and process simulation
Machine learning and simulation have a similar goal: To predict the behavior of a system with data analysis and mathematical modeling.
It is for every engineer who needs faster model predictions than flowsheet simulators can provide. Surrogate Models run independent of the flowsheet simulator.
How we shape "The Future of Process Simulation"
Multivariate Sensitivity Studies and Machine Learning for Plant-Wide Optimization
Embedding a Surrogate Model in a Process Simulator: Prereformer Reactor Project
Ammonia Syngas Plant: Process Improvement by application of Multi-Input-Multi-Output (MIMO) Surrogate Models
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