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 …

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 …

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 …

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 …

Anomalies detection in smart manufacturing using machine learning and deep learning algorithms structural dynamics

M Gamal, A Donkol, A Shaban, F Costantino… - PROCEEDINGS …, 2021 - iris.uniroma1.it
Nowadays, the rapidly changing of manufacturing environment has pushed companies to
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 …

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 …