Book Image

Building Industrial Digital Twins

By : Shyam Varan Nath, Pieter van Schalkwyk
Book Image

Building Industrial Digital Twins

By: Shyam Varan Nath, Pieter van Schalkwyk

Overview of this book

Digital twin technology enables organizations to create digital representations of physical entities such as assets, systems, and processes throughout their life cycle. It improves asset performance, utilization, and safe operations and reduces manufacturing, operational, and maintenance costs. The book begins by introducing you to the concept of digital twins and sets you on a path to develop a digital twin strategy to positively influence business outcomes in your organization. You'll understand how digital twins relate to physical assets, processes, and technology and learn about the prerequisite conditions for the right platform, scale, and use case of your digital twins. You'll then get hands-on with Microsoft's Azure Digital Twins platform for your digital twin development and deployment. The book equips you with the knowledge to evaluate enterprise and specialty platforms, including the cloud and industrial IoT required to set up your digital twin prototype. Once you've built your prototype, you'll be able to test and validate it relative to the intended purpose of the twin through pilot deployment, full deployment, and value tracking techniques. By the end of this book, you'll have developed the skills to build and deploy your digital twin prototype, or minimum viable twin, to demonstrate, assess, and monitor your asset at specific stages in the asset life cycle.
Table of Contents (15 chapters)
1
Section 1: Defining Digital Twins
4
Section 2: Building the Digital Twin
10
Section 3: Enhancing the Digital Twin
12
Interview on Digital Twins with William (Bill) Ruh, CEO of Lendlease Digital
13
Interview on Digital Twins with Anwar Ahmed, CTO - Digital Services at GE Renewable Energy

Summary

In this chapter, we looked at the planning process for the industrial Digital Twin. Additionally, we looked at the key criteria based on the nature of the Digital Twin application and the desired expected outcomes. We examined the technical and non-technical prerequisites for the success of the Digital Twin in an enterprise. We looked at examples from different industries in order to apply this decision process, such as in the aviation industry, the oil and gas industry, and the medical devices industry. Hence, the general framework of the Digital Twin, developed in this chapter is agnostic of the industry domain, it is applied to. We want to consider and look at the business justification for the industrial Digital Twin.

Chapter 1, Introduction to Digital Twin and Chapter 2, Planning Your Digital Twin wrap up the part of the book where we focused on the "what" and "why" of the industrial Digital Twin. Chapter 1 covered the background and definition of...