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

Chapter 8: Enhancing the Digital Twin

In Chapter 7, Deployment and Value Tracking, we discussed how to perform functional testing and then planned the deployment and rollout of the pilot for the Digital Twin. We looked at the ways to track the Key Performance Indicators (KPIs) and the overall value of the Digital Twin of the wind turbines. A successful pilot deployment of a Digital Twin often leads to rollout at scale to achieve the targeted business goals.

In this chapter, we will look at ways to enhance the Digital Twin beyond the pilot phase. We will consider the perspective of different organizations to drive economic outcomes. We will cover the following topics in this chapter:

  • Defining the Twin of Twins
  • Evaluating the First Digital Twin in the Full System
  • Identifying related Twins
  • Planning Composite Twins
  • Enhancements and next steps

Let's start with the digital "twin of twins" concept.