4.6 Article

Optimization of CVC shifting mode for hot strip mill based on the proposed LightGBM prediction model of roll shifting

Related references

Note: Only part of the references are listed.
Article Mechanics

StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction

Haoliang Jiang et al.

Summary: The use of deep learning for analyzing mechanical stress distributions has shown promising results, but most studies are limited in their applicability. We introduce a cGAN model called StressGAN that can predict stress distributions more accurately in various complex scenarios.

JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME (2021)

Article Engineering, Mechanical

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain

Zhenguo Nie et al.

Summary: TopologyGAN, a new data-driven topology optimization model, utilizes various physical fields as inputs to achieve better accuracy on test problems compared to the baseline cGAN.

JOURNAL OF MECHANICAL DESIGN (2021)

Article Computer Science, Artificial Intelligence

Tool wear predicting based on multi-domain feature fusion by deep convolutional neural network in milling operations

Zhiwen Huang et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2020)

Article Chemistry, Physical

Predicting drug/phospholipid complexation by the lightGBM method

Haoshi Gao et al.

CHEMICAL PHYSICS LETTERS (2020)

Article Metallurgy & Metallurgical Engineering

Work Roll Shifting Strategy of Uneven Cat Ear Wear Control for Profile and Flatness of Electrical Steel in Schedule-Free Rolling

JianGuo Cao et al.

STEEL RESEARCH INTERNATIONAL (2020)

Review Computer Science, Information Systems

Bayesian Optimization for Adaptive Experimental Design: A Review

Stewart Greenhill et al.

IEEE ACCESS (2020)

Article Business, Finance

A novel cryptocurrency price trend forecasting model based on LightGBM

Sun Xiaolei et al.

FINANCE RESEARCH LETTERS (2020)

Article Metallurgy & Metallurgical Engineering

Design of a Kind of Backup Roll Contour Used in Four-High CVC Hot Strip Mill

Guangtao Li et al.

ISIJ INTERNATIONAL (2019)

Article Materials Science, Multidisciplinary

A Method for Three-Dimensional Deformation Predictions in the Rolling of Steel Strips

Shan Niu

METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE (2019)

Article Automation & Control Systems

LightGBM-PPI: Predicting protein-protein interactions through LightGBM with multi-information fusion

Cheng Chen et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2019)

Proceedings Paper Computer Science, Theory & Methods

LightGBM: an Effective Decision Tree Gradient Boosting Method to Predict Customer Loyalty in the Finance Industry

Marcos Roberto Machado et al.

14TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND EDUCATION (ICCSE 2019) (2019)

Article Automation & Control Systems

Research on ASR work roll contour suitable for all width electrical steel strip during hot rolling process

Yanlin Li et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Article Engineering, Industrial

Integrated design of roll contours for strip edge drop and crown control in tandem cold rolling mills

Cao Jian-guo et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2018)

Article Metallurgy & Metallurgical Engineering

A New Predictive Model for Strip Crown in Hot Rolling by Using the Hybrid AMPSO-SVR-Based Approach

Zhen-Hua Wang et al.

STEEL RESEARCH INTERNATIONAL (2018)

Article Automation & Control Systems

Improvement in continuously variable crown work roll contour under CVC cyclical shifting mode

Fei Shang et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2017)

Proceedings Paper Engineering, Multidisciplinary

Reduction of off-centering at tail end caused by unstable work roll position with mill stabilizing device in hot rolling

Hideaki Furumoto et al.

INTERNATIONAL CONFERENCE ON THE TECHNOLOGY OF PLASTICITY, ICTP 2017 (2017)

Article Automation & Control Systems

CVC cyclical shifting mode and its working characteristics for the mills of CSP

Fei Shang et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2016)

Review Engineering, Electrical & Electronic

Taking the Human Out of the Loop: A Review of Bayesian Optimization

Bobak Shahriari et al.

PROCEEDINGS OF THE IEEE (2016)

Article Engineering, Industrial

RESEARCH ON CROWN & FLATNESS ALLOCATION STRATEGY OF HOT ROLLING MILLS

W. Q. Sun et al.

INTERNATIONAL JOURNAL OF SIMULATION MODELLING (2016)

Article Automation & Control Systems

Investigations on relations between shape defects and thickness profile variations in thin flat rolling

Babak Moazeni et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2015)

Article Metallurgy & Metallurgical Engineering

Novel curved roll contour technology for profile control in hot strip mills

A. -R. He et al.

IRONMAKING & STEELMAKING (2015)

Article Automation & Control Systems

Strip shape modeling and its setup strategy in hot strip mill process

Kaixiang Peng et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2014)

Article Metallurgy & Metallurgical Engineering

Simulation-based multi-objective optimization for roll shifting strategy in hot strip mill

Li Wei-gang

JOURNAL OF CENTRAL SOUTH UNIVERSITY (2013)

Article Metallurgy & Metallurgical Engineering

Design and Application of an Optimum Backup Roll Contour Configured with CVC Work Roll in Hot Strip Mill

Xiaodong Wang et al.

ISIJ INTERNATIONAL (2012)

Article Metallurgy & Metallurgical Engineering

Profile and Flatness Control Technology With a Long Shifting Stroke on Wide Non-Oriented Electrical Steel Sheets

Guang-hui YANG et al.

JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL (2012)

Article Metallurgy & Metallurgical Engineering

Optimization of Roll Shifting Strategy of Alternately Rolling in Hot Strip Mill

Li Wei-gang et al.

JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL (2012)

Article Metallurgy & Metallurgical Engineering

Roll shifting strategy with varying stroke and step in hot strip mill

Li Wei-gang et al.

JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY (2012)

Proceedings Paper Engineering, Mechanical

The partial high point and the influence to the hot strip profile control

Zheng Xu-tao et al.

MECHANICAL ENGINEERING AND MATERIALS, PTS 1-3 (2012)

Article Engineering, Industrial

ASR work roll shifting strategy for schedule-free rolling in hot wide strip mills

Cao Jian-guo et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2011)

Article Engineering, Industrial

Lubrication mechanism in hot rolling by newly developed simulation testing machine

A. Azushima et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2007)

Article Nanoscience & Nanotechnology

Investigation on wear behaviors of high-vanadium high-speed steel compared with high-chromium cast iron under rolling contact condition

Xu Liujie et al.

MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING (2006)

Article Metallurgy & Metallurgical Engineering

Roll wear prediction model for finishing stands of hot strip mill

S John et al.

IRONMAKING & STEELMAKING (2006)

Article Metallurgy & Metallurgical Engineering

Three-dimensional model for strip hot rolling

GM Zhang et al.

JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL (2006)

Article Metallurgy & Metallurgical Engineering

Introduction of enhanced indefinite chill and high speed steel rolls in European hot strip mills

M Andersson et al.

IRONMAKING & STEELMAKING (2004)

Article Engineering, Industrial

A design of a third-order CVC roll profile

C Lu et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2002)

Article Engineering, Industrial

A 3D finite element analysis of the hot rolling of strip with lubrication

AK Tieu et al.

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY (2002)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)