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Hands-On Industrial Internet of Things
Hands-On Industrial Internet of Things

Hands-On Industrial Internet of Things: Create a powerful Industrial IoT infrastructure using Industry 4.0

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Profile Icon Giacomo Veneri Profile Icon Antonio Capasso
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€36.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (16 Ratings)
Paperback Nov 2018 556 pages 1st Edition
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€20.98 €29.99
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€36.99
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Arrow left icon
Profile Icon Giacomo Veneri Profile Icon Antonio Capasso
Arrow right icon
€36.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (16 Ratings)
Paperback Nov 2018 556 pages 1st Edition
eBook
€20.98 €29.99
Paperback
€36.99
Subscription
Free Trial
Renews at €18.99p/m
eBook
€20.98 €29.99
Paperback
€36.99
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Renews at €18.99p/m

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Hands-On Industrial Internet of Things

Understanding the Industrial Process and Devices

In this chapter, the reader will understand how industrial data is generated, gathered, and transferred to the cloud. We will look at continuous discrete processes and how they work, becoming familiar with the model of computer-integrated manufacturing (CIM) from its origin in the factories of the 1980s to the current day. The reader will learn about industrial equipment, networks, and protocols, and come to understand terms such as distributed control system (DCS), programmable logic controllers (PLCs), Supervisory Control and Data Acquisition (SCADA), Historian, manufacturing execution system (MES), Enterprise Resources Planning (ERP), and Fieldbus. We will also look at how the industrial world interacts with the cloud, and look at the devices and protocols that allow this to happen. Related to this, we will learn terms including...

Technical requirements

In this chapter, we will present concepts related to industrial processes and equipment. A basic knowledge about analogical signal processing and analogical/digital and digital/analogical conversion is required. You will also need to be aware of elements of control theory, and LAN and WAN networking.

The industrial process

An industrial process can be defined as a set of operations that transforms, with a predetermined objective, the properties of one or more material, type of energy, or information. A typical example of an industrial process might be the production of products and goods through a continuous or discrete manufacturing process, or the production of electricity, including its transportation and distribution. The industrial process also includes the collection, elaboration, and sharing of information along all production phases and steps. The industrial process is represented in the following diagram:

The industrial process

This transformation from raw materials to a product requires the following:

  • Energy
  • Machines
  • Tools
  • Human work

The industrial process is a sequential process. It can be split into a further set of sequential production steps, transforming...

The CIM pyramid

The production support system is a set of activities for managing the flow of information related to production. It includes the following aspects:

  • Business: These are activities that strictly face the customer and are related to the start and end of the whole process. These include order management, marketing, sales, and the budget.
  • Design: These are activities related to designing the product according to the customer's needs, expectations, and requirements.
  • Planning: These are activities based on planning the business and design functions of a product. They involve the working sequence, timing, storage, and supplies.
  • Control: These are activities related to the management and supervision of the process production. It includes controlling the production flow and checking the quality of the production processes and products.

We can sketch these activities...

The I-IoT data flow

In this section, we will introduce the whole flow of industrial data from the sensors to when they are processed in the cloud. We will look closer at data acquisition, data sources, the related protocols and the edge device to push the data into the cloud in Chapters 3, Industrial Data Flow and Devices and Chapter 4, Implementing the Industrial IoT Data Flow. We will then look at an overview of cloud architecture and the main components for the I-IoT in Chapter 7, Developing Industrial IoT and Architecture, and beyond.

Here, when explaining the I-IoT data flow, we have not mentioned cybersecurity. This is not because the topic is not pertinent or relevant. On the contrary, cyber-security is always a hot topic, especially in an industry in which availability and reliability of equipment is a must, and confidentiality and intellectual properties are increasingly...

Summary

In this chapter, we have looked at what an industrial process and an automated system are. We have identified the physical process, the control systems, and their interactions. The physical process is a combination of operations that act on entities that belong to the physical world and change some of their characteristics. The control system receives the information on the status of the process, elaborates it, and performs the required actions on the physical process. A more rigorous definition of process control and data acquisition systems has been also provided. We have identified and defined the different entities involved, which included devices, resources, data, events, and the interface.

Following this, we learned about the different kinds of industrial processes there are, distinguishing between continuous, semi-continuous, discrete, and batch processes. We also...

Questions

  1. Which is the component that carries out the actions on a physical process?
    1. The sensor
    2. The actuator
  2. What is a device, according to the IEC 61131 standard definition?
    1. A device is defined as an independent physical entity able to implement one or more functionalities
    2. A device is a logical breakdown of a software or hardware structure
  3. What is an event, according to the IEC 61131 standard definition?
    1. An event is a representation of a fact in a suitable format for the communication and elaboration by the resource
    2. An event is an occurrence of a specific condition, such as the reaching of a definite temperature
  1. What is a discrete process?
    1. A process characterized by processing cycles based on single parts or individual units of a product
    2. A process involving finite quantities of the final product obtained from finite quantities of raw materials, and processed according...

Further reading

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Key benefits

  • Gain hands-on experience working with industrial architecture
  • Explore the potential of cloud-based Industrial IoT platforms, analytics, and protocols
  • Improve business models and transform your workforce with Industry 4.0

Description

We live in an era where advanced automation is used to achieve accurate results. To set up an automation environment, you need to first configure a network that can be accessed anywhere and by any device. This book is a practical guide that helps you discover the technologies and use cases for Industrial Internet of Things (IIOT). Hands-On Industrial Internet of Things takes you through the implementation of industrial processes and specialized control devices and protocols. You’ll study the process of identifying and connecting to different industrial data sources gathered from different sensors. Furthermore, you’ll be able to connect these sensors to cloud network, such as AWS IoT, Azure IoT, Google IoT, and OEM IoT platforms, and extract data from the cloud to your devices. As you progress through the chapters, you’ll gain hands-on experience in using open source Node-Red, Kafka, Cassandra, and Python. You will also learn how to develop streaming and batch-based Machine Learning algorithms. By the end of this book, you will have mastered the features of Industry 4.0 and be able to build stronger, faster, and more reliable IoT infrastructure in your Industry.

Who is this book for?

If you’re an IoT architect, developer, or stakeholder working with architectural aspects of Industrial Internet of Things, this book is for you.

What you will learn

  • Explore industrial processes, devices, and protocols
  • Design and implement the I-IoT network flow
  • Gather and transfer industrial data in a secure way
  • Get to grips with popular cloud-based platforms
  • Understand diagnostic analytics to answer critical workforce questions
  • Discover the Edge device and understand Edge and Fog computing
  • Implement equipment and process management to achieve business-specific goals
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Publication date, Length, Edition, Language, ISBN-13
Publication date : Nov 29, 2018
Length: 556 pages
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Language : English
ISBN-13 : 9781789537222
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Publication date : Nov 29, 2018
Length: 556 pages
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ISBN-13 : 9781789537222
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Table of Contents

17 Chapters
Introduction to Industrial IoT Chevron down icon Chevron up icon
Understanding the Industrial Process and Devices Chevron down icon Chevron up icon
Industrial Data Flow and Devices Chevron down icon Chevron up icon
Implementing the Industrial IoT Data Flow Chevron down icon Chevron up icon
Applying Cybersecurity Chevron down icon Chevron up icon
Performing an Exercise Based on Industrial Protocols and Standards Chevron down icon Chevron up icon
Developing Industrial IoT and Architecture Chevron down icon Chevron up icon
Implementing a Custom Industrial IoT Platform Chevron down icon Chevron up icon
Understanding Industrial OEM Platforms Chevron down icon Chevron up icon
Implementing a Cloud Industrial IoT Solution with AWS Chevron down icon Chevron up icon
Implementing a Cloud Industrial IoT Solution with Google Cloud Chevron down icon Chevron up icon
Performing a Practical Industrial IoT Solution with Azure Chevron down icon Chevron up icon
Understanding Diagnostics, Maintenance, and Predictive Analytics Chevron down icon Chevron up icon
Implementing a Digital Twin – Advanced Analytics Chevron down icon Chevron up icon
Deploying Analytics on an IoT Platform Chevron down icon Chevron up icon
Assessment Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

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Full star icon Full star icon Full star icon Full star icon Half star icon 4.7
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Dinkar Patnaik Jul 06, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This kindle version I bought to quickly refer some topics for academic purposes. Kindle copy can be used to Find, Copy and paste the content somewhere else.....So 5 stars.
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Ranga S Jul 01, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I like the examples and the work flow.diagram. I would recommend this book for both IT solution architects and IT control engineers.Worth reading of you are planning to implement digital transformation in your manufacturing business.
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IDF Jan 06, 2021
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Best IoT book that I read, very helpful for industrial iot application.
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GG Mar 05, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
dalla compresnione dei protocolli di campo fino alla realizzazione usando AWS IoT, GCP IoT o Azure IoT o progetti open source come Kafka, Cassandra, NodeJS, Neo4J, Mosquitto...Docker.Mostra le differenze tra IoT e IIoT per implementare Industria 4.0, Gli ultimi capitoli descrivono gli algoritmi di AI più importanti e li implementano su SageMaker AWS e Azure
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Dominic Plourde May 28, 2020
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bon
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