Cargando…

A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope

Capturing the three-dimensional (3D) shape of the burden surface of a blast furnace (BF) in real-time with high accuracy is crucial for improving gas flow distribution, optimizing coke operation, and stabilizing BF operation. However, it is difficult to perform 3D shape measurement of the burden sur...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Tianxiang, Chen, Zhipeng, Jiang, Zhaohui, Huang, Jiancai, Gui, Weihua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039294/
https://www.ncbi.nlm.nih.gov/pubmed/32041296
http://dx.doi.org/10.3390/s20030869
_version_ 1783500795525726208
author Xu, Tianxiang
Chen, Zhipeng
Jiang, Zhaohui
Huang, Jiancai
Gui, Weihua
author_facet Xu, Tianxiang
Chen, Zhipeng
Jiang, Zhaohui
Huang, Jiancai
Gui, Weihua
author_sort Xu, Tianxiang
collection PubMed
description Capturing the three-dimensional (3D) shape of the burden surface of a blast furnace (BF) in real-time with high accuracy is crucial for improving gas flow distribution, optimizing coke operation, and stabilizing BF operation. However, it is difficult to perform 3D shape measurement of the burden surface in real-time during the ironmaking process because of the high-temperature, high-dust, and lightless enclosed environment inside the BF. To solve this problem, a real-time 3D measurement system is developed in this study by combining an industrial endoscope with a virtual multi-head camera array 3D reconstruction method. First, images of the original burden surface are captured using a purpose-built industrial endoscope. Second, a novel micro-pixel luminance polarization method is proposed and applied to compensate for the heavy noise in the backlit images due to high dust levels and poor light in the enclosed environment. Third, to extract depth information, a multifeature-based depth key frame classifier is designed to filter out images with high levels of clarity and displacement. Finally, a 3D shape burden surface reconstruction method based on a virtual multi-head camera array is proposed for capturing the real-time 3D shape of the burden surface in an operational BF. The results of an industrial experiment illustrate that the proposed method can measure the 3D shape of the entire burden surface and provide reliable burden surface shape information for BF control.
format Online
Article
Text
id pubmed-7039294
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-70392942020-03-09 A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope Xu, Tianxiang Chen, Zhipeng Jiang, Zhaohui Huang, Jiancai Gui, Weihua Sensors (Basel) Article Capturing the three-dimensional (3D) shape of the burden surface of a blast furnace (BF) in real-time with high accuracy is crucial for improving gas flow distribution, optimizing coke operation, and stabilizing BF operation. However, it is difficult to perform 3D shape measurement of the burden surface in real-time during the ironmaking process because of the high-temperature, high-dust, and lightless enclosed environment inside the BF. To solve this problem, a real-time 3D measurement system is developed in this study by combining an industrial endoscope with a virtual multi-head camera array 3D reconstruction method. First, images of the original burden surface are captured using a purpose-built industrial endoscope. Second, a novel micro-pixel luminance polarization method is proposed and applied to compensate for the heavy noise in the backlit images due to high dust levels and poor light in the enclosed environment. Third, to extract depth information, a multifeature-based depth key frame classifier is designed to filter out images with high levels of clarity and displacement. Finally, a 3D shape burden surface reconstruction method based on a virtual multi-head camera array is proposed for capturing the real-time 3D shape of the burden surface in an operational BF. The results of an industrial experiment illustrate that the proposed method can measure the 3D shape of the entire burden surface and provide reliable burden surface shape information for BF control. MDPI 2020-02-06 /pmc/articles/PMC7039294/ /pubmed/32041296 http://dx.doi.org/10.3390/s20030869 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xu, Tianxiang
Chen, Zhipeng
Jiang, Zhaohui
Huang, Jiancai
Gui, Weihua
A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title_full A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title_fullStr A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title_full_unstemmed A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title_short A Real-Time 3D Measurement System for the Blast Furnace Burden Surface Using High-Temperature Industrial Endoscope
title_sort real-time 3d measurement system for the blast furnace burden surface using high-temperature industrial endoscope
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7039294/
https://www.ncbi.nlm.nih.gov/pubmed/32041296
http://dx.doi.org/10.3390/s20030869
work_keys_str_mv AT xutianxiang arealtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT chenzhipeng arealtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT jiangzhaohui arealtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT huangjiancai arealtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT guiweihua arealtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT xutianxiang realtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT chenzhipeng realtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT jiangzhaohui realtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT huangjiancai realtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope
AT guiweihua realtime3dmeasurementsystemfortheblastfurnaceburdensurfaceusinghightemperatureindustrialendoscope