Analysis of digital twin and its physical object: Exploring the efficiency and accuracy of datasets for real-world application

Abstract

The concept of “digital twin” has recently gained popularity due to its ability to create a virtual representation of systems in order to improve the performance of its cyber-physical counterpart. This study compares and analyses datasets of digital twins and their corresponding physical objects to determine the effectiveness and dependability of digital twin technology for practical applications. The present research aims to proffer a framework for ascertaining the level of (dis)similarity between a physical object and its digital twin equivalent. A study of water distribution (WADI) is put into perspective. Findings revealed that the proffered framework presents a method for ascertaining a (dis)similarity level of a physical object (features) and its digital twin using adequate statistical tests.