DIGITAL TWIN TECHNOLOGY


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Uploaded on Oct 31, 2022

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PPT on Digital Twin Technology

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DIGITAL TWIN TECHNOLOGY

DIGITAL TWIN TECHNOLOG Y What is Digital Twin? A digital twin is a digital representation of a physical object, process or service. A digital twin can be a digital replica of an object in the physical world, such as a jet engine or wind farms, or even larger items such as buildings or even whole cities. Source: www.twi-global.com Replicate processes The digital twin technology can be used to replicate processes in order to collect data to predict how they will perform. Source: www.twi-global.com How it perform? A digital twin is, in essence, a computer program that uses real world data to create simulations that can predict how a product or process will perform. These programs can integrate the internet of things (Industry 4.0), artificial intelligence and software analytics to enhance the output. Source: www.twi-global.com Machine learning With the advancement of machine learning and factors such as big data, these virtual models have become a staple in modern engineering to drive innovation and improve performance. Source: www.twi-global.com Strategic technology trends In short, creating one can allow the enhancement of strategic technology trends, prevent costly failures in physical objects and also, by using advanced analytical, monitoring and predictive capabilities, test processes and services. Source: www.twi-global.com How does a digital twin work? A digital twin begins its life being built by specialists, often experts in data science or applied mathematics. These developers research the physics that underlie the physical object or system being mimicked and use that data to develop a mathematical model that simulates the real-world original in digital space. Source: www.networkworld.com How does a digital twin work cont. The twin is constructed so that it can receive input from sensors gathering data from a real-world counterpart. This allows the twin to simulate the physical object in real time, in the process offering insights into performance and potential problems. Source: www.networkworld.com Physical counterpart The twin could also be designed based on a prototype of its physical counterpart, in which case the twin can provide feedback as the product is refined; a twin could even serve as a prototype itself before any physical version is built. Source: www.networkworld.com Digital twin vs. simulation The terms simulation and digital twin are often used interchangeably, but they are different things. A simulation is designed with a CAD system or similar platform, and can be put through its simulated paces, but may not have a one-to-one analog with a real physical object. Source: www.networkworld.com Digital-twin use cases The digital-twin examples we highlighted above – the car and the cargo vessel – provide a sense of potential use cases. Objects such as aircraft engines, trains, offshore oil platforms, and turbines can be designed and tested digitally before being physically produced. Source: www.networkworld.com