To allow your business to monitor and optimise your assets in real-time Mosaic Factor uses Digital Twins. They can predict failures, detect inefficiencies, and improve decision-making through the use of data.
A digital twin is a real-time virtual representation of a physical object, process, or system. It is like a digital mirror that reflects real-world behaviour and characteristics. These digital twins are created by integrating sensor data, mathematical models, and data analytics.
How can we do that?
To create a Digital Twin:
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- Define clear objectives: before starting, we establish specific goals for the client company. E.g. improving efficiency, reducing costs or increasing quality.
- Collect Data: we collect data from sensors, production systems, and other devices. This data will feed the digital twin.
- Modeling and Simulation: we create mathematical models that represent the behaviour of the physical object.
- Integration and Development: we combine data and models to create the digital twin.
- Validation and fine-tuning: we verify that the digital twin behaves correctly. We adjust the models as needed.
- Implementation in Production: we integrate the digital twin into the daily operations of your company. It’s important to ensure that we keep you up to date with real-time data.
Benefits
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- Real-Time Optimisation and Monitoring: digital twins allow businesses to monitor and optimise their assets in real-time. They help us predict failures, detect inefficiencies, and improve decision-making.
- Design and Simulation: before building a physical product, we can simulate it on its digital twin. This reduces costs and speeds up product development.
- Predictive Maintenance: digital twins can predict when equipment needs maintenance, preventing unplanned downtime.
- Personalisation and Customer Experience: by better understanding customer behaviour, we can help your business offer more personalised products and services.
