A review on machine learning models in injection molding machines
SK Selvaraj, A Raj… - … in Materials Science …, 2022 - Wiley Online Library
One of the most suitable methods for the mass production of complicated shapes is injection
molding due to its superior production rate and quality. The key to producing higher quality …
molding due to its superior production rate and quality. The key to producing higher quality …
Artificial intelligence in operations management and supply chain management: An exploratory case study
With the development and evolution of information technology, competition has become
more and more intensive on a global scale. Many companies have forecast that the future of …
more and more intensive on a global scale. Many companies have forecast that the future of …
Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review
In the last few decades, the influence of machine learning has permeated many areas of
science and technology, including the field of materials science. This toolkit of data driven …
science and technology, including the field of materials science. This toolkit of data driven …
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 …
Rule-based explanations based on ensemble machine learning for detecting sink mark defects in the injection moulding process
Manufacturing quality control (QC) in plastic injection moulding is of the upmost importance
since almost one third of plastic products are manufactured via the injection moulding …
since almost one third of plastic products are manufactured via the injection moulding …
Electric motor production 4.0–application potentials of industry 4.0 technologies in the manufacturing of electric motors
Industry 4.0 (I4. 0) is accompanied by a variety of technologies which offer great potential for
optimizing the manufacturing of electric motors. However, the application of I4. 0 …
optimizing the manufacturing of electric motors. However, the application of I4. 0 …
Transfer learning applied to characteristic prediction of injection molded products
YM Huang, WR Jong, SC Chen - Polymers, 2021 - mdpi.com
This study addresses some issues regarding the problems of applying CAE to the injection
molding production process where quite complex factors inhibit its effective utilization. In this …
molding production process where quite complex factors inhibit its effective utilization. In this …
A machine learning approach to quality monitoring of injection molding process using regression models
Recent advancements in instrumentation and the emergence of industrial IoT solutions have
created new possibilities to collect data in injection molding processes. Although many …
created new possibilities to collect data in injection molding processes. Although many …
Optimizing supply chain efficiency in the manufacturing sector through ai-powered analytics
R Mahi - International Journal of Management …, 2024 - globalmainstreamjournal.com
The integration of AI-powered analytics offers transformative potential in optimizing supply
chains within the manufacturing sector. This study adopts a qualitative, case study …
chains within the manufacturing sector. This study adopts a qualitative, case study …
Evaluation of quality management for strategic decision making in companies in the plastic sector of the Colombian Caribbean region using the TQM diagnostic report …
G Jimenez, L Hernandez, H Hernandez… - HCI International 2018 …, 2018 - Springer
The plastic sector is considered one of the most dynamic industries with the highest
competitive projection in the country. The incidence of this sector in the national and …
competitive projection in the country. The incidence of this sector in the national and …