Extracting Value from Industrial Alarms and Events: A Data-Driven Approach Based on Exploratory Data Analysis

Extracting Value from Industrial Alarms and Events: A Data-Driven Approach Based on Exploratory Data Analysis

Alarm and event logs are an immense but latent source of knowledge commonly undervalued in industry. Though, the current massive data-exchange, high efficiency and strong competitiveness landscape, boosted by Industry 4.0 and IIoT (Industrial Internet of Things) paradigms, does not accommodate such...

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Bibliographic Details
Main Authors: Aguinaldo Bezerra, Ivanovitch Silva, Luiz Affonso Guedes, Diego Silva, Gustavo Leitão, Kaku Saito
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
alarm and event management
data science
exploratory data analysis
industry 4.0
monitoring
Online Access:https://www.mdpi.com/1424-8220/19/12/2772

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