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@article{ART002934631},
author={Geun-Wan Kim and Seung-Hun Lee and Yung-Keun Kwon},
title={A Simple Paint Thickness Estimation Model in Shipyard Spray Painting},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2023},
volume={28},
number={2},
pages={209-216},
doi={10.9708/jksci.2023.28.02.209}

TY - JOUR
AU - Geun-Wan Kim
AU - Seung-Hun Lee
AU - Yung-Keun Kwon
TI - A Simple Paint Thickness Estimation Model in Shipyard Spray Painting
JO - Journal of The Korea Society of Computer and Information
PY - 2023
VL - 28
IS - 2
PB - The Korean Society Of Computer And Information
SP - 209
EP - 216
SN - 1598-849X
AB - This paper aims to develop a model to estimate the paint thickness in a shipyard spray painting according to changes of spraying distance and speed. We acquired the experimental datasets of five different conditions with respect to the spraying distance and speed using a painting robot. In addition, we applied a preprocessing step to handle noises which might be caused by various reasons such as a nozzle damage. Our method is to transform a thickness function of a specified spraying distance and speed into another function of an unknown spraying and speed. We observed that the proposed method shows more stable and more accurate predictions compared with an artificial neural network-based approach.
KW - Shipyard spray paint;Paint thickness estimation;Data pre-processing;Machine learning
DO - 10.9708/jksci.2023.28.02.209
ER -

Geun-Wan Kim, Seung-Hun Lee and Yung-Keun Kwon. (2023). A Simple Paint Thickness Estimation Model in Shipyard Spray Painting. Journal of The Korea Society of Computer and Information, 28(2), 209-216.

Geun-Wan Kim, Seung-Hun Lee and Yung-Keun Kwon. 2023, "A Simple Paint Thickness Estimation Model in Shipyard Spray Painting", Journal of The Korea Society of Computer and Information, vol.28, no.2 pp.209-216. Available from: doi:10.9708/jksci.2023.28.02.209

Geun-Wan Kim, Seung-Hun Lee, Yung-Keun Kwon "A Simple Paint Thickness Estimation Model in Shipyard Spray Painting" Journal of The Korea Society of Computer and Information 28.2 pp.209-216 (2023) : 209.

Geun-Wan Kim, Seung-Hun Lee, Yung-Keun Kwon. A Simple Paint Thickness Estimation Model in Shipyard Spray Painting. 2023; 28(2), 209-216. Available from: doi:10.9708/jksci.2023.28.02.209

Geun-Wan Kim, Seung-Hun Lee and Yung-Keun Kwon. "A Simple Paint Thickness Estimation Model in Shipyard Spray Painting" Journal of The Korea Society of Computer and Information 28, no.2 (2023) : 209-216.doi: 10.9708/jksci.2023.28.02.209

Geun-Wan Kim; Seung-Hun Lee; Yung-Keun Kwon. A Simple Paint Thickness Estimation Model in Shipyard Spray Painting. Journal of The Korea Society of Computer and Information, 28(2), 209-216. doi: 10.9708/jksci.2023.28.02.209

Geun-Wan Kim; Seung-Hun Lee; Yung-Keun Kwon. A Simple Paint Thickness Estimation Model in Shipyard Spray Painting. Journal of The Korea Society of Computer and Information. 2023; 28(2) 209-216. doi: 10.9708/jksci.2023.28.02.209

Geun-Wan Kim, Seung-Hun Lee, Yung-Keun Kwon. A Simple Paint Thickness Estimation Model in Shipyard Spray Painting. 2023; 28(2), 209-216. Available from: doi:10.9708/jksci.2023.28.02.209

Geun-Wan Kim, Seung-Hun Lee and Yung-Keun Kwon. "A Simple Paint Thickness Estimation Model in Shipyard Spray Painting" Journal of The Korea Society of Computer and Information 28, no.2 (2023) : 209-216.doi: 10.9708/jksci.2023.28.02.209