Prediction model of hot strip crown based on industrial data and hybrid the PCA-SDWPSO-ELM approach-Reference-Cited by-同舟云学术

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Prediction model of hot strip crown based on industrial data and hybrid the PCA-SDWPSO-ELM approach

Published:2023-02-11 Issue:17 Volume:27 Page:12483-12499
ISSN:1432-7643
Container-title:Soft Computing
language:en
Short-container-title:Soft Comput

Author:

Wang Zhenhua^ORCID,Liu Yuanming,Wang Tao,Gong Dianyao,Zhang Dianhua

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Shanxi Province Science and Technology Major Projects

Natural Science Foundation of Shanxi Province

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Link

https://link.springer.com/content/pdf/10.1007/s00500-023-07895-6.pdf

Reference45 articles.

1. Chakraborti N, Kuamr BS, Babu VS, Moitra S, Mukhopadhyay A (2006) Optimizing surface profiles during hot rolling: a genetic algorithms based multi-objective optimization. Comp Mater Sci 37(1–2):159–165

2. Deng J, Sun J, Peng W, Hu Y, Zhang D (2019) Application of neural networks for predicting hot-rolled strip crown. Appl Soft Comput 78:119–131

3. Eberhart R, Kennedy J (1995) A new optimizer using particle swarm theory. In: MHS'95. Proceedings of the sixth international symposium on micro machine and human science. https://doi.org/10.1109/MHS.1995.494215

4. Franceschi F, Cobo M, Figueredo M (2018) Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering. Atmos Pollut Res 9(5):912–922

5. Han F, Yao HF, Ling QH (2013) An improved evolutionary extreme learning machine based on particle swarm optimization. Neurocomputing 116:87–93

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4. Rolling theory-guided prediction of hot-rolled plate width based on parameter transfer strategy;ISA Transactions;2024-03

5. A novel parallel feature extraction-based multibatch process quality prediction method with application to a hot rolling mill process;Journal of Process Control;2024-03

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