Intelligent Process Engineering
Explore all resources, research, and insights associated with "Intelligent Process Engineering" at the SMILE Lab.
Research Projects
Jan 2024
AI and machine learning for process modelling
Combining data-driven and hybrid models with first-principles and CFD modelling for chemical processes, and teaching the methods through short courses and collaboration.
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Jan 2014
Solid oxide fuel cell modelling from cell to system
Multi-scale and dynamic tank-in-series models of solid oxide fuel cells, plus observer design to estimate internal states, built for process simulators.
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Courses
Advanced Modeling and Control
Advanced control strategies for multivariable industrial processes, plus data-driven and machine learning modeling.
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From Data to Dynamics: Advanced Process Modelling
Five-day short course on data-driven modelling, latent variable methods, machine learning and computational fluid dynamics for chemical engineers.
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Publications
- Amiri A , Vijay P , Tadé M O , Ahmed K , Ingram G D , Pareek V , Utikar RComputers & Chemical Engineering , 78 : 10–23 , 2015
- Wadnerkar D , Tade M O , Pareek V K , Utikar R PMinerals Engineering , 83 : 136–148 , 2015
- Vijay P , Tadé M O , Ahmed K , Utikar R , Pareek VJournal of Power Sources , 248 : 1218–1233 , 2014
- Utikar R P , Ranade V V"Single jet fluidized beds: experiments and CFD simulations with glass and polypropylene particles."Chemical Engineering Science , 62 (1-2) : 167–183 , 2007
- Ranade V , Utikar RChemical engineering science , 54 (21) : 5237–5243 , 1999