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Digital Twin Development and Deployment on the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink®/SimscapeTM and Amazon AWS de Nassim Khaled

Digital Twin Development and Deployment on the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink®/SimscapeTM and Amazon AWS

Autor Nassim Khaled, Bibin Pattel, Affan Siddiqui
en Limba Engleză Paperback – 27 mai 2020
Digital Twin Development and Deployment in the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink®/SimscapeTM 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.


  • Provides a high-level overview of digital twins and their underutilization in the field of asset management and maintenance
  • Proposes a streamline process to create digital twins for a wide variety of applications using MATLAB® Simscape™
  • Deploys developed digital twins on Amazon Web Services
  • Includes MATLAB and Simulink codes available for free download on MATLAB central
  • Covers popular prototyping hardwares, such as Arduino and Raspberry Pi
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Specificații

ISBN-13: 9780128216316
ISBN-10: 012821631X
Pagini: 592
Ilustrații: Approx. 300 illustrations
Dimensiuni: 152 x 229 mm
Greutate: 0.79 kg
Editura: ELSEVIER SCIENCE

Public țintă

Graduate students and professionals in diagnostics, control, and software engineering

Cuprins

1. Added value of digital twins and IoT
2. Cloud and IoT technologies
3. Digital twin model creation of a robotic arm
4. Ball on plate modeling
5. Digital twin model creation of double mass spring damper system
6. Digital twin model creation of solar panels
7. Digital twin development for an inverter circuit for motor drive systems
8. Digital twin development and cloud deployment for a Hybrid Electric Vehicle
9. Digital twin development and cloud deployment for a DC Motor Control embedded system
10. Digital twin development and deployment for a wind turbine
Index

Notă biografică

Dr. Khaled has extensive industrial and academic experience in the field of dynamics, controls and IoT solutions. He is currently an Assistant professor in Prince Mohammad Bin Fahd University. He is an innovator with more than 30 patents and patent applications in the fields of smart systems and energy. He is the author of "Practical Design and Application of Model Predictive Control". He also has numerous publications in the field of controls and autonomous navigation. Dr. Khaled is a green-belt six sigma certified. He received the status of "Outstanding Researcher" granted by the U.S Government in 2012.