Academic Journal
Data Analysis and Modelling of Billets Features in Steel Industry
| العنوان: | Data Analysis and Modelling of Billets Features in Steel Industry |
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| المؤلفون: | Zanoli, Silvia Maria, Pepe, Crescenzo, Moscoloni, Elena, Astolfi, Giacomo |
| المساهمون: | Zanoli, Silvia Maria, Pepe, Crescenzo, Moscoloni, Elena, Astolfi, Giacomo |
| سنة النشر: | 2022 |
| المجموعة: | Università Politecnica delle Marche: IRIS |
| مصطلحات موضوعية: | billet, data analysi, modelization, reheating furnace, rolling mill stand, steel industry, tracking system |
| الوصف: | This study proposes a data analysis and modelization method for the rolling mill process of billets in steel plants. By exploiting rolling mill signals and advanced data processing algorithms, a reliable billet tracking system is designed, which tracks each workpiece from the furnace entrance to the rolling mill stands’ exit area. Based on the stored information, two problems are addressed: the data analysis of the temperature sensors (a thermal imaging camera and pyrometers) and the current that is related to the rolling mill stands’ absorption, and subsequently, a mathematical modelization of the billets’ temperature along their path in the rolling mill is produced. The data analysis suggested that we should perform hardware modifications: the thermal imaging camera was repositioned to avoid the effect of scale formation on the temperature measurements. The modelization phase provided the basis for future control and/or diagnosis applications that will exploit a temperature decay model. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | ELETTRONICO |
| اللغة: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/pmid/36236432; info:eu-repo/semantics/altIdentifier/wos/WOS:000867027100001; volume:22; issue:19; numberofpages:20; journal:SENSORS; https://hdl.handle.net/11566/306845; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85139933207; https://www.mdpi.com/1424-8220/22/19/7333 |
| DOI: | 10.3390/s22197333 |
| الاتاحة: | https://hdl.handle.net/11566/306845 https://doi.org/10.3390/s22197333 https://www.mdpi.com/1424-8220/22/19/7333 |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.B5494594 |
| قاعدة البيانات: | BASE |
| DOI: | 10.3390/s22197333 |
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