Analyzing Critical Failures in a Production Process: Is Industrial IoT the Solution?
المؤلفون المشاركون
Ghaleb, Atef M.
Ahmad, Shafiq
Sharaf, Mohamed
Qamhan, Ammar A.
Badwelan, Ahmed
Alatefi, Moath
Moohialdin, Ammar
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-12-03
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص 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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1216193
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر