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Publications Lists [ all BibTeX ]
Publications of author Francesco Simmini
2022
F. Simmini, M. Rampazzo, F. Peterle, G.A. Susto, A. Beghi. A Self-Tuning KPCA-based Approach to Fault Detection in Chiller Systems. IEEE Transactions on Control Systems Technology, vol. 30(4), 2022 [BibTeX]
2016
A. Beghi, L. Cecchinato, G. Menegazzo, M. Rampazzo, F. Simmini. Data-driven Fault Detection and Diagnosis for HVAC water chillers. Control Engineering Practice, vol. 53,, 2016 [BibTeX]
A. Beghi, L. Cecchinato, F. Peterle, M. Rampazzo, F. Simmini. Model-Based Fault Detection and Diagnosis for Centrifugal Chillers. SysTol’16, 3rd International Conference on Control and Fault-Tolerant Systems, 2016 [BibTeX]
2014
A. Beghi, L. Cecchinato, C. Corazzol, M. Rampazzo, F. Simmini, G.A. Susto. A One-Class SVM Based Tool for Machine Learning Novelty Detection in HVAC Chiller Systems. 19th World Congress of the International Federation of Automatic Control, pp. 1953-1958, 2014 [ abstract ] [url] [BibTeX]
A. Beghi, L. Cecchinato, M. Rampazzo, F. Simmini. Energy efficient control of HVAC systems with ice cold thermal energy storage. Journal of Process Control, vol. 24(6), pp. 773–781, 2014 [BibTeX]
2013
A. Beghi, L. Cecchinato, M. Rampazzo, F. Simmini. Modeling and Control of HVAC Systems with Ice Cold Thermal Energy Storage. Proceedings of the 52nd Conference on Decision and Control, 2013 [BibTeX]
A. Beghi, L. Cecchinato, L. Corso, M. Rampazzo, F. Simmini. Process History-Based Fault Detection and Diagnosis for VAVAC Systems. Proceedings of the 2013 IEEE Multi-Conference on Systems and Control (MSC 2013), 2013 [BibTeX]