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Big Data - Anomaly Detection

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Con i Big Data è più facile prevenire le rotture dei macchinari prima che queste accadano, grazie ai processi di Anomaly Detection.

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Big Data - Anomaly Detection

  1. 1. Big Data | Anomaly Detection Come prevenire i guasti ai macchinari
  2. 2. Nelle imprese del settore manifatturiero i costi legati ai guasti dei macchinari e ai conseguenti fermi di produzione incidono sensibilmente sull’economia aziendale. Come evitarli e risparmiare risorse?
  3. 3. INDUSTRIA 4.0 Applicando appositi sensori sui macchinari è possibile raccogliere i segnali prodotti in un’unica centrale di controllo. Qui, previ un corretto storage e trattamento dei dati con infrastrutture distribuite dedicate, è possibile processare le informazioni.
  4. 4. BIG DATA I dati prodotti dai sensori sono relativi dello stato di salute del macchinario. Vengono elaborati dal sistema distribuito e analizzati ricorrendo ad un algoritmo che determina l’eventuale scostamento rispetto a valori di funzionamento standard. Quando la discrepanza è evidente e persistente, un allarme avvisa della possibilità di guasto futuro del macchinario interessato.
  5. 5. PREVENZIONE DEI GUASTI E DEI FERMI PRODUZIONE Grazie a questo sistema di monitoraggio e analisi dei segnali è possibile prevenire le rotture dei macchinari prima che queste accadano. Le aziende possono così evitare costose riparazioni straordinarie e fermi di produzione, concentrandosi su più economiche manutenzioni ordinarie.
  6. 6. Per saperne di più http://www.miriade.it/portfolio/big-data/ marketing@miriade.it Approfondisci → case history
  7. 7. Grazie per l’attenzione!

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