On-machine and in-process surface metrology for precision manufacturing

W Gao, H Haitjema, FZ Fang, RK Leach, CF Cheung… - Cirp Annals, 2019 - Elsevier
On-machine and in-process surface metrology are important for quality control in
manufacturing of precision surfaces. The classifications, requirements and tasks of on …

Deep learning-based flatness prediction via multivariate industrial data for steel strip during tandem cold rolling

Q Wang, J Sun, Y Hu, W Jiang, X Zhang… - Expert Systems with …, 2024 - Elsevier
Flatness deviations in the tandem cold-rolling process of steel strips have a direct impact on
product quality and shape, leading to strip breakage, reduced working speed, and …

[HTML][HTML] Analysis of lateral metal flow-induced flatness deviations of rolled steel strip: mathematical modeling and simulation experiments

Q Wang, J Sun, X Li, Z Wang, P Wang… - Applied Mathematical …, 2020 - Elsevier
Geometric dissimilarity between the thickness profile of the entry strip and the deformed roll
gap is the main cause of flatness defects. However, the combination of the crown ratio and …

Quality-relevant fault detection and diagnosis for hot strip mill process with multi-specification and multi-batch measurements

K Peng, K Zhang, J Dong, B You - Journal of the Franklin Institute, 2015 - Elsevier
Modern hot strip mill process (HSMP) is increasingly characterized by producing small-
batch, multi-specification and high-value-added products. Associated with such suffered …

A profile measurement system for rail quality assessment during manufacturing

J Molleda, R Usamentiaga, ÁF Millara… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Steel rails used in the transport sector and in industry are designed and manufactured to
support high stress levels generated by high-speed and heavy-loaded modern trains. In the …

Mathematical and numerical analysis of cross-directional control for SmartCrown rolls in strip mill

QL Wang, X Li, J Sun, YM Liu, XC Zhang… - Journal of Manufacturing …, 2021 - Elsevier
The advanced SmartCrown technology, one of the Variable Crown by Axial Shifting (VCAS)
technologies, can significantly enhance the cross-directional control capability of strip mill …

Distortion calibrating method of measuring rail profile based on local affine invariant feature descriptor

C Wang, Z Ma, Y Li, J Zeng, T Jin, H Liu - Measurement, 2017 - Elsevier
Measuring rail profile in the presence of multiple degrees of freedom vibration is a very
challenging task. This paper presents a novel method based on the local affine invariant …

Structured-light sensor using two laser stripes for 3D reconstruction without vibrations

R Usamentiaga, J Molleda, DF Garcia - Sensors, 2014 - mdpi.com
3D reconstruction based on laser light projection is a well-known method that generally
provides accurate results. However, when this method is used for inspection in uncontrolled …

Flatness defect recognition method of cold rolling strip with a new stacked generative adversarial network

Y Xu, D Wang, H Liu, B Duan… - steel research …, 2022 - Wiley Online Library
Accurate and rapid recognition of flatness defects is important to produce high‐quality cold
rolling strips. First, this study collects the flatness defect images and creates the first image …

Efficient measurement of key-cap flatness for computer keyboards with a multi-line structured light imaging approach

H Miao, C Xiao, M Wei, Y Li - IEEE sensors journal, 2019 - ieeexplore.ieee.org
A computer keyboard is an important human-machine interaction device. A key-cap and a
keyboard are flexibly connected, and its assembly quality, especially flatness, is crucial. In …