K-means-SMOTE -ALA-XGBoost: Diagnosis of faults in hot-rolled strip steel plates
Authors:
- Zhenchen SunZSZhenchen Sun
- Shaohui HanSHShaohui Han
- Huifang WangHWHuifang Wang
- Yao XiaoYXYao Xiao
- Xiaoqiang GuoXGXiaoqiang Guo
- Aimin YangAYAimin Yang
Open Access
- 8 April 2026
- journal article
- Published by Elsevier in Alexandria Engineering Journal
- Vol. 142, 165-184
Abstract
No abstract availableFunding Information
- National College Students Innovation and Entrepreneurship Training Program
This publication has 32 references indexed in Scilit:
- Machine learning pipeline for Structure–Property modeling in Mg-alloys using microstructure and texture descriptorsActa Materialia, 2025
- Artificial lemming algorithm: a novel bionic meta-heuristic technique for solving real-world engineering optimization problemsArtificial Intelligence Review, 2025
- Model-informed deep learning-based compressive sensing for resampling and recovering 2D SHM vision dataAutomation in Construction, 2024
- Analysis of flatness and critical crown of hot-rolled strip based on thermal–mechanical coupled residual stress analytical modelApplied Mathematical Modelling, 2023
- A defect recognition model for cross-section profile of hot-rolled strip based on deep learningJournal of Iron and Steel Research International, 2023
- Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approachEngineering Applications of Artificial Intelligence, 2023
- Decision system for copper flotation backbone processEngineering Applications of Artificial Intelligence, 2023
- Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural NetworkAutomation in Construction, 2022
- A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defectsApplied Surface Science, 2013
- Multi-objective optimization for draft scheduling of hot strip millJournal of Central South University, 2012