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Safe Adaptive Control


Safe Adaptive Control
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Safe Adaptive Control


Safe Adaptive Control
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Author : Margareta Stefanovic
language : en
Publisher:
Release Date : 2011-03-30

Safe Adaptive Control written by Margareta Stefanovic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-30 with categories.




Safe Adaptive Control


Safe Adaptive Control
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Author : Margareta Stefanovic
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-02-10

Safe Adaptive Control written by Margareta Stefanovic and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-10 with Technology & Engineering categories.


Safe Adaptive Control gives a formal and complete algorithm for assuring the stability of a switched control system when at least one of the available candidate controllers is stabilizing. The possibility of having an unstable switched system even in the presence of a stabilizing candidate controller is demonstrated by referring to several well-known adaptive control approaches, where the system goes unstable when a large mismatch between the unknown plant and the available models exists ("plant-model mismatch instability"). Sufficient conditions for this possibility to be avoided are formulated, and a "recipe" to be followed by the control system designer to guarantee stability and desired performance is provided. The problem is placed in a standard optimization setting. Unlike the finite controller sets considered elsewhere, the candidate controller set is allowed to be continuously parametrized so that it can deal with plants with a very large range of uncertainties.



Safe Autonomy With Control Barrier Functions


Safe Autonomy With Control Barrier Functions
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Author : Wei Xiao
language : en
Publisher: Springer Nature
Release Date : 2023-05-09

Safe Autonomy With Control Barrier Functions written by Wei Xiao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-09 with Technology & Engineering categories.


This book presents the concept of Control Barrier Function (CBF), which captures the evolution of safety requirements during the execution of a system and can be used to enforce safety. Safety is formalized using an emerging state-of-the-art approach based on CBFs, and many illustrative examples from autonomous driving, traffic control, and robot control are provided. Safety is central to autonomous systems since they are intended to operate with minimal or no human supervision, and a single failure could result in catastrophic results. The authors discuss how safety can be guaranteed via both theoretical and application perspectives. This presented method is computationally efficient and can be easily implemented in real-time systems that require high-frequency reactive control. In addition, the CBF approach can easily deal with nonlinear models and complex constraints used in a wide spectrum of applications, including autonomous driving, robotics, and traffic control. With the proliferation of autonomous systems, such as self-driving cars, mobile robots, and unmanned air vehicles, safety plays a crucial role in ensuring their widespread adoption. This book considers the integration of safety guarantees into the operation of such systems including typical safety requirements that involve collision avoidance, technological system limitations, and bounds on real-time executions. Adaptive approaches for safety are also proposed for time-varying execution bounds and noisy dynamics.



Safe Switching Adaptive Control


Safe Switching Adaptive Control
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Author : Margareta Stefanovic
language : en
Publisher:
Release Date : 2005

Safe Switching Adaptive Control written by Margareta Stefanovic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.




Safety Reliability And Applications Of Emerging Intelligent Control Technologies


Safety Reliability And Applications Of Emerging Intelligent Control Technologies
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Author : T.S. Ng
language : en
Publisher: Elsevier
Release Date : 2014-06-28

Safety Reliability And Applications Of Emerging Intelligent Control Technologies written by T.S. Ng and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-28 with Technology & Engineering categories.


Increasingly, over the last few years, intelligent controllers have been incorporated into control systems. Presently, the numbers and types of intelligent controllers that contain variations of fuzzy logic, neural network, genetic algorithms or some other forms of knowledge based reasoning technology are dramatically rising. However, considering the stability of the system, when such controllers are included it is difficult to analyse and predict system behaviour under unexpected conditions. Leading researchers and industrial practitioners were able to discuss and evaluate current development and future research directions at the first IFAC International Workshop on safety, reliability and applications on emerging intelligent control technology. This publication contains the papers, covering a wide range of topics, presented at the workshop.



Advancing Aeronautical Safety


Advancing Aeronautical Safety
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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 2010-09-29

Advancing Aeronautical Safety written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-29 with Technology & Engineering categories.


Advancing the state of aviation safety is a central mission of the National Aeronautics and Space Administration (NASA). Congress requested this review of NASA's aviation safety-related research programs, seeking an assessment of whether the programs have well-defined, prioritized, and appropriate research objectives; whether resources have been allocated appropriately among these objectives; whether the programs are well coordinated with the safety research programs of the Federal Aviation Administration; and whether suitable mechanisms are in place for transitioning the research results into operational technologies and procedures and certification activities in a timely manner. Advancing Aeronautical Safety contains findings and recommendations with respect to each of the main aspects of the review sought by Congress. These findings indicate that NASA's aeronautics research enterprise has made, and continues to make, valuable contributions to aviation system safety but it is falling short and needs improvement in some key respects.



Towards Verifiable Adaptive Control For Safety Critical Applications


Towards Verifiable Adaptive Control For Safety Critical Applications
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Author : Mac Schwager
language : en
Publisher:
Release Date : 2005

Towards Verifiable Adaptive Control For Safety Critical Applications written by Mac Schwager and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.


