Invited Open-Track Session
Menu:
Incorporating Artificial Intelligence and Process Modelling to Create the Next Generation of Soft Sensors
- Registration Code: 5d874 (to be used when submitting your papers)
- Website for Submissions: https://ifac.papercept.net
- Deadline for Submissions: November 2nd, 2026
- Conference Website: https://conferences.ifac-control.org/sysid2027/
This invited open-track session for SysId 2027 in Lyon, France is being organised by Prof. Yuri A.W. Shardt and Xu Yang and Dr. Xinrui Gao. We invite all researchers both in academics and in industry to submit papers on the following topics:
- Artificial intelligence, especially physics-informed methods, for modelling complex industrial processes
- Explainability of artificial intelligence with application for soft sensors
- Generalisability of artificial intelligence with application for soft sensors
- Development of methods for incorporating knowledge-based results into artificial-intelligence-driven models
- Generative artificial intelligence for process control, optimisation, and modelling including soft sensors
- Theory and application of artificial intelligence for soft sensors and process models
- Maintenance and updating of soft sensors created using artificial intelligence
- Practical implementations of the above topics and
- Survey papers discussing the impact and implications of the methods in industry.
The full proposal for this invited open-track session can be found here.
If you have any questions, please feel free to contact any of the proposer.