Zagazig University Digital Repository
Home
Thesis & Publications
All Contents
Publications
Thesis
Graduation Projects
Research Area
Research Area Reports
Search by Research Area
Universities Thesis
ACADEMIC Links
ACADEMIC RESEARCH
Zagazig University Authors
Africa Research Statistics
Google Scholar
Research Gate
Researcher ID
CrossRef
The Neural Network Revamping the Process’s Reliability in Deep Lean via Internet of Things
Faculty
Engineering
Year:
2022
Type of Publication:
ZU Hosted
Pages:
Authors:
Tamer Samy Ismaiel Gaafar
Staff Zu Site
Abstract In Staff Site
Journal:
Processes MDPI
Volume:
Keywords :
, Neural Network Revamping , Process’s Reliability , Deep Lean
Abstract:
Deep lean is a novel approach that is concerned with the profound analysis for waste’s behavior at hidden layers in manufacturing processes to enhance processes’ reliability level at the upstream. Ideal Standard Co. for bathtubs suered from defects and cost losses in the spraying section, due to dierences in the painting cover thickness due to bubbles, caused by eddies, which move toward the bathtubs through hoses. These bubbles and their movement are considered as a form of lean’s waste. The spraying liquid inside the tanks and hoses must move with uniform velocity, viscosity, pressure, feed rate and suitable Reynolds circulation values to eliminate the eddy causes. These factors are tackled through the adoption Internet of Things (IoT) technologies that are aided by neural networks (NN) when an abnormal flow rate is detected using sensor data in real-time that can reduce the defects. The NN aimed at forecasting eddies’ movement lines that carry bubbles and works on being blasted before entering the hoses through using Design of Experiment (DOE). This paper illustrates a deep lean perspective as driven by the define, measure, analysis, improvement and control (DMAIC) methodology to improve reliability. The eddy moves downstream slowly with an anti-clockwise flow for some of the optimal values for the influencing factors, whereas the circulation of W increases, whether for vertical or horizontal travel.
Author Related Publications
Tamer Samy Ismaiel Gaafar, "Proactive visual prediction auditing the green eco-safety through backcasting approach booster by grey recruitment priority conceptual framework", Science Direct, 2022
More
Tamer Samy Ismaiel Gaafar, "Design and Implementation of a Real-Time Smart Home Management System Considering Energy Saving", MDPI, 2022
More
Tamer Samy Ismaiel Gaafar, "Jidoka enhances unilateral e-marketing and predicts e-stock although uncertainty modus operandi case", International Conference on Industrial Engineering and Operations Management Monterrey, Mexico,, 2021
More
Tamer Samy Ismaiel Gaafar, "The digital twin model of vehicle containers to provide an ergonomic handling mechanism", South Florida Journal of Development, 2022
More
Tamer Samy Ismaiel Gaafar, "Cloud Computing Load Balancing using Genetic and Throttled Hybrid Algorithm", International Journal of Engineering and Technology (IJET), 2019
More
Department Related Publications
Mira Magdy Sobhy Suliman, "COMPARISON BETWEEN HAAR WAVELET TRANSFORM, DCT AND A PROPOSED COLUMN-MEAN-METHOD BASED IRIS ENCODERS", جامعة الزقازيق-المجلة العلمية, 2014
More
Mohammed Atef Meselhy AbdulHamid, "Hybrid Named Entity Recognition - Application to Arabic Language", IEEE, 2015
More
Mohammed Nour Abdelgawad Ahmed, "Using Industrial Actuators for Rapid Development of Electric Car Applications", WFB Wirtschaftsförderung Bremen, 2014
More
Mohammed Nour Abdelgawad Ahmed, "A simulation-based design of extraterrestrial six-legged robot system", IEEE, 2009
More
Sanaa Fekry Abdelsadek Hassanien Marzok, "Supervised Classification of Cancers Based on Copy Number Variation", Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018, 2018
More
جامعة المنصورة
جامعة الاسكندرية
جامعة القاهرة
جامعة سوهاج
جامعة الفيوم
جامعة بنها
جامعة دمياط
جامعة بورسعيد
جامعة حلوان
جامعة السويس
شراقوة
جامعة المنيا
جامعة دمنهور
جامعة المنوفية
جامعة أسوان
جامعة جنوب الوادى
جامعة قناة السويس
جامعة عين شمس
جامعة أسيوط
جامعة كفر الشيخ
جامعة السادات
جامعة طنطا
جامعة بنى سويف