To be implementable in safety critical applications, adaptive controllers must be shown to behave strictly according to predetermined specifications. This thesis presents two tools for verifying specifications relevant to practical direct-adaptive control systems. The first tool is derived from an asymptotic analysis of the error dynamics of a direct adaptive controller and uncertain linear plant. The analysis yields a so called Reduced Linear Asymptotic System, which can be used for designing adaptive systems to meet transient specifications. The tool is demonstrated in two design examples from flight mechanics, and verified in numerical simulation. The second tool developed is an algorithm for direct-adaptive control of plants with magnitude saturation constraints on multiple inputs. The algorithm is a non-trivial extension of an existing technique for single input systems with saturation. Boundeness of all signals is proved for initial conditions in a compact region. In addition, the notion of a class of multi-dimensional saturation functions is introduced. The saturation compensation technique is demonstrated in numerical simulation. Finally, these tools are applied to design a direct-adaptive controller for a realistic multi-input aircraft model to accomplish control reconfiguration in the case of unforeseen failure, damage, or disturbances. A novel control design for incorporating control allocation and reconfiguration is introduced. The adaptive system is shown in numerical simulation to have favorable transient qualities and to give a stable response with input saturation constraints.



The Control Handbook Three Volume Set


The Control Handbook Three Volume Set
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Author : William S. Levine
language : en
Publisher: CRC Press
Release Date : 2018-10-08

The Control Handbook Three Volume Set written by William S. Levine and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-08 with Technology & Engineering categories.


At publication, The Control Handbook immediately became the definitive resource that engineers working with modern control systems required. Among its many accolades, that first edition was cited by the AAP as the Best Engineering Handbook of 1996. Now, 15 years later, William Levine has once again compiled the most comprehensive and authoritative resource on control engineering. He has fully reorganized the text to reflect the technical advances achieved since the last edition and has expanded its contents to include the multidisciplinary perspective that is making control engineering a critical component in so many fields. Now expanded from one to three volumes, The Control Handbook, Second Edition brilliantly organizes cutting-edge contributions from more than 200 leading experts representing every corner of the globe. They cover everything from basic closed-loop systems to multi-agent adaptive systems and from the control of electric motors to the control of complex networks. Progressively organized, the three volume set includes: Control System Fundamentals Control System Applications Control System Advanced Methods Any practicing engineer, student, or researcher working in fields as diverse as electronics, aeronautics, or biomedicine will find this handbook to be a time-saving resource filled with invaluable formulas, models, methods, and innovative thinking. In fact, any physicist, biologist, mathematician, or researcher in any number of fields developing or improving products and systems will find the answers and ideas they need. As with the first edition, the new edition not only stands as a record of accomplishment in control engineering but provides researchers with the means to make further advances.



The Control Systems Handbook


The Control Systems Handbook
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Author : William S. Levine
language : en
Publisher: CRC Press
Release Date : 2018-10-03

The Control Systems Handbook written by William S. Levine and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Technology & Engineering categories.


At publication, The Control Handbook immediately became the definitive resource that engineers working with modern control systems required. Among its many accolades, that first edition was cited by the AAP as the Best Engineering Handbook of 1996. Now, 15 years later, William Levine has once again compiled the most comprehensive and authoritative resource on control engineering. He has fully reorganized the text to reflect the technical advances achieved since the last edition and has expanded its contents to include the multidisciplinary perspective that is making control engineering a critical component in so many fields. Now expanded from one to three volumes, The Control Handbook, Second Edition organizes cutting-edge contributions from more than 200 leading experts. The third volume, Control System Advanced Methods, includes design and analysis methods for MIMO linear and LTI systems, Kalman filters and observers, hybrid systems, and nonlinear systems. It also covers advanced considerations regarding — Stability Adaptive controls System identification Stochastic control Control of distributed parameter systems Networks and networked controls As with the first edition, the new edition not only stands as a record of accomplishment in control engineering but provides researchers with the means to make further advances. Progressively organized, the first two volumes in the set include: Control System Fundamentals Control System Applications



The Ai Enabled Engineer


The Ai Enabled Engineer
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Author : Kevin Cai
language : en
Publisher: John Wiley & Sons
Release Date : 2026-01-27

The Ai Enabled Engineer written by Kevin Cai and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-27 with Technology & Engineering categories.


A detailed guide to the evolution of engineering in the face of intelligent systems, including artificial intelligence In The AI-Enabled Engineer: A Comprehensive Framework for Engineering Excellence in the Age of Intelligence, veteran senior systems engineer Kevin Cai delivers an expert discussion of the evolution of modern engineering. From computer applications and the expansion of the internet to data digitalization and the emergence of contemporary artificial intelligence, the author offers practical insights into foundational concepts and promising technological trends that could define the discipline in the coming years. The author balances its coverage of hardware, software, and AI technologies, providing an up-to-date guide to assist young engineers as they navigate complex engineering challenges. He emphasizes the broader societal and technological implications of new developments in intelligent systems, exploring the social responsibilities of practicing engineers. The book also provides: Expert guidance for developing and implementing complex methodological framework An insightful linking of foundational theoretical engineering principles with real-world applications Practical discussions of likely future developments in technology and engineering practice Original treatments of engineering’s evolving role in societal innovation Perfect for engineering students in graduate and doctoral programs, The AI-Enabled Engineer will also benefit systems engineers working in the technology and communications industries, hardware and software integration specialists, and professionals involved with AI and emerging technologies.