Handbook of Research on Artificial Intelligence Applications in the Aviation and Aerospace Industries

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Release : 2019-10-11
Genre : Computers
Kind : eBook
Book Rating : 173/5 ( reviews)

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Book Synopsis Handbook of Research on Artificial Intelligence Applications in the Aviation and Aerospace Industries by : Shmelova, Tetiana

Download or read book Handbook of Research on Artificial Intelligence Applications in the Aviation and Aerospace Industries written by Shmelova, Tetiana. This book was released on 2019-10-11. Available in PDF, EPUB and Kindle. Book excerpt: With the emergence of smart technology and automated systems in today’s world, artificial intelligence (AI) is being incorporated into an array of professions. The aviation and aerospace industry, specifically, is a field that has seen the successful implementation of early stages of automation in daily flight operations through flight management systems and autopilot. However, the effectiveness of aviation systems and the provision of flight safety still depend primarily upon the reliability of aviation specialists and human decision making. The Handbook of Research on Artificial Intelligence Applications in the Aviation and Aerospace Industries is a pivotal reference source that explores best practices for AI implementation in aviation to enhance security and the ability to learn, improve, and predict. While highlighting topics such as computer-aided design, automated systems, and human factors, this publication explores the enhancement of global aviation security as well as the methods of modern information systems in the aeronautics industry. This book is ideally designed for pilots, scientists, engineers, aviation operators, air crash investigators, teachers, academicians, researchers, and students seeking current research on the application of AI in the field of aviation.

Advances in Computational Intelligence and Autonomy for Aerospace Systems

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Author :
Release : 2018
Genre : Aeronautics
Kind : eBook
Book Rating : 673/5 ( reviews)

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Book Synopsis Advances in Computational Intelligence and Autonomy for Aerospace Systems by : John Valasek

Download or read book Advances in Computational Intelligence and Autonomy for Aerospace Systems written by John Valasek. This book was released on 2018. Available in PDF, EPUB and Kindle. Book excerpt: "A follow-on volume to Advances in Intelligent and Autonomous Aerospace Systems (AIAA, 2012), Advances in Computational Intelligence and Autonomy for Aerospace Systems seeks tp provide both the aerospace researcher and the practicing aerospace engineer with further insight into the latest innovative methods and approaches regarding intelligent and autonomous aerospace systems."--Page [4] of cover.

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