Paper Info
Title
Information Processing and Data Visualization in Networked Industrial Systems
Abstract
Networked industrial systems capitalize on recent advancements in sensing, communications, computing and storage to improve productivity, operational and cost efficiency. The proliferation of effective techniques for knowledge extraction drive a paradigm shift in industrial environments and provide a fertile ground for enhanced process monitoring and control capabilities. In an effort to shed light on industrial data management operations, this paper presents two different approaches for dealing with information processing tasks of aggregated sensor measurements. Such tasks constitute part of an end-to-end process monitoring solution which is implemented in an open-source platform following a modular, scalable and interpretable procedure. A mapping of the industrial data processing components to the operational principles and architecture of a cyber-physical system reveals useful insights for an automated supervision of critical processes and workflows.
Year
DOI
Venue
2021
10.1109/PIMRC50174.2021.9569603
2021 IEEE 32ND ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC)
Keywords
DocType
Citations 
Industrial Internet of Things, data imputation, fault detection, classification, cyber-physical system, visualization
Conference
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Pavol Mulinka100.34
Charalampos Kalalas2143.46
Merim Dzaferagic300.34
Irene Macaluso411922.24
Daniel Gutierrez-Rojas500.34
Pedro H. J. Nardelli618724.56
Nicola Marchetti719233.90