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there is no one-size-fits-all and there is no need to reinvent the wheel.
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On the "all in one place" simulation platform
DASHBOARD is our simulation file management system. It keeps track of simulation flowsheet versions, their purpose, their context, and when, how, and by whom they have been used.
It is for every engineer who works with many flowsheets and where transparency and control over knowledge is a must.
Design of Experiments (DoE)
Design of Experiments (DoE) enables you to run a series of simulations. Based on a simulation flowsheet, you specify input and output parameters in Excel, VBA, R, or Python. The simulations are run in parallel in the background.
It is for every engineer who samples a design space to find the optimum conditions of a process.
Take-Home Exercise/Exam (THEE)
Take-Home Exercise/ Exam generates any number of flowsheet simulations for classroom exercises or as individualized exams.
It is for every academic teacher who transforms lectures and seminars from in-class teaching to online self-study and exam settings during the coronavirus pandemic (COVID-19).
Multivariate Sensitivity Study (MSS)
Multivariate Sensitivity Study calculates the multidimensional solution space (hypercube) of a flowsheet simulation. The number of input parameters can be increased freely, to widen the solution space. Multivariate Sensitivity Studies are calculated on a cluster of instances.
It is for every engineer to visualize solution spaces for multi-objective optimization problems with pareto optimal points to support decision making.
Machine Learning (ML)
Machine learning and simulation have a similar goal: To predict the behavior of a system with data analysis and mathematical modelling.
It is for every engineer who needs faster model predictions than flowsheet simulators can provide. Surrogate Models run independently of the flowsheet simulator.
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