Digital twin development and deployment on the cloud : developing cloud-friendly dynamic models using Simulink/Simscape and Amazon AWS / Nassim Khaled, Bibin Pattel, Affan Siddiqui.

Format:

Book

Author/Creator:

Khaled, Nassim, author.

Pattel, Bibin, author.

Siddiqui, Affan, author.

Language:

English

Subjects (All):

Cloud computing.

Computer simulation.

Digital control systems--Computer programs.

Digital control systems.

Digital control systems--Design.

Internet of things.

Physical Description:

1 online resource (598 pages) : illustrations

Place of Publication:

London, England : Academic Press, [2020]

Summary:

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.

Notes:

Description based on print version record.

ISBN:

9780128216460

0128216468

9780128216316

012821631X

OCLC:

1159411670