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Mirco Rampazzo

Observed names: M. Rampazzo, RAMPAZZO, MIRCO, Rampazzo M, Rampazzo, Mirco, mirco rampazzo, rampazzo mirco
Institution: University of Padua
Observed institution: University of Padua
ORCID: 0000-0003-0881-0131
Observed ORCID: 0000-0003-0881-0131
OpenAlex ID: A5053243136
Data-driven Fault Detection and Diagnosis for HVAC water chillers
2016 · A. Beghi, R. Brignoli, et al. · Control Engineering Practice · 194
A PSO-based algorithm for optimal multiple chiller systems operation
2011 · Alessandro Beghi, Luca Cecchinato, et al. · Applied Thermal Engineering · 97
A One-Class SVM Based Tool for Machine Learning Novelty Detection in HVAC Chiller Systems
2014 · A. Beghi, L. Cecchinato, et al. · IFAC Proceedings Volumes · 77
A multi-phase genetic algorithm for the efficient management of multi-chiller systems
2010 · Alessandro Beghi, Luca Cecchinato, et al. · Energy Conversion and Management · 76
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings
2021 · João Sauer, Viviana Cocco Mariani, et al. · Evolving Systems · 61
Energy efficient control of HVAC systems with ice cold thermal energy storage
2014 · Alessandro Beghi, Luca Cecchinato, et al. · Journal of Process Control · 59
A real-time algorithm for the determination of R744 systems optimal high pressure
2012 · Luca Cecchinato, Marco Corradi, et al. · International Journal of Refrigeration · 56
A static moving boundary modelling approach for simulation of indirect evaporative free cooling systems
2019 · Mirco Rampazzo, Michele Lionello, et al. · Applied Energy · 52
Graph-based modelling and simulation of liquid immersion cooling systems
2020 · Michele Lionello, Mirco Rampazzo, et al. · Energy · 43
Machine and deep learning driven models for the design of heat exchangers with micro-finned tubes
2024 · Emad Efatinasab, Nima Irannezhad, et al. · Energy and AI · 40
A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems
2021 · Francesco Simmini, Mirco Rampazzo, et al. · IEEE Transactions on Control Systems Technology · 39
Modelling and control of a free cooling system for Data Centers
2017 · Alessandro Beghi, Luca Cecchinato, et al. · Energy Procedia · 36
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VAVAC systems modeling and simulation for FDD applications
2011 · Alessandro Beghi, Luca Cecchinato, et al. · International Conference on Control and Automation · 25
Energy-efficient operation of transcritical and subcritical CO2 inverse cycles via Extremum Seeking Control
2019 · Mirco Rampazzo, Andrea Cervato, et al. · Journal of Process Control · 22
Towards robust stability prediction in smart grids: GAN-based approach under data constraints and adversarial challenges
2025 · Emad Efatinasab, Alessandro Brighente, et al. · Internet of Things · 21
An Exact Algorithm for the Optimal Chiller Loading Problem and Its Application to the Optimal Chiller Sequencing Problem
2020 · Federica Acerbi, Mirco Rampazzo, et al. · Energies · 20
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Model-based fault detection and diagnosis for centrifugal chillers
2016 · Alessandro Beghi, Luca Cecchinato, et al. · Conference on Control and Fault-Tolerant Systems · 19
On-line, auto-tuning control of Electronic Expansion Valves
2010 · Alessandro Beghi, Luca Cecchinato, et al. · International Journal of Refrigeration · 19
Real-time energy-efficient operation of a dedicated mechanical subcooling based transcritical CO2 heat pump water heater via multi-input single-output extreme seeking control
2022 · Ce Cui, Jiahang Ren, et al. · International Journal of Refrigeration · 18
A data-driven approach for fault diagnosis in HVAC chiller systems
2015 · Alessandro Beghi, Riccardo Brignoli, et al. · IEEE Conference on Control Applications (CCA) · 18
GAN-GRID: A Novel Generative Attack on Smart Grid Stability Prediction
2024 · Emad Efatinasab, Alessandro Brighente, et al. · Lecture notes in computer science · 17
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Real-time optimization of integrated subcooling transcritical CO2 heat pump water heater via phasor extreme seeking control (ESC)
2023 · Ce Cui, Jiahang Ren, et al. · Applied Thermal Engineering · 16
Remote refrigeration system experiments for control engineering education
2017 · Mirco Rampazzo, Andrea Cervato, et al. · Computer Applications in Engineering Education · 16
Load forecasting for the efficient energy management of HVAC systems
2010 · Alessandro Beghi, Luca Cecchinato, et al. · IEEE International Conference on Sustainable Energy Technologies · 15
Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances
2019 · Giuliano Zambonin, Fabio Altinier, et al. · Energies · 14
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Works count: 119
Citation count: 1,380
H-index: 18
I10-index: 35
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