Digital Twin Development and Deployment on the Cloud: Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS
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 diagnos...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London
Elsevier, AP, Academic Press
[2020]
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| Schlagworte: | |
| Zusammenfassung: | 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 SimscapeT- 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 |
| Beschreibung: | 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 |
| Beschreibung: | vii, 523 Seiten Illustrationen 229 mm |
| ISBN: | 9780128216316 |
Internformat
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| 520 | |a 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 SimscapeT- 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 | ||
| 650 | 4 | |a bicssc | |
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Datensatz im Suchindex
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| institution | BVB |
| isbn | 9780128216316 |
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| spelling | Khaled, Nassim ca. 20./21. Jh. Verfasser (DE-588)1269412736 aut 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 London Elsevier, AP, Academic Press [2020] vii, 523 Seiten Illustrationen 229 mm txt rdacontent n rdamedia nc rdacarrier 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 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 SimscapeT- 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 bicssc Pattel, Bibin ca. 20./21. Jh. Verfasser (DE-588)1269412833 aut Siddiqui, Affan Verfasser aut |
| spellingShingle | Khaled, Nassim ca. 20./21. Jh Pattel, Bibin ca. 20./21. Jh Siddiqui, Affan Digital Twin Development and Deployment on the Cloud Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS bicssc |
| title | Digital Twin Development and Deployment on the Cloud Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS |
| title_auth | Digital Twin Development and Deployment on the Cloud Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS |
| title_exact_search | Digital Twin Development and Deployment on the Cloud Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS |
| title_exact_search_txtP | Digital Twin Development and Deployment on the Cloud Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS |
| title_full | 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 |
| title_fullStr | 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 |
| title_full_unstemmed | 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 |
| title_short | Digital Twin Development and Deployment on the Cloud |
| title_sort | digital twin development and deployment on the cloud developing cloud friendly dynamic models using simulink simscape and amazon aws |
| title_sub | Developing Cloud-Friendly Dynamic Models Using Simulink/Simscape and Amazon AWS |
| topic | bicssc |
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