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The curvature mathematical modeling of the double-layer metal clad plate by the asynchronous rolling
The asymmetric phenomenon of the rolling process will cause rolling clad plate bending, and the inability to quantify accurately the bending...
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On the Importance of Modeling Ball Raceway Impact Force for Evaluating the Plastic Deformation at Spall Edge of Rolling Element Bearing: Theoretical Modeling
PurposeThe knowledge of spall propagation rate is highly crucial for estimating the remaining useful life of a spalled bearing. The actual mechanism...
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Comparison of Tire Rolling Resistance Measuring Methods for Different Surfaces
The rolling resistance of car tires is one of the most important parameters characterizing tires today. This resistance has a very significant...
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Analysis of 3D plastic deformation in vertical rolling based on global weighted velocity field
Energy method is an essential theoretical approach to analyze plastic forming, which is widely used in rolling process. An analysis model for...
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Velocity-Incorporated Wear Model of Rolling Guide Shoe Material Selection
To ensure an accurate selection of rolling guide shoe materials, an analysis of the intricate relationship between linear speed and wear is...
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Application of SVM and PCA-CS algorithms for prediction of strip crown in hot strip rolling
To make up the poor quality defects of traditional control methods and meet the growing requirements of accuracy for strip crown, an optimized model...
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Whole process prediction model of silicon steel strip on transverse thickness difference based on Takagi-Sugeno fuzzy network
The hot rolling and cold rolling control models of silicon steel strip were examined. Shape control of silicon steel strip of hot rolling was a...
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Degradation Detection and RUL Prediction of Rolling Bearings Based on Gini Index and Particle Filter
Condition-based monitoring (CBM) plays a fundamental role in bearing prognostics health management. To effectively reveal the degradation severity of...
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Subsection cooling system of hot rolling silicon steel and its industrial application
An online subsection cooling method for hot rolling silicon steel was designed to achieve local adjustment of transverse roll gap. Particularly, it...
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Procedure to implement shear evolution in fast rolling models with online capability on the example of an aluminum flat rolling process
The rolling process induces a heterogeneous deformation over the rolling stock height. The causes are the frictional shear stress between the...
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Research on deep learning rolling bearing fault diagnosis driven by high-fidelity digital twins
Effective fault data is the basis for intelligent fault diagnosis. In actual engineering applications, it is often impossible to obtain sufficiently...
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The curvature modeling for the double layered clad plate by asymmetric rolling with different diameters
The plate curvature model plays an important role in the prediction and control of the double layered clad plate. However, there is currently no such...
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Accurate surrogate models for the flat rolling process
Surrogate models, both polynomial and ANN-based (artificial neural networks), are developed to predict the rolling load in cold rolling of flat...
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Vibration monitoring and analysis of strip rolling mill based on the digital twin model
A vibration monitoring method of strip rolling mill based on the digital twin model was proposed which could effectively reduce the structure...
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A novel mechanism fusion data control method for slab camber in hot rolling
For asymmetric plate shape, control over the hot rolling process mainly depends on the subjective judgement and personal experience of the operator...
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Contribution to improving hydrodynamics method for hot strip rolling application
The present work is a contribution in improving the hydrodynamic method proposed by Li et al. (Steel Res Int 87(9999) 88:2053–2059,
2016 ; Int J Adv...
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Experimental investigation on slip conditions during thread rolling with flat dies
The process design of flat die rolling operations can be a tedious and costly process due to the challenges posed by small process windows. Within...
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A unified ternary-mechanism model for the calibration of cutting force coefficients and prediction of ploughing-based process dam** in flank milling process
Exciting ternary-mechanism model considers the effects of flank shearing, flank ploughing and bottom ploughing and suits for the calibration of...
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Improving quality prediction in radial-axial ring rolling using a semi-supervised approach and generative adversarial networks for synthetic data generation
As artificial intelligence and especially machine learning gained a lot of attention during the last few years, methods and models have been...
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Enhancing hot rolling mill performance through experimental analysis, numerical analysis, and ANN simulation
A several processes are required for production of steel, and one of these processes is called as hot rolling. The rolling mill efficiency is most...
