Blar i NTNU Open på forfatter "Florian, Eleonora"
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Age replacement policy in the case of no data: the effect of Weibull parameter estimation
Sgarbossa, Fabio; Zennaro, Ilenia; Florian, Eleonora; Calzavara, Martina (Peer reviewed; Journal article, 2019)Age replacement is a common maintenance policy when wear-out failures occur, and it is characterised by periodic replacement of components. Data on time to failure (TTF), often modelled with the Weibull function, are ... -
Machine learning-based predictive maintenance: A cost-oriented model for implementation
Florian, Eleonora; Sgarbossa, Fabio; Zennaro, Ilenia (Journal article; Peer reviewed, 2021)Predictive Maintenance (PdM) is a condition-based maintenance strategy (CBM) that carries out maintenance action when needed, avoiding unnecessary preventive actions or failures. Machine learning (ML), in the form of ... -
A novel decision support system for managing predictive maintenance strategies based on machine learning approaches
Arena, Simone; Florian, Eleonora; Zennaro, Ilenia; Orru', Pierfrancesco; Sgarbossa, Fabio (Journal article; Peer reviewed, 2022)Nowadays, the industrial environment is characterised by growing competitiveness, short response times, cost reduction and reliability of production to meet customer needs. Thus, the new industrial paradigm of Industry 4.0 ...