Concepedia

Pier Francesco Orrù

PF

9

Publications

430

Citations

9

H-Index

2013

Active since

Affiliations

University of Cagliari(Current)

Pier Francesco Orrù is an author at University of Cagliari specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningSystems EngineeringPredictive AnalyticsIndustrial EngineeringPredictive MaintenanceBusinessData MiningIndustrial Informatics

Publications per year

2013–2022

9

Publications

9

Machine Learning Approach Using MLP and SVM Algorithms for the Fault Prediction of a Centrifugal Pump in the Oil and Gas Industry

Pier Francesco Orrù, Andrea Zoccheddu, Lorenzo Sassu et al. · Sustainability · 2020 · 194 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +22

A novel decision support system for managing predictive maintenance strategies based on machine learning approaches

Simone Arena, E. Florian, Ilenia Zennaro et al. · Safety Science · 2021 · 132 citations

Software Maintenance, Engineering, Machine Learning +18

Data Science Application for Failure Data Management and Failure Prediction in the Oil and Gas Industry: A Case Study

Simone Arena, Giuseppe Manca, Stefano Murru et al. · Applied Sciences · 2022 · 19 citations · Full text

Engineering, Machine Learning, Business Intelligence +24

Trunk Flexion Monitoring among Warehouse Workers Using a Single Inertial Sensor and the Influence of Different Sampling Durations

Micaela Porta, Massimiliano Pau, Pier Francesco Orrù et al. · International Journal of Environmental Research and Public Health · 2020 · 18 citations · Full text

Use of wearable sensors to assess patterns of trunk flexion in young and old workers in the Metalworking Industry

Micaela Porta, Pier Francesco Orrù, Massimiliano Pau · Ergonomics · 2021 · 17 citations

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