Machine learning analysis of electric arc furnace process for the evaluation of energy efficiency parameters

2022 ◽  
Vol 307 ◽  
pp. 118209
Author(s):  
Vaso Manojlović ◽  
Željko Kamberović ◽  
Marija Korać ◽  
Milan Dotlić
Keyword(s):  
Machine Learning ◽  
Energy Efficiency ◽  
Electric Arc Furnace ◽  
Electric Arc ◽  
Arc Furnace ◽  
Furnace Process ◽  
Learning Analysis

scholarly journals Study on the Pneumatic Lime Injection in the Electric Arc Furnace Process: An Evaluation on the Performance Benefits

2021 ◽  
Author(s):  
Davide Mombelli ◽  
Gianluca Dall'Osto ◽  
Giacomo Villa ◽  
Carlo Mapelli ◽  
Silvia Barella ◽  
...  
Keyword(s):  
Electric Arc Furnace ◽  
Electric Arc ◽  
Arc Furnace ◽  
Furnace Process

Optimization of the Electric Arc Furnace Process

2019 ◽  
Vol 66 (10) ◽  
pp. 8030-8039 ◽  
Author(s):  
Yadollah Saboohi ◽  
Amirhossein Fathi ◽  
Igor Skrjanc ◽  
Vito Logar
Keyword(s):  
Electric Arc Furnace ◽  
Electric Arc ◽  
Arc Furnace ◽  
Furnace Process

scholarly journals A Review of Mathematical Process Models for the Electric Arc Furnace Process

2020 ◽  
pp. 2000395 ◽  
Author(s):  
Thomas Hay ◽  
Ville-Valtteri Visuri ◽  
Matti Aula ◽  
Thomas Echterhof
Keyword(s):  
Electric Arc Furnace ◽  
Electric Arc ◽  
Process Models ◽  
Arc Furnace ◽  
Furnace Process ◽  
Mathematical Process

scholarly journals Calculation of View Factors in Electric Arc Furnace Process Modeling

2020 ◽  
pp. 2000341
Author(s):  
Thomas Hay ◽  
Jesus Hernandez ◽  
Suzanne Roberts ◽  
Thomas Echterhof
Keyword(s):  
Process Modeling ◽  
Electric Arc Furnace ◽  
Electric Arc ◽  
Arc Furnace ◽  
Furnace Process ◽  
View Factors

scholarly journals Modeling and Simulation of an Electric Arc Furnace Process.

1999 ◽  
Vol 39 (1) ◽  
pp. 23-32 ◽  
Author(s):  
Johannes Gerhardt Bekker ◽  
Ian Keith Craig ◽  
Petrus Christiaan Pistorius
Keyword(s):  
Modeling And Simulation ◽  
Electric Arc Furnace ◽  
Electric Arc ◽  
Arc Furnace ◽  
Furnace Process

scholarly journals ENERGY EFFICIENT WATER-COOLED ELEMENTS FOR FOUNDRY CLASS ELECTRIC ARC STEELMAKING FURNACES

2021 ◽  
pp. 55-58
Author(s):  
S. Timoshenko ◽  
E. Nemtsev ◽  
M. Gubinski
Keyword(s):  
Energy Efficiency ◽  
Energy Efficient ◽  
Melting Process ◽  
Electric Arc Furnace ◽  
General Purpose ◽  
Electric Arc ◽  
Oxidation Potential ◽  
Low Energy ◽  
Specific Power ◽  
Arc Furnace

Possibility of a wide choice of original charge and variation of oxidation potential in melting process makes the electric arc furnace (EAF) a general-purpose unit in foundries. Energy-intensive classical technology with insufficient specific power of the transformer, irregular operation with forced downtime predetermine a low energy efficiency of foundry class furnaces [1,2]. Flat and shallow bath of the EAF enhances the problem.

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