September 2023
Intermediate to advanced
255 pages
8h 20m
English
book
Digital Twins
by Yogini Borole, Pradnya Borkar, Roshani Raut, Vijaya Parag Balpande, Prasenjit Chatterjee
Content preview from Digital Twins
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Chapter 5 Machine Learning, AI, and IoT to Construct Digital Twin
Abstract
This chapter explains how system builders should approach the development of digital twins that use artificial intelligence. What are the biggest hardware challenges when it comes to artificial intelligence/machine learning?
5.1 Introduction
Sensors, artificial Intelligence (AI), Internet of things (IoT), and machine learning (ML) are the important constituents of digital twin (DT) architecture. In the view of computational perception, to boost up the working of DT, the combination of data with information provides the meaningful information which is collected from various sensory devices and converted into high-level understanding. The main key functionality of ...
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