Industry‐Driven Rapid Prototyping for Comparing Nonlinear Control Schemes in Pyomo Article Swipe
Jochen Schmid
,
Katrin Teichert
,
Moncef Chioua
,
Thorsten Schindler
,
Michael Bortz
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1002/cite.202000062
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1002/cite.202000062
With ongoing digitalization, fast simulation of process dynamics offers new opportunities for model‐based control schemes. This is eased by the availability of high‐level, open‐access, easy‐to‐use software able to simulate and optimize chemical processes, making rapid prototyping possible also for the chemical engineer. In this study, the capabilities of the Python‐based open‐source software package Pyomo towards industrial application is illustrated in modeling and comparing different control schemes for a simple Williams‐Otto process. It is shown how to simulate the process dynamics and how to compute optimal control trajectories for minimizing waste and maximizing yield. Two approaches to setpoint tracking are compared: one based on proportional‐integral feedback control and one based on optimal open‐loop control.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1002/cite.202000062
- OA Status
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- References
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- Related Works
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- OpenAlex ID
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https://openalex.org/W3096490879Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1002/cite.202000062Digital Object Identifier
- Title
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Industry‐Driven Rapid Prototyping for Comparing Nonlinear Control Schemes in PyomoWork title
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2020Year of publication
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2020-10-28Full publication date if available
- Authors
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Jochen Schmid, Katrin Teichert, Moncef Chioua, Thorsten Schindler, Michael BortzList of authors in order
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https://doi.org/10.1002/cite.202000062Publisher landing page
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://doi.org/10.1002/cite.202000062Direct OA link when available
- Concepts
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Setpoint, Python (programming language), Rapid prototyping, Software, Computer science, Process (computing), Process control, Control engineering, Process dynamics, Nonlinear system, System dynamics, Engineering, Operating system, Mechanical engineering, Artificial intelligence, Quantum mechanics, PhysicsTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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10Other works algorithmically related by OpenAlex
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