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Simulation Fidelity.pdf

understanding-applying-simulation-fidelity-to-digital-twin-en-5079366.pdf

🔗 Source: emerson.com

📊 Size: 1.33 MB

📄 Pages: 8 pages

⬇️ Downloads: 123

Summary

Dynamic simulation for Digital Twins requires careful consideration of process model fidelity, which impacts the simulator's lifecycle utility and support cost. There are three types of process models: Steady-State, Dynamic, and Real-Time. Dynamic, real-time process models are required for Digital Twins. Process modeling techniques include First Principles and Empirical Modeling. First Principles models are based on laws of conservation and are more accurate, while Empirical models rely on historical data. Levels of process model fidelity include Tiebacks, Low Fidelity, Medium Fidelity, and High Fidelity, each with varying degrees of complexity and accuracy. The correct level of fidelity should be chosen based on project needs, and the simulation platform should be capable of selectively applying model fidelity as needed.

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Description

Dynamic simulation for Digital Twins requires careful consideration of process model fidelity, which impacts the simulator's lifecycle utility and support...

Technical Information

File Format: PDF
File Size: 1.33 MB
Pages: 8
Language: EN
Total Downloads: 123
Last Updated: 6 hours ago

Document Overview

This PDF document about Simulation Fidelity provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Simulation Fidelity.