The most important ones are currently available Industry 4.0 One of the technologies, Digital Twin (A digital twin or digital twins) mean and what benefits do they provide? Used in manufacturing, automotive, retail, healthcare and more Digital twin technology All about it in this article.
What is a digital twin?
Digital twinsare models of specific real-world entities equipped with sensors that continuously update their virtual counterparts with granular, high-quality data in real time, as opposed to simulations that operate in a completely virtual environment isolated from the outside world. Businesses and organizations use digital twins to design, build, manufacture and track products throughout their lifecycle. Armed with up-to-date data on physical objects, digital twins use artificial intelligence and intelligence to create detailed predictive models and predict outcomes more accurately than most simulations. machine learninguses what
How does digital twin technology work?
A digital twin is usually built and implemented by people who are experts in data science or applied mathematics. These developers study the underlying physics of the emulated physical object or system and use that data in the digital realm to develop a mathematical model that simulates the real-world original.
A digital twin is designed to receive input from sensors that collect data from its real-world environment. This allows Gemini to simulate a physical object in real time, providing insight into performance and potential problems. A twin can also be created based on a prototype of its physical counterpart.
When did the digital twin appear ⌛️?
How to make a digital twin 🧐
Digital twins are virtual representations of the movements, forces and interactions of the physical world. It allows you to interact with dynamic content that is 3D and responds to your actions in real time. In this virtual environment, you can effectively simulate real-world conditions, scenarios, and any imaginal situation and instantly visualize the results on any platform, including mobile devices, computers, and augmented, mixed, and virtual reality (AR, MR, VR).
Every digital twin distribution is unique. Deployment is often done in stages, with each stage increasing in complexity and business impact. A digital twin is a representation of a large network or system to which a 3D model is dynamically linked, from the product configuration to the engineering, construction and operational data of each component.
Faces of digital twins 💡
1. Component Gemini/Part Gemini
A component twin is the basic unit of a digital twin, which is the smallest instance of a working component. Fragile twins are also more or less the same, but are associated with slightly less important components.
When two or more components work together, they are twins. Entity twins allow you to explore the interactions of these components, generating a wealth of performance data that can be processed and then translated into actionable insights.
3. Systemic or volumetric twins
It allows you to see how different units come together to create a functioning system as a whole. System twins provide visibility into how entities interact and can indicate performance improvements.
4. Process the twins
Process twins reveal how systems work together to create an entire manufacturing facility. Are all these systems synchronized to operate at peak efficiency, or do system failures affect others? Process twins can help identify precise timing patterns that ultimately affect overall efficiency.
Where are digital twins used?
- Protection of health
- Disaster management
- Smart cities
Digital Twin Applications ⬇
- Digital twins can make manufacturing more efficient and streamlined while reducing production time.
- Examples of situations where digital twins are used in the automotive industry; Collect and analyze vehicle operational data to assess its condition in real time and inform product improvement.
- In addition to manufacturing and industry, the digital twin is used in the retail industry to model the customer experience and increase the number of customers in shopping centers or individual stores.
- The medical industry is benefiting from digital twins in areas such as organ donation, surgical training and reducing the risk of procedures.
- Global climate change has affected the entire world, but the digital twin can help fight it by consciously creating smarter infrastructure, emergency response plans and climate change monitoring.
- The digital twin helps cities become more economically, environmentally and socially sustainable. Virtual models can guide planning decisions and offer solutions to many of the complex challenges facing modern cities.
Examples of digital twins 👇🏻
Manufacturing is not the only area where digital twins can be used to improve processes; medical service It also gets support with digital twin technology. Digital twins of patients or their organs allow doctors to simulate procedures and certain environments before trying them in real life. The bandage-sized sensors are being used to collect real-life data and inform the digital twin to improve healthcare.
Energy is another industry that benefits from digital twins. GE Digital has increased the productivity of the wind farm to 20%.
Simulation of real events and situations in restaurants helps the hospitality industry to increase the number of customers in the dining and kitchen areas. Hotels also use this technology to analyze the use of their facilities and provide personalized service for each guest.
Factories, hotels, wind farms use digital twins to increase efficiency; What about cities? Singapore and Shanghai have improved energy consumption and traffic flow thanks to a digital twin. Smart cities are fast becoming a reality, providing a great way to reduce pollution and improve people’s well-being.
Digital twin technology is becoming more and more common. According to the study, digital twins will reach $16 billion in global market by 2023. IoT The spread of technology will accelerate this growth. Digital twins are changing the way things are done across industries by changing business practices. This is why we are seeing digital twin applications in the manufacturing, healthcare, supply chain and retail industries.
Digital twin cities 🏡
In addition to promoting safe, efficient urban activities and more convenient, inclusive everyday services through accurate mapping, virtual-reality integration and intelligent feedback of physical and digital cities. low carbonHelps create a sustainable environment.
According to a new global report from Guidehouse Insights, results from city-owned digital twins Annual revenue will reach $2.5 billion by 2023 is evaluated. Widespread in the engineering and manufacturing sectors, digital twins are increasingly being adopted by cities for a variety of use cases, including reducing emissions from buildings, traffic management, economic development, climate action planning and monitoring. ABI Research estimates that more than 500 cities will adopt digital twin technology by 2025, saving city planners $280 billion by 2030.
What are the benefits of a digital twin?
- Increasing the reliability of equipment and production lines
- Improved overall equipment efficiency due to reduced latency, improved performance
- Better productivity
- Risk reduction in various areas, including product availability, market reputation
- Faster production time
- New business opportunities such as mass customization, mixed production, small batch production
- Better customer service as customers can configure customized products remotely
- Improved product quality and improved visibility into the performance of your products across multiple real-time applications and environments
- More efficient supply and delivery chains
- higher profits
However, despite all the advantages, a digital twin is not suitable for all situations, as it can increase complexity. Some business problems do not require a digital twin and can be solved without the associated investment of time and cost.
digital twins, Data scientists and IT professionals Virtual copies of physical devices that they can use to run simulations before building and deploying real devices. A digital twin can also take real-time IoT data and use artificial intelligence and data analytics to optimize performance. Digital twin technology has moved beyond manufacturing into the converging world of the Internet of Things, artificial intelligence and data analytics.
Products, equipment, factories and even cities are no longer just in the physical world. They all have their equivalents. Even humans have digital twins.
Source: donanim haber