Designing a Model to Optimize the Operations of the Production Processes in Industry ۴.۰
Publish Year: 1403
نوع سند: مقاله ژورنالی
زبان: English
View: 2
This Paper With 11 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
JR_IJE-37-10_018
تاریخ نمایه سازی: 23 تیر 1403
Abstract:
Industry ۴.۰ represents a shift from centralized to decentralized production, involving cyber-physical systems. This transformation aims to reduce costs and waste by implementing timely preventive measures. This study proposes an optimized model for production processes in cellular manufacturing systems of Industry ۴.۰. For this purpose, a combination of failure mode and effects analysis (FMEA) method, prospect theory (PT), and Shannon entropy is used. The critical failure modes are identified through comparison with reference points. Shannon entropy is used to determine the importance of each risk factor in the FMEA method. By calculating the utility value through the prospect method, critical failure modes are prioritized. Thus, FM۷ and FM۱۴ are assigned the first and second priority, respectively. To validate the proposed method, its efficiency is evaluated in an auto parts manufacturing plant. The proposed framework helps managers to improve the effectiveness of the risk analysis and control factors and impact of failure modes. On the other hand, it makes to increase safety and reliability levels in production systems.
Keywords:
Authors
M. Lajevardi
Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran
M. Nikbakht
Modern Manufacturing Technologies Research Center, Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran
O. Boyer
Modern Manufacturing Technologies Research Center, Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran
R. Tavakkoli-Moghaddam
School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran
مراجع و منابع این Paper:
لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :