Feature Selection for Improvement the Performance of an Electric Arc Furnace
نویسندگان
چکیده
منابع مشابه
Feature Selection for Improvement the Performance of an Electric Arc Furnace
Feature selection has as principal goal to find a representative space of minimal size from original set of larger size. Several research works have been developed on this problem. This paper presents Support Vector Machine-Recursive Feature Elimination (SVM-RFE), Genetic Algorithms (GA), and Differential Evolution (DE) algorithms for feature selection from a database of an Electric Arc Furnace...
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The electric arc furnace (EAF) is used to produce high quality steel from steel scraps. The EAF uses plasma arc to generate heat for melting scarp or direct reduced iron (DRI). The liquid metal should be drained from the tap hole. Manual tapping operation of the EAF in the hot environment around the furnace is a potentially dangerous and time consuming task for the workers. Therefore, it is ess...
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متن کاملPath Planning and Control of an Industrial Robot Used for Opening Tap Hole of an Electric Arc Furnace
The electric arc furnace (EAF) is one of the popular methods of steel production from steel scraps. The plasma arc is used in EAF to generate heat for melting scarp or direct reduced iron (DRI). The liquid metal is drained from the EAF through the tap hole. Nowadays, it is critical to use Automated/robotic tools for opening the tap hole with oxygen lancing. Because many workers have been blinde...
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ژورنال
عنوان ژورنال: Research in Computing Science
سال: 2015
ISSN: 1870-4069
DOI: 10.13053/rcs-102-1-9