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Hands-On Industrial Internet of Things

You're reading from   Hands-On Industrial Internet of Things Build robust industrial IoT infrastructure by using the cloud and artificial intelligence

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Product type Paperback
Published in Nov 2024
Publisher Packt
ISBN-13 9781835887462
Length 530 pages
Edition 2nd Edition
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Authors (2):
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Antonio Capasso Antonio Capasso
Author Profile Icon Antonio Capasso
Antonio Capasso
Giacomo Veneri Giacomo Veneri
Author Profile Icon Giacomo Veneri
Giacomo Veneri
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Toc

Table of Contents (21) Chapters Close

Preface 1. Part 1:Industrial IoT
2. Chapter 1: Introduction to Industrial IoT FREE CHAPTER 3. Chapter 2: Understanding the Industrial Process and Devices 4. Chapter 3: Industrial Data Flow and Devices 5. Chapter 4: Implementing the Industrial IoT Data Flow 6. Chapter 5: Applying Cybersecurity 7. Chapter 6: Performing an Exercise Based on Industrial Protocols and Standards 8. Part 2:Industrial IoT Architecture
9. Chapter 7: Developing Industrial IoT and Architecture 10. Chapter 8: Implementing a Custom Industrial IoT Platform 11. Chapter 9: Building an AWS Industrial IoT Solution 12. Chapter 10: Implementing an Industrial IOT Data Flow with AWS 13. Chapter 11: Performing a Practical Industrial IoT Solution with Azure 14. Chapter 12: Implementing an Industrial IoT Data Flow with Azure 15. Part 3:Industrial Artificial Intelligence of Things
16. Chapter 13: Performing Diagnostic, Maintenance, and Predictive Analytics 17. Chapter 14: Implementing a Digital Twin – Advanced Analytics 18. Chapter 15: Deploying an Analytics Model 19. Index 20. Other Books You May Enjoy

Supervisory control and data acquisition (SCADA)

SCADA is a software application for the supervision and control of automated processes from a centralized location, both locally and remotely. The heart of a SCADA system is its modular and distributed software architecture. Control systems, which are typically (but not always) PLCs, have the responsibility of feeding the SCADA system with the values of the process variables to monitor the machine and the process behavior. The SCADA server nodes have the necessary drivers to communicate with the field devices either through their legacy communication protocols or through OPC or a fieldbus protocol. At the server level, the data is gathered on a regular basis or, when changes occur, processed to filter noise, and then stored in a real-time database. There are two different types of data collection:

  • Polling: The signal is sampled on a regular basis. The polling time is the time interval between the sampled values of the same signal...
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