Maintenance of business machines with edge and cloud collaboration. Issue 8 (6th April 2018)

• Record Type: Journal Article
• Authors: Yamato, Yoji; Kumazaki, Hiroki
• Is Part Of: IEEJ transactions on electrical and electronic engineering. Volume 13:Issue 8(2018)
• Page Start: 1208
• Page End: 1209
• Publication Date: 2018-04-06
• Subjects: lambda architecture -- predictive maintenance -- Jubatus -- IoT -- cloud computing -- Industrie 4.0; Electrical engineering -- Periodicals; Electronics -- Periodicals; 621.3
• DOI: 10.1002/tee.22684
• Languages: English
• ISSNs: 1931-4973

Abstract

Abstract : Recently, internet of things (IoT) technologies have progressed, but IoT maintenance applications are not widespread in Japan yet because of insufficient analyses of real‐time situations and the high costs of configuring failure detection rules and collecting sensing data. In this paper, using lambda architecture concept, we propose a maintenance platform on which edge nodes analyze sensing data, detect anomalies and extract a new detection rule in real time, and a cloud orders maintenance automatically. © 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.