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Analyzing historical data and testing possible scenarios
- A digital twin is a virtual replica of a physical object that is designed to change alongside the object it represents. Using real-time data gathered from sensors, a digital twin accurately reflects how an object or system behaves throughout its life cycle, which is useful for analyzing historical data and testing possible scenarios.
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What is a digital twin?
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A digital twin is a virtual representation of an object or system designed to reflect a physical object accurately. It spans the object's lifecycle, is updated from real-time data and uses simulation, machine learning and reasoning to help make decisions.
A digital twin is a digital model of an intended or actual real-world physical product, system, or process (a physical twin) that serves as the effectively indistinguishable digital counterpart of it for practical purposes, such as simulation, integration, testing, monitoring, and maintenance.
- Internet of Things
- Artificial Intelligence
- Digital Twins Compared to Simulations
Internet of Thingsrefers to a collective network of connected devices and the technology that facilitates communication between devices and the cloud as well as between the devices themselves. Thanks to the advent of inexpensive computer chips and high-bandwidth telecommunication, we now have billions of devices connected to the internet. Digital t...
Artificial intelligence (AI) is the field of computer science that's dedicated to solving cognitive problems commonly associated with human intelligence, such as learning, problem solving, and pattern recognition. Machine learning (ML) is an AI technique that develops statistical models and algorithms so that computer systems perform tasks without ...
Digital twins and simulations are bothvirtual model-based simulations, but some key differences exist. Simulations are typically used for design and, in certain cases, offline optimization. Designers input changes to simulations to observe what-if scenarios. Digital twins, on the other hand, are complex, virtual environments that you can interact w...
Mar 1, 2023 · Digital Twin is attracting attention from practitioners and scholars alike. Today, the technology is used across many industries to provide accurate virtual representations of objects and simulations of operational processes. In 2019, a Gartner survey revealed that Digital Twins were entering mainstream use by organizations.
Aug 26, 2024 · A digital twin is a digital replica of a physical object, person, system, or process, contextualized in a digital version of its environment. Digital twins can help many kinds of organizations simulate real situations and their outcomes, ultimately allowing them to make better decisions.
Nov 29, 2023 · A digital twin is a virtual representation of a real-world object or system. These virtual models are used to digitally represent performance, identify inefficiencies, and design solutions to improve their physical counterparts.
Jun 16, 2023 · Digital twins are transforming product development. Contrary to popular belief, digital twins have been in use for several decades. Engineers have long relied on virtual models to understand how to design, produce, and maintain complex physical equipment.
