Viola Digital-Twin-Enabled Smart Control Engineering 9783031221392

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Автор: Viola (Виола)
Название: Digital-Twin-Enabled Smart Control Engineering
Перевод названия: Виола: Технология интеллектуального управления с поддержкой цифровых двойников
ISBN: 9783031221392
Издательство: Springer
Классификация:

Кибернетика и теория систем

Математика для инженеров

Приборы и приборостроение

Электроника

Техника автоматического регулирования

Машинное моделирование и имитация

ISBN-10: 3031221397
Обложка/Формат: Hardback
Страницы: 111
Вес: 0.42 кг.
Дата издания: 14.03.2023
Серия: Synthesis lectures on engineering, science, and technology
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 61 illustrations, color; 6 illustrations, black and white; xii, 111 p. 67 illus., 61 illus. in color.
Размер: 174 x 249 x 14
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: A framework and case studies
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book presents a novel design framework for the development of Digital Twin (DT) models for process- and motion-control applications. It is based on system-data acquisition using cutting-edge computing technologies, modelling of physical-system behavior through detailed simultaneous simulation of different aspects of the system, and optimal dynamic behavior-matching of the process. The design framework is enhanced with real-time data analytics to improve the performance of the DT’s behavior-matching with the real system or physical twin. The methods of creating a DT detailed in Digital-Twin-Enabled Smart Control Engineering make possible the study of a system for real-time controller tuning and fault detection. They also facilitate life-cycle analysis for multiple critical and dangerous conditions that cannot be explored in the corresponding real system or physical twin. The authors show how a DT can be exploited to enable self-optimizing capabilities in feedback control systems. The DT framework and the control-performance assessment, fault diagnosis and prognosis, remaining-useful-life analysis, and self-optimizing control abilities it allows are validated with both process- and motion-control systems and their DTs. Supporting MATLAB-based material for a case study and an expanded introduction to the basic elements of DTs can be accessed on an associated website. This book helps university researchers from many areas of engineering to develop new tools for control design and reliability and life-cycle assessment and helps practicing engineers working with robotic, manufacturing and processing, and mechatronic systems to maintain and develop the mechanical tools they use.
Дополнительное описание: Digital Twin Background.- A Digital Twin Development Framework.- Digital Twin Enabling Capabilities.- Smart Control Engineering Enabled by Digital Twin.- Summary and Future Research Opportunities.

Digital-Twin-Enabled Smart Control Engineering, Viola