Advanced Trajectory Optimization, Guidance and Control Strategies for Aerospace Vehicles : Methods and Applications / by Runqi Chai, Kaiyuan Chen, Lingguo Cui, Senchun Chai, Gokhan Inalhan, Antonios Tsourdos.

Format:

Book

Author/Creator:

Chai, Runqi.

Contributor:

Chen, Kaiyuan.

Cui, Lingguo.

Chai, Senchun.

İnalhan, Gökhan.

Tsourdos, Antonios.

Series:

Springer Aerospace Technology, 1869-1749

Language:

English

Subjects (All):

Automatic control.

Aerospace engineering.

Astronautics.

Computational intelligence.

Mathematical optimization.

Control and Systems Theory.

Aerospace Technology and Astronautics.

Computational Intelligence.

Optimization.

Local Subjects:

Control and Systems Theory.

Aerospace Technology and Astronautics.

Computational Intelligence.

Optimization.

Physical Description:

1 online resource (272 pages)

Edition:

1st ed. 2023.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2023.

Summary:

This book focuses on the design and application of advanced trajectory optimization and guidance and control (G&C) techniques for aerospace vehicles. Part I of the book focuses on the introduction of constrained aerospace vehicle trajectory optimization problems, with particular emphasis on the design of high-fidelity trajectory optimization methods, heuristic optimization-based strategies, and fast convexification-based algorithms. In Part II, various optimization theory/artificial intelligence (AI)-based methods are constructed and presented, including dynamic programming-based methods, model predictive control-based methods, and deep neural network-based algorithms. Key aspects of the application of these approaches, such as their main advantages and inherent challenges, are detailed and discussed. Some practical implementation considerations are then summarized, together with a number of future research topics. The comprehensive and systematic treatment of practical issues in aerospace trajectory optimization and guidance and control problems is one of the main features of the book, which is particularly suitable for readers interested in learning practical solutions in aerospace trajectory optimization and guidance and control. The book is useful to researchers, engineers, and graduate students in the fields of G&C systems, engineering optimization, applied optimal control theory, etc.

Contents:

Part I Advanced trajectory optimization methods

Chapter 1 Review of advanced trajectory optimization methods

Chapter 2 Heurestic optimization-based trajectory optimization

Chapter 3 Highly fidelity trajectory optimization

Chapter 4 Fast trajectory optimization with chance constraints

Chapter 5 Fast generation of chance-constrained flight trajectory for unmanned vehicles

Part II Advanced guidance and control methods for aerospace vehicles

Chapter 6 Review of advanced guidance and control methods

Chapter 7 Optimization-based predictive G&C method

Chapter 8 Robust model predictive control for attitude control tracking.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Chai, Runqi Advanced Trajectory Optimization, Guidance and Control Strategies for Aerospace Vehicles

ISBN:

981-9943-11-6

OCLC:

1401055585