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Machine learning based digital twin framework for production optimization in petrochemical industry
Q Min, Y Lu, Z Liu, C Su, B Wang - International Journal of Information …, 2019 - Elsevier
Digital twins, along with the internet of things (IoT), data mining, and machine learning
technologies, offer great potential in the transformation of today's manufacturing paradigm …
technologies, offer great potential in the transformation of today's manufacturing paradigm …
Machine-learning techniques and their applications in manufacturing
DT Pham, AA Afify - Proceedings of the Institution of …, 2005 - journals.sagepub.com
Abstract Machine learning is concerned with enabling computer programs automatically to
improve their performance at some tasks through experience. Manufacturing is an area …
improve their performance at some tasks through experience. Manufacturing is an area …
Automated Container Terminal Production Operation and Optimization via an AdaBoost‐Based Digital Twin Framework
Y Li, D Chang, Y Gao, Y Zou… - Journal of Advanced …, 2021 - Wiley Online Library
Digital twin (DT), machine learning, and industrial Internet of things (IIoT) provide great
potential for the transformation of the container terminal from automation to intelligence. The …
potential for the transformation of the container terminal from automation to intelligence. The …
Data mining techniques applied to a manufacturing SME
MS Packianather, A Davies, S Harraden, S Soman… - Procedia CIRP, 2017 - Elsevier
This paper examines how data mining, an aspect of analytical science, can be applied to
assist a Small to Medium Enterprise (SME) industry using unsupervised learning …
assist a Small to Medium Enterprise (SME) industry using unsupervised learning …
Anomalies detection in smart manufacturing using machine learning and deep learning algorithms structural dynamics
Nowadays, the rapidly changing of manufacturing environment has pushed companies to
achieve more customer satisfaction by enhancing product quality, reducing production cost …
achieve more customer satisfaction by enhancing product quality, reducing production cost …
Intelligent computation for manufacturing
A Afify - Formal Methods in Manufacturing Systems: Recent …, 2013 - igi-global.com
Intelligent computation refers to intelligence artificially realised through computation. This
chapter reviews six intelligent computation techniques. They are: knowledge-based …
chapter reviews six intelligent computation techniques. They are: knowledge-based …
Soft Computing and its Applications in Engineering and Manufacture
DT Pham, PTN Pham, MS Packianather… - … : for Engineering and …, 2007 - Springer
Soft computing is a recent term for a computing paradigm that has been in existence for
almost fifty years. This chapter reviews five soft computing tools. They are: knowledge-based …
almost fifty years. This chapter reviews five soft computing tools. They are: knowledge-based …