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SDG-based Model Validation in Chemical Process Simulation
- Source :
- Chinese Journal of Chemical Engineering. 21:876-885
- Publication Year :
- 2013
- Publisher :
- Elsevier BV, 2013.
-
Abstract
- Signed direct graph (SDG) theory provides algorithms and methods that can be applied directly to chemical process modeling and analysis to validate simulation models, and is a basis for the development of a software environment that can automate the validation activity. This paper is concentrated on the pretreatment of the model validation. We use the validation scenarios and standard sequences generated by well-established SDG model to validate the trends fitted from the simulation model. The results are helpful to find potential problems, assess possible bugs in the simulation model and solve the problem effectively. A case study on a simulation model of boiler is presented to demonstrate the effectiveness of this method.
- Subjects :
- Environmental Engineering
business.industry
Computer science
General Chemical Engineering
Chemical process modeling
Simulation modeling
General Chemistry
Directed graph
Machine learning
computer.software_genre
Biochemistry
Model validation
Software
Verification and validation of computer simulation models
Artificial intelligence
Data mining
Process simulation
business
computer
Subjects
Details
- ISSN :
- 10049541
- Volume :
- 21
- Database :
- OpenAIRE
- Journal :
- Chinese Journal of Chemical Engineering
- Accession number :
- edsair.doi...........13c65222daccea8b183c3d1ddd0425db