Data-driven fault detection and diagnosis for HVAC water chillers A Beghi, R Brignoli, L Cecchinato, G Menegazzo, M Rampazzo, ... Control Engineering Practice 53, 79-91, 2016 | 213 | 2016 |
A one-class svm based tool for machine learning novelty detection in hvac chiller systems A Beghi, L Cecchinato, C Corazzol, M Rampazzo, F Simmini, GA Susto IFAC Proceedings Volumes 47 (3), 1953-1958, 2014 | 79 | 2014 |
Energy efficient control of HVAC systems with ice cold thermal energy storage A Beghi, L Cecchinato, M Rampazzo, F Simmini Journal of process control 24 (6), 773-781, 2014 | 67 | 2014 |
Model-based fault detection and diagnosis for centrifugal chillers A Beghi, L Cecchinato, F Peterle, M Rampazzo, F Simmini 2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol), 158-163, 2016 | 35 | 2016 |
Load forecasting for the efficient energy management of HVAC systems A Beghi, L Cecchinato, M Rampazzo, F Simmini 2010 IEEE International Conference on Sustainable Energy Technologies (ICSET …, 2010 | 19 | 2010 |
Process history-based fault detection and diagnosis for VAVAC systems A Beghi, L CecChinato, L Corso, M Rampazzo, F Simmini 2013 IEEE International Conference on Control Applications (CCA), 1165-1170, 2013 | 16 | 2013 |
A self-tuning KPCA-based approach to fault detection in chiller systems F Simmini, M Rampazzo, F Peterle, GA Susto, A Beghi IEEE Transactions on Control Systems Technology 30 (4), 1359-1374, 2021 | 15 | 2021 |
Model predictive control for efficient management of energy resources in smart buildings F Simmini, T Caldognetto, M Bruschetta, E Mion, R Carli Energies 14 (18), 5592, 2021 | 10 | 2021 |
Leveraging demand flexibility by exploiting prosumer response to price signals in microgrids F Simmini, M Agostini, M Coppo, T Caldognetto, A Cervi, F Lain, R Carli, ... Energies 13 (12), 3078, 2020 | 10 | 2020 |
A Model Predictive Approach for Energy Management in Smart Buildings T Caldognetto, E Mion, M Bruschetta, F Simmini, R Carli, P Tenti 2019 21st European Conference on Power Electronics and Applications (EPE '19 …, 2019 | 3 | 2019 |
Modeling and control of HVAC systems with ice Cold Thermal Energy Storage A Beghi, L Cecchinato, M Rampazzo, F Simmini 52nd IEEE Conference on Decision and Control, 4808-4813, 2013 | 3 | 2013 |
Model Predictive Control of Electrical Energy Storage Systems for Microgrids-Integrated Smart Buildings E Mion, T Caldognetto, F Simmini, M Bruschetta, R Carli 2019 IEEE Energy Conversion Congress and Exposition (ECCE), 2019 | 2 | 2019 |
Local principal component analysis for fault detection in air-condensed water chillers F Simmini, M Rampazzo, A Beghi, F Peterle 2018 IEEE 23rd International Conference on Emerging Technologies and Factory …, 2018 | 2 | 2018 |
Energy Efficient Control and Fault Detection for HVAC Systems F Simmini Università degli studi di Padova, 2014 | 2 | 2014 |
Model Predictive Control for Efficient Management of Energy Resources in Smart Buildings. Energies 2021, 14, 5592 F Simmini, T Caldognetto, M Bruschetta, E Mion, R Carli Energy Management Systems for Optimal Operation of Electrical Micro …, 2021 | 1 | 2021 |
Algoritmi per la previsione del carico in applicazioni HVAC F Simmini | 1 | 2010 |
Navigazione autonoma di robot in ambiente sconosciuto P Salvagnini, F Simmini, M Stoppa Universit a degli studi di Padova, Corso di Progettazione dei sistemi di …, 2008 | 1 | 2008 |
Data-Driven Anomaly Detection in HVAC Chillers A. Beghi, M. Lionello, M. Rampazzo, F. Simmini, F. Peterle 51st AiCARR International Conference - The Human Dimension of Building …, 2019 | | 2019 |