Digital Twin Development and Deployment on the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS
Nassim Khaled, Prince Mohammad Bin Fahd University;
Bibin Pattel, KPIT Infosystems Inc.;
Affan Siddiqui, Cummins Emissions Solutions
Academic Press, 2020
ISBN: 9780128216316;
Language: English
Digital Twin Development and Deployment in the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS promotes a physics-based approach to the field of digital twins. Through the use of multiphysics models running in the cloud, significant improvement to the diagnostics and prognostic of systems can be attained. The book draws a clear definition of digital twins, helping business leaders clearly identify the value it brings. In addition, it outlines the key elements needed for deployment, including the hardware and software tools needed. Special attention is paid to the process of developing and deploying the multi-physics models of the digital twins. This book is written for graduate students and professionals in diagnostics, control, and software engineering.
Key Features
- Provides a high-level overview of digital twins and their underutilization in the field of asset management and maintenance
- Proposes a streamlined process to create digital twins for a wide variety of applications using MATLAB and Simscape
- Includes MATLAB and Simulink codes available for free download on MATLAB Central File Exchange
- Covers popular prototyping hardwares, such as Arduino and Raspberry Pi
