Concepedia

Alessandro Beghi

AB

95

Publications

3.9K

Citations

33

H-Index

1996

Active since

Affiliations

University of Padua(Current)

University of Pavia

Istituto Nazionale di Fisica Nucleare, Sezione di Pisa

STMicroelectronics (Italy)

University of Pisa

Alessandro Beghi is an author at University of Padua specializing in engineering, systems engineering, and computer engineering.

Top concepts

EngineeringSystems EngineeringComputer EngineeringModeling And SimulationData ScienceIndustrial InformaticsMachine LearningProcess ControlComputer ScienceIndustrial Engineering

Publications per year

1996–2023

95

Publications

95

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · IEEE Transactions on Industrial Informatics · 2014 · 811 citations · Full text

Data-driven Fault Detection and Diagnosis for HVAC water chillers

Alessandro Beghi, Riccardo Brignoli, Luca Cecchinato et al. · Control Engineering Practice · 2016 · 183 citations

Fault Diagnosis, Data-driven Fault Detection, Reliability Engineering +7

A Predictive Maintenance System for Epitaxy Processes Based on Filtering and Prediction Techniques

Gian Antonio Susto, Alessandro Beghi, Cristina De Luca · IEEE Transactions on Semiconductor Manufacturing · 2012 · 103 citations

Engineering, Machine Learning, Industrial Engineering +24

A PSO-based algorithm for optimal multiple chiller systems operation

Alessandro Beghi, Luca Cecchinato, Giovanni Cosi et al. · Applied Thermal Engineering · 2011 · 95 citations

Engineering, Energy Management, Energy Optimization +5

A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology

Marco Maggipinto, Chiara Masiero, Alessandro Beghi et al. · Procedia Manufacturing · 2018 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

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