Virtual metrology as an approach for product quality estimation in Industry 4.0: a systematic review and integrative conceptual framework

PA Dreyfus, F Psarommatis, G May… - International Journal of …, 2022 - Taylor & Francis
Virtual metrology (VM) involves estimating a product's quality directly from production
process data without physically measuring it. This enables the product quality of each unit of …

[HTML][HTML] An effective adaptive customization framework for small manufacturing plants using extreme gradient boosting-XGBoost and random forest ensemble learning …

SK Kiangala, Z Wang - Machine Learning with Applications, 2021 - Elsevier
The prevailing competitive manufacturing industry calls for continuous customer satisfaction
for business sustainability. With the emergence of the Industry 4.0 paradigm, product …

The architecture of mass customization-social internet of things system: Current research profile

Z Dou, Y Sun, Z Wu, T Wang, S Fan… - … International Journal of …, 2021 - mdpi.com
In the era of big data, mass customization (MC) systems are faced with the complexities
associated with information explosion and management control. Thus, it has become …

An online community-based dynamic customisation model: the trade-off between customer satisfaction and enterprise profit

Y Wang, J Wu, L Lin, S Shafiee - International Journal of …, 2021 - Taylor & Francis
In recent years, the challenges of mass customisation (MC) have been increasing sales
conversion rate and effectively matching supply with demand. Additionally, online customer …

Convolutional neural networks for automatic virtual metrology

YM Hsieh, TJ Wang, CY Lin, LH Peng… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
To ensure stable manufacturing and high yield of production, factories (eg, semiconductor or
TFT-LCD fabs) conduct quality inspection on workpieces. They tend to adopt sampling …

Decomposition methods for manufacturing system scheduling: A survey

F Yang, K Gao, IW Simon, Y Zhu… - IEEE/CAA Journal of …, 2018 - ieeexplore.ieee.org
Manufacturing is the application of labor, tools, machines, chemical and biological
processing, to an original raw material by changing its physical and geometrical …

Automatic virtual metrology for carbon fiber manufacturing

YM Hsieh, CY Lin, YR Yang, MH Hung… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
Carbon fiber is currently one of the most popular composite materials in the world, with its
wide applications ranging from bikes to space shuttles. However, there is no comprehensive …

Smart manufacturing and digitalization of metrology: a systematic literature review and a research agenda

CRH Barbosa, MC Sousa, MFL Almeida, RF Calili - Sensors, 2022 - mdpi.com
Smart manufacturing comprises fully integrated manufacturing systems that respond in real
time to meet the changing demands and conditions in industrial activities, supply networks …

Automatic virtual metrology and deformation fusion scheme for engine-case manufacturing

H Tieng, TH Tsai, CF Chen, HC Yang… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
Industry 4.0 paves the way to smart factory through integrating Internet of Things, cyber-
physical systems, cloud manufacturing, and big data analytics for various industrial fields …

Product-to-product virtual metrology of color filter processes in panel industry

SKS Fan, XW Chang, YY Lin - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The current thin film transistor liquid crystal display (TFT-LCD) panel industry evolves in
transition from volume production to customized production service as a major competition …