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ICT4SS - ICT FOR SMART SOCIETIES

Tesi al Politecnico

Machine learning for predictive maintenance

Parole chiave CELLULAR NETWORKS, SMART GRIDS

Riferimenti MARCO MELLIA, MICHELA MEO

Gruppi di ricerca ICT4SS - ICT FOR SMART SOCIETIES, SmartData@PoliTO, Telecommunication Networks Group

Descrizione The topic of the thesis is predictive maintenance of electricity distribution networks through machine learning approaches. The topic is very timely and challenging.

The thesis consists in the analysis of large sets of data about faults, failures and critical events of several elements of an electricity distribution network.
After characterizing events, elements and their behavior, some techniques for identifying and predicting critical events will be studied and proposed.

Conoscenze richieste The thesis requires skills of data analysis and statistics. Domain knowledge on electricity distribution is also useful.
The work will be developed in a team; hence, team working is expected.


Scadenza validita proposta 09/05/2020      PROPONI LA TUA CANDIDATURA




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