Francesco Simmini

Data-driven Fault Detection and Diagnosis for HVAC water chillers

Alessandro Beghi, Riccardo Brignoli, Luca Cecchinato et al. · Control Engineering Practice · 2016 · 188 citations

Engineering, Architectural Engineering, Data Science +14

A One-Class SVM Based Tool for Machine Learning Novelty Detection in HVAC Chiller Systems

Alessandro Beghi, Luca Cecchinato, C. Corazzol et al. · IFAC Proceedings Volumes · 2014 · 76 citations

Computing, Building Science, Computer Science +16

Energy efficient control of HVAC systems with ice cold thermal energy storage

Alessandro Beghi, Luca Cecchinato, Mirco Rampazzo et al. · Journal of Process Control · 2014 · 55 citations

Engineering, Architectural Engineering, Mechanical Engineering +16

A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems

Francesco Simmini, Mirco Rampazzo, Fabio Peterle et al. · IEEE Transactions on Control Systems Technology · 2021 · 36 citations

Computing, Architectural Engineering, Systems Engineering +17

Model-based fault detection and diagnosis for centrifugal chillers

Alessandro Beghi, Luca Cecchinato, Fabio Peterle et al. · 2016 · 19 citations

Engineering, Systems Engineering, Air Conditioning +16