Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution?
Joint Authors
Ghaleb, Atef M.
Ahmad, Shafiq
Sharaf, Mohamed
Qamhan, Ammar A.
Badwelan, Ahmed
Alatefi, Moath
Moohialdin, Ammar
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-03
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
Machine failures cause adverse impact on operational efficiency of any manufacturing concern.
Identification of such critical failures and examining their associations with other process parameters pose a challenge in a traditional manufacturing environment.
This research study focuses on the analysis of critical failures and their associated interaction effects which are affecting the production activities.
To improve the fault detection process more accurately and efficiently, a conceptual model towards a smart factory data analytics using cyber physical systems (CPS) and Industrial Internet of Things (IIoTs) is proposed.
The research methodology is based on a fact-driven statistical approach.
Unlike other published work, this study has investigated the statistical relationships among different critical failures (factors) and their associated causes (cause of failures) which occurred due to material deficiency, production organization, and planning.
A real business case is presented and the results which cause significant failure are illustrated.
In addition, the proposed smart factory model will enable any manufacturing concern to predict critical failures in a production process and provide a real-time process monitoring.
The proposed model will enable creating an intelligent predictive failure control system which can be integrated with production devices to create an ambient intelligence environment and thus will provide a solution for a smart manufacturing process of the future.
American Psychological Association (APA)
Ahmad, Shafiq& Badwelan, Ahmed& Ghaleb, Atef M.& Qamhan, Ammar A.& Sharaf, Mohamed& Alatefi, Moath…[et al.]. 2018. Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution?. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1216193
Modern Language Association (MLA)
Ahmad, Shafiq…[et al.]. Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution?. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1216193
American Medical Association (AMA)
Ahmad, Shafiq& Badwelan, Ahmed& Ghaleb, Atef M.& Qamhan, Ammar A.& Sharaf, Mohamed& Alatefi, Moath…[et al.]. Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution?. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1216193
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216193