PERFETTO, DONATO
PERFETTO, DONATO
Dipartimento di Ingegneria
A fine-tuning deep learning framework to palliate data distribution shift effects in rotary machine fault detection
2024 Rezazadeh, N.; Perfetto, D.; De Oliveira, M.; De Luca, A.; Lamanna, G.
A hybrid Structural Health Monitoring system based on Lamb waves and distributed optical fiber sensors
2025 Vallifuoco, R.; Catalano, E.; Coscetta, A.; Zeni, L.; Minardo, A.; Perfetto, D.; Aversano, A.; De Luca, A.; Caputo, F.
A Methodology for Determining the Design Variables of a Metal Beam to Minimize Economic and Environmental Costs
2023 Beneduce, S.; De Luca, A.; Caputo, F.; Perfetto, D.
A modelling technique to investigate the effects of quasi-static loads on guided-wave based structural health monitoring systems
2022 Perfetto, Donato; Lamanna, Giuseppe; Petrone, Giuseppe; De Fenza, Angelo; De Luca, Alessandro
A numerical approach for the investigation of guided-waves propagation mechanisms in reinforced polymers through a doe analysis
2019 De Luca, A.; Perfetto, D.; Caputo, F.
A sensitivity analysis on the damage detection capability of a Lamb waves based SHM system for a composite winglet
2018 De Luca, A.; Perfetto, D.; De Fenza, A.; Petrone, G.; Caputo, F.
An integrated structural health monitoring system based on Lamb waves
2022 Vallifuoco, R.; Zeni, L.; Minardo, A.; Perfetto, D.; Caputo, F.; De Luca, A.
Analysis of Guided Waves Dispersive Behavior for Damage Detection in Flat and Curved Composite Panels
2023 Perfetto, D.; De Luca, A.; Lamanna, G.; Caputo, F.
Classification of Unbalanced and Bowed Rotors under Uncertainty Using Wavelet Time Scattering, LSTM, and SVM
2023 Rezazadeh, N.; de Oliveira, M.; Perfetto, D.; De Luca, A.; Caputo, F.
Composite Panel Damage Classification Based on Guided Waves and Machine Learning: An Experimental Approach
2023 Perfetto, Donato; Rezazadeh, Nima; Aversano, Antonio; DE LUCA, Alessandro; Lamanna, Giuseppe
Damage detection in flat panels by guided waves based artificial neural network trained through finite element method
2021 Perfetto, D.; De Luca, A.; Perfetto, M.; Lamanna, G.; Caputo, F.
Design of a Bamboo Treadmill Bicycle Main Frame
2020 Perfetto, D.; Lamanna, G.; Sepe, R.; De Luca, A.
Development and validation of a probabilistic multistage algorithm for damage localization in piezo-monitored structures
2023 De Luca, A; Perfetto, D; Polverino, A; Minardo, A; Caputo, F
Development of an established FE model for the simulation of LVI tests on GFRP plates
2018 Lamanna, G.; Opran, C.; Perfetto, D.
Dimensionality Reduction in Structural Health Monitoring: A Case Study on Damaged Wind Turbine Blades
2024 Rezazadeh, N.; Polverino, A.; Perfetto, D.; De Luca, A.
Drop test simulation and validation of a full composite fuselage section of a regional aircraft
2018 Perfetto, D.; De Luca, A.; Lamanna, G.; Chiariello, A.; Di Caprio, F.; Di Palma, L.; Caputo, F.
Elliptical triangulation method for damage identification on a complex aeronautical structure
2019 De Fenza, A.; Sorrentino, A.; Perfetto, D.; De Luca, A.; Petrone, G.; Caputo, F.
Enhancing Air Compressor Fault Diagnosis: A Comparative Study of GPT-2 and Traditional Machine Learning Models
2025 Rezazadeh, N.; Perfetto, D.; Caputo, F.; De Luca, A.
Ensemble Learning for Estimating Remaining Useful Life: Incorporating Linear, KNN, and Gaussian Process Regression
2024 Rezazadeh, N.; Perfetto, D.; De Luca, A.; Caputo, F.
Evaluation of the Mechanical Behavior of a Biocomposite Material in a Fuselage Section Numerical Drop Test
2020 Manzo, M.; Perfetto, D.; Lamanna, G.; Caputo, F.; Palma, L. D.