Digital Twin Development and Deployment on the Cloud (eBook)

Developing Cloud-Friendly Dynamic Models Using Simulink(R)/SimscapeTM and Amazon AWS

Nassim Khaled, Bibin Pattel, Affan Siddiqui (Autoren)

eBook Download: EPUB

2020 | 1. Auflage
592 Seiten
Elsevier Science (Verlag)
978-0-12-821646-0 (ISBN)

Infos

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

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.

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Digital Twin Development and Deployment in the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink(R)/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

Produkt-Details

• Erscheint lt. Verlag: 24.5.2020
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Maschinenbau
• ISBN-10: 0-12-821646-8 / 0128216468
• ISBN-13: 978-0-12-821646-0 / 9780128216460