29 april 2021
Uur: 13:30 - 16:30
Prijs: 100 euro
Lesgever: Mathias Verbeke
Thema: Digital Services
Aangeboden door: Sirris
De masterclasses zijn cursussen waarin u specifieke kennis en inzichten opdoet die uw onderneming helpen om de volgende stap in uw innovatieproces te zetten. Lees meer
After four successful editions, the EluciDATA Lab of Sirris is organising a fifth edition of its seminar on fleet-based analytics. The seminar focuses on the opportunities and challenges of optimising the operation and maintenance of a fleet of machines by means of data analytics and AI. Every year, it provides the participants with an overview of the current status in this domain, via keynote presentations by lead companies and state-of-the-art research results illustrated with industrial use cases in different sectors.
While many companies that operate a fleet of machines continuously monitor its operation, only few fully exploit the enormous amount of collected data to its full potential. Usually this data is merely used for operational dashboarding or by maintenance and service personnel for reactive maintenance. Some lead user companies have recently shifted to intelligently exploit this data for proactive maintenance, but even in these cases the analysis is typically performed at individual machine level. This leaves a huge potential of untapped exploitation opportunities at fleet level.
By comparing the behaviour of a single machine with respect to the fleet in which it is operating, more detailed and more accurate knowledge can be extracted. This offers several new possibilities to improve the operations or optimise the maintenance, including:
identifying malfunctioning or underperforming assets
dealing with lost data connections and missing data
benchmarking assets against one another
identifying remaining useful life of assets
modelling new assets that lack historical data
In each case, the fleet context provides additional insights that can help you to improve the operational efficiency of your assets.
This seminar will give you an update of the current state of the art in this domain, through keynote presentations by lead companies and research results illustrated by means of industrial use cases in different sectors.
Introduction & setting the context: the opportunities and challenges of fleet-based analytics
Industrial keynote by a lead user company
State-of-the-art overview illustrated by industrial use cases in diverse application domains, including:
Data-driven fleet-wide benchmarking of industrial assets
Recommending settings for the auto-configuration of industrial assets
Efficient data-driven modelling of a collection of assets through prototypical models
150 experts helpen bedrijven de juiste technologische keuze te maken en hun innovatieprojecten succesvol te realiseren. Gecombineerd met hoogtechnologische infrastructuur en een uitgebreid industrieel partnernetwerk, zorgt Sirris voor future proof bedrijven.