Nicola Roveri

Pubblicazioni

Titolo Pubblicato in Anno
Enhancing the Damage Detection and Classification of Unknown Classes with a Hybrid Supervised–Unsupervised Approach INFRASTRUCTURES 2024
An Integrated PCA-ICA Approach for Early-Stage Damage Detection Proceedings of the 10th International Operational Modal Analysis Conference (IOMAC 2024) 2024
Best features extraction for ML-based structural health monitoring Proceedings of ISMA2024 International Conference on Noise and Vibration Engineering USD2024 International Conference on Uncertainty in Structural Dynamics 2024
Vibration energy harvesting for cars: semi-active piezo controllers ARCHIVE OF APPLIED MECHANICS 2023
xEES-Analytical indicator for assessing liabilities in pileups RESULTS IN ENGINEERING 2023
Damping control of polodes, inertia and natural frequencies: Theory and application to automotive suspensions APPLICATIONS IN ENGINEERING SCIENCE 2023
PWM control of semi-active dampers Conference Proceedings of the 30th International Conference on Noise and Vibration engineering (ISMA2022) 2023
Mobile self-driving sensors for identification of vibration and acoustic fields Conference Proceedings of the 30th International Conference on Noise and Vibration engineering (ISMA2022) 2023
Processing of logical-physical rules in the control of the autonomous vehicle Proceedings of ISMA2022 International Conference on Noise and Vibration Engineering USD2022 International Conference on Uncertainty in Structural Dynamics 2022
Mine Clearance through an Artificial Intelligence Flying Drone Advances in Nonlinear Dynamics 2022
A New Approach for Structural Health Monitoring: Damage Detection on Large Structures through a Swarm of Moving Sensors {NODYCON} Conference Proceedings Series 2022
Demining war scenarios: a project based on new technologies Proceedings of the International Conference on Structural Dynamic , EURODYN 2021
Safe and secure control of swarms of vehicles by small-world theory ENERGIES 2020
Prodotti per edilizia (capitolo 14) Industria, Italia. Ce la faremo se saremo intraprendenti. 2020
Inertial properties control by variable damping actuators and application to automotive suspensions Proceedings of ISMA 2020 - International conference on noise and vibration engineering and USD 2020 - International conference on uncertainty in structural dynamics 2020
Machine learning and sensor swarm for structural health monitoring of a bridge Proceedings of ISMA 2020 - International conference on noise and vibration engineering and USD 2020 - International conference on uncertainty in structural dynamics 2020
Extraction of the beam elastic shape from uncertain FBG strain measurement points Advances in Italian mechanism science 2019
Experimenting sensors network for innovative optimal control of car suspensions SENSORS 2019
Swarm of robot attacking an acoustic source: detection and trapping INTER-NOISE 2019 the 48th International Congress and Exhibition on Noise Control Engineering 2019
OPTYRE—Real time estimation of rolling resistance for intelligent tyres SENSORS 2019

ERC

  • PE7_1
  • PE7_7
  • PE8_14

KET

  • Big data & computing
  • Life-science technologies & biotechnologies

Interessi di ricerca

Fields of interest:

  • Smart tire, Tyre and Vehicle Dynamics.
  • Self-diagnosis of smart structures, Fibre Bragg Grating optical fiber sensors.
  • Driver classification and driving style recognition, adaptive vehicle control system, connected cars, autonomous driving.
  • Signal analysis: pattern recognition, feature extraction, data compression with Neural Networks, Principal Component Analysis, nonlinear filters, such Empirical Modal Decomposition and Stochastic Resonance, Hilbert-Huang Transformation.
  • Energy sharing process in complex resonators, linear and nonlinear energy pumping.

 

Keywords

orthogonal empirical mode decomposition
Wavelet transform
condition based maintenance
structural damage detection
artificial neural networks (ANNs)

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