Elena Quatrini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Clustering Application for Condition-Based Maintenance in Time-Varying Processes: A Review Using Latent Dirichlet Allocation	APPLIED SCIENCES	2022
Fault detection, diagnosis, and drognosis of a process operating under time-varying conditions	APPLIED SCIENCES	2022
Monitoring a reverse osmosis process with kernel principal component analysis: A preliminary approach	APPLIED SCIENCES	2021
Predictive model for the degradation state of a hydraulic system with dimensionality reduction	PROCEDIA MANUFACTURING	2020
Digital twin reference model development to prevent operators' risk in process plants	SUSTAINABILITY	2020
Machine learning for anomaly detection and process phase classification to improve safety and maintenance activities	JOURNAL OF MANUFACTURING SYSTEMS	2020
Condition-based maintenance—an extensive literature review	MACHINES	2020
Fault diagnosis of a granulator operating under time-varying conditions using canonical variate analysis	ENERGIES	2020
A predictive maintenance model for an industrial fan in a cement plant	...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS	2020
Machine learning models to predict components decay in a naval propulsion system	...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS	2020
Load forecast for onboard high-speed railway catering service using machine learning	...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS	2019

ERC

PE8_9

KET

Big data & computing

Interessi di ricerca

Condition monitoring; Condition-based maintenance; Machine learning; Fault detection; Diagnosis; Prognosis; Performance estimation; Time-variant process

Keywords

condition based maintenance

fault detection and isolation

Fault diagnosis

Fault prediction

machine learning

cluster analysis

multivariate statistics

feature extraction