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基于可调证明滤波器的球团矿生球图像裂缝检测方法 被引量:1
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作者 周淑伊 刘小燕 +1 位作者 陈玉如 孙浠汉 《电子测量与仪器学报》 CSCD 北大核心 2022年第7期125-135,共11页
球团矿生球制造是炼钢工业中的重要环节,而裂缝检测是生球质量指标(落下强度)检测中的关键步骤。目前生球裂缝检测仍采用人工目测,效率低且检测结果具有主观性,而现有的基于图像处理的裂缝自动检测方法主要针对桥梁、道路、太阳能电池... 球团矿生球制造是炼钢工业中的重要环节,而裂缝检测是生球质量指标(落下强度)检测中的关键步骤。目前生球裂缝检测仍采用人工目测,效率低且检测结果具有主观性,而现有的基于图像处理的裂缝自动检测方法主要针对桥梁、道路、太阳能电池等物体的平直表面上的裂缝,对生球这种小目标曲面上的裂缝检测能力有限,且难以克服生球图像中原材料污渍、生球边缘轮廓、球面反光等多种噪声的干扰,易造成裂缝的误检与漏检。针对这一问题,提出一种基于可调证明滤波器(SEF)的球团矿生球图像裂缝检测方法。首先,针对图像背景中存在的原材料污渍与碎屑干扰,采用主动轮廓模型从图像中分割出感兴趣区域(AOI);然后,针对生球边缘轮廓和球面反光造成的干扰,采用可调证明滤波器生成生球裂缝响应图,实现AOI图像粗分割;接着,利用形态学处理与连通域分析法消除粗分割图像中的生球边缘及噪声点,获得精确的分割结果;最后,采用连通域分析法检测生球是否存在裂缝,并计算出裂缝条数。为验证所提出的方法,搭建了生球图像实验采集平台,采集了约300张具有不同背景和裂缝数量的生球图像。实验结果表明,与现有的5种裂缝检测方法相比,本文方法在裂缝分割准确率、精确率、加权调和平均评价指标上均具有明显优势,检测生球是否存在裂缝的准确率为96%,检测裂缝数量的准确率为90%。本文研究成果为生球落下强度质量指标的自动化、智能化检测奠定了基础。 展开更多
关键词 裂缝检测 裂缝分割 可调证明滤波器 球团矿生球。
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Effect of modified humic acid binder on pelletisation of specularite concentrates 被引量:3
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作者 周友连 张元波 +2 位作者 刘兵兵 李光辉 姜涛 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第4期1247-1255,共9页
A modified humic acid(MHA) binder was tested as a substitute for bentonite to prepare qualified specularite pellets. The results show that there is stronger chemisorption between organic functional groups in MHA binde... A modified humic acid(MHA) binder was tested as a substitute for bentonite to prepare qualified specularite pellets. The results show that there is stronger chemisorption between organic functional groups in MHA binder molecular and specularite particles, improving the green pellet strength. MHA binder has obvious effect on the strength and microstructure of preheated pellets due to the thermal decomposition of organic matters in MHA binder. Appropriately increasing preheating temperature or time can eliminate the adverse impact of organic matters on the preheated pellet strength. Compared with the bentonite pellets, the roasted pellets with MHA binder have a more compact microstructure, and the recrystallization of the Fe2O3 crystal grains is better.Consequently, under optimal conditions, 0.75%(mass fraction) MHA binder pellets have equal or better pellet strengths and contain1.06% more total iron than 2 % bentonite pellets. The testing results indicate that MHA binder is a promising and effective alternative to bentonite for the specularite pellets. 展开更多
关键词 iron ore pellet organic binder specularite humic acid
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Mathematical models and expert system for grate-kiln process of iron ore oxide pellet production.Part Ⅱ:Rotary kiln process control 被引量:7
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作者 范晓慧 王祎 陈许玲 《Journal of Central South University》 SCIE EI CAS 2012年第6期1724-1727,共4页
Rotary kiln process for iron ore oxide pellet production is hard to detect and control.Construction of one-dimensional model of temperature field in rotary kiln was described.And the results lay a solid foundation for... Rotary kiln process for iron ore oxide pellet production is hard to detect and control.Construction of one-dimensional model of temperature field in rotary kiln was described.And the results lay a solid foundation for online control.Establishment of kiln process control expert system was presented,with maximum temperature of pellet and gas temperature at the feed end as control cores,and interval estimate as control strategy.Software was developed and put into application in a pellet plant.The results show that control guidance of this system is accurate and effective.After production application for nearly one year,the compressive strength and first grade rate of pellet are increased by 86 N and 2.54%,respectively,while FeO content is 0.05% lowered.This system can reveal detailed information of real time kiln process,and provide a powerful tool for online control of pellet production. 展开更多
关键词 mathematical model expert system one-dimensional temperature field rotary kiln iron ore oxide pellet
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