Virtual-Commissioning

Digital Twins: Simulation and Insight Digital twins are living models that mirror a real asset, process, or system. They connect to physical parts through sensors and data streams, updating the model as events occur. In practice, a twin can track machine health, energy use, or product flow, giving a single view of performance. With simulation, teams can run what-if tests without risking the real world. You can test faster speeds, different maintenance schedules, or new process layouts, and see predicted results from the digital twin. ...

Digital Twins: Simulations for Industry Digital twins are living digital models of physical assets, processes, or entire systems. They blend sensors, historical data, physics, and AI to mirror real operation. In industry, twins let teams test ideas, analyze risks, and optimize performance without risking downtime on the factory floor. The goal is to turn data into useful insight that guides decisions in real time. What is a digital twin? A twin can represent an individual machine, a production line, or a plant. It uses live sensor feeds, historical logs, and physics-based models to simulate behavior under different loads, speeds, or faults. The result is a decision aid: you can see how a change might play out before making it in the real world. ...