کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1699156 1519314 2015 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Industrial Big Data Analytics and Cyber-physical Systems for Future Maintenance & Service Innovation
ترجمه فارسی عنوان
تجزیه و تحلیل داده های صنعتی بزرگ و سیستم های فیزیکی سایبر برای تعمیر و نگهداری آینده و نوآوری خدمات؟
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
چکیده انگلیسی

With the rapid advancement of Information and Communication Technologies (ICT) and the integration of advanced analytics into manufacturing, products and services, many industries are facing new opportunities and at the same time challenges of maintaining their competency and market needs. Such integration, which is called Cyber-physical Systems (CPS), is transforming the industry into the next level. CPS facilitates the systematic transformation of massive data into information, which makes the invisible patterns of degradations and inefficiencies visible and yields to optimal decision-making. This paper focuses on existing trends in the development of industrial big data analytics and CPS. Then it briefly discusses a systematic architecture for applying CPS in manufacturing called 5C. The 5C architecture includes necessary steps to fully integrate cyber-physical systems in the manufacturing industry. Finally, a case study for designing smart machines through the 5C CPS architecture is presented.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia CIRP - Volume 38, 2015, Pages 3-7