Use of adaptive weighted echo state network ensemble for construction of prediction intervals and prediction reliability of silicon content in ironmaking process

2020 ◽  
Author(s):  
Yijing. Fang ◽  
Zhaohui. Jiang
Keyword(s):  
Silicon Content ◽  
Prediction Intervals ◽  
Echo State Network ◽  
Ironmaking Process ◽  
Prediction Reliability

scholarly journals Deep Learning Based Silicon Content Estimation in Ironmaking Process

2020 ◽  
Vol 53 (2) ◽  
pp. 10737-10742
Author(s):  
Heng Zhou ◽  
Haifeng Zhang ◽  
Chunjie Yang ◽  
Youxian Sun
Keyword(s):  
Deep Learning ◽  
Silicon Content ◽  
Ironmaking Process

Soft Sensors Based on Adaptive Stacked Polymorphic Model for Silicon Content Prediction in Ironmaking Process

2021 ◽  
Vol 70 ◽  
pp. 1-12
Author(s):  
Yijing Fang ◽  
Zhaohui Jiang ◽  
Dong Pan ◽  
Weihua Gui ◽  
Zhipeng Chen
Keyword(s):  
Silicon Content ◽  
Soft Sensors ◽  
Ironmaking Process

CANNON-MUSKEGON D-2

Alloy Digest ◽  
1973 ◽  
Vol 22 (7) ◽  
Keyword(s):  
High Temperature ◽  
Physical Properties ◽  
Tool Steel ◽  
Silicon Content ◽  
Cast Steel ◽  
Heat Treating ◽  
High Carbon ◽  
High Chromium ◽  
Temperature Performance ◽  
Aisi D2

Abstract CANNON-MUSKEGON D-2 is a high-carbon high-chromium air-hardening cast tool steel with excellent resistance to abrasion. It is moderately machinable with excellent non-deforming characteristics. A higher silicon content is permissible in this cast steel than in AISI D2 (wrought) tool steel. This datasheet provides information on composition, physical properties, hardness, elasticity, and tensile properties. It also includes information on high temperature performance as well as casting, heat treating, machining, and joining. Filing Code: TS-259. Producer or source: Cannon-Muskegon Corporation.

CANNON-MUSKEGON H-12

Alloy Digest ◽  
1973 ◽  
Vol 22 (5) ◽  
Keyword(s):  
Physical Properties ◽  
Tool Steel ◽  
Silicon Content ◽  
Cast Steel ◽  
Heat Treating ◽  
Austenitizing Temperature ◽  
Red Hardness

Abstract CANNON-MUSKEGON H-12 is an air-hardening hot-work cast tool steel used for applications requiring good toughness combined with good red hardness. The alloy will harden from a relatively low austenitizing temperature. A higher silicon content is permissable in this cast steel than in AISI H-12 (wrought) tool steel. This datasheet provides information on composition, physical properties, hardness, and elasticity. It also includes information on casting, heat treating, machining, and joining. Filing Code: TS-255. Producer or source: Cannon-Muskegon Corporation.

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