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arXiv (Cornell University)
Simulation and optimal control of the Williams-Otto process using Pyomo
April 2020 • Jochen Schmid, Katrin Teichert, Moncef Chioua, Thorsten Schindler, Michael Bortz
We illustrate the advantages the high-level open-source software package Pyomo has in rapidly setting up and solving dynamic simulation and optimization problems. In order to do so, we use the example of the Williams-Otto process. We show how to simulate the process dynamics using the collocation method and the IPOPT solver provided by Pyomo. We also discuss waste minimization and yield maximization as two examplary process optimization problems. And finally, we present and compare two approaches to setpoint track…
Setpoint (Control System)
Barbara Kingsolver
Process (Computing)
Optimal Control
Computer Science
Expectation–Maximization Algorithm
Mathematics
Artificial Intelligence
Programming Language