Elena Quatrini

Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants

Maurizio Bevilacqua, Eleonora Bottani, Filippo Emanuele Ciarapica et al. · Sustainability · 2020 · 213 citations · Full text

Engineering, Risk Management, Systems Engineering +17

Machine learning for anomaly detection and process phase classification to improve safety and maintenance activities

Elena Quatrini, Francesco Costantino, Giulio Di Gravio et al. · Journal of Manufacturing Systems · 2020 · 119 citations · Full text

Engineering, Computer Science, Systems Engineering +16

Condition-Based Maintenance—An Extensive Literature Review

Elena Quatrini, Francesco Costantino, Giulio Di Gravio et al. · Machines · 2020 · 97 citations · Full text

Engineering, Industrial Engineering, Condition Assessment +15

Predictive model for the degradation state of a hydraulic system with dimensionality reduction

Elena Quatrini, Francesco Costantino, Cesare Pocci et al. · Procedia Manufacturing · 2020 · 20 citations · Full text

Engineering, Data Science, Systems Engineering +14

Fault Diagnosis of a Granulator Operating under Time-Varying Conditions Using Canonical Variate Analysis

Elena Quatrini, Xiaochuan Li, David Mba et al. · Energies · 2020 · 10 citations · Full text

Engineering, Chemical Engineering, Manufacturing Engineering +17