| 书目名称 | Digital-Twin-Enabled Smart Control Engineering |
| 副标题 | A Framework and Case |
| 编辑 | Jairo Viola,YangQuan Chen |
| 视频video | |
| 概述 | Is supported by many in-laboratory design and building examples of digital twins.Presents digital twin design framework that promotes self-optimization in control systems.Provides modeling techniques |
| 丛书名称 | Synthesis Lectures on Engineering, Science, and Technology |
| 图书封面 |  |
| 描述 | .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 capabilitiesin 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 |
| 出版日期 | Book 2023 |
| 关键词 | Control Systems; Digital Twin; Internet of Things; IoT; Industry 4; 0; Intelligent Control Engineering; Ind |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-22140-8 |
| isbn_softcover | 978-3-031-22142-2 |
| isbn_ebook | 978-3-031-22140-8Series ISSN 2690-0300 Series E-ISSN 2690-0327 |
| issn_series | 2690-0300 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 16:19:56
