Application practice of big data technology in quality control of silicon steel products#br#

Abstract

Abstract: The magnetic performance index of silicon steel products is one of the most critical quality indexes. However, at present, 100 % determination of magnetic performance depends on the offline laboratory test results of samples, and the measurement results of the online detector configured in the production line cannot be applied in practice due to the accuracy problem.Based on the existing quality control system of silicon steel products, big data technology was used to analyze and model the production data in this paper, and different magnetic property index online detection models was constructed , and the integrated deployment of the model based on the existing information system was completed. Finally, the fulllength and multiindex magnetic properties of silicon steel products were realized, and functional applications such as sampling optimization, precise cutting and auxiliary comprehensive judgment were developed to further optimize the quality control system of silicon steel products.

Key words: silicon steel, magnetic properties, big data technology, quality control

HUANG Wangya, TANG Hongbo, SU Yicai, WEN Guanghao, SHEN Jie, ZHAO Bin. Application practice of big data technology in quality control of silicon steel products#br#[J]. Electrical Steel, 2022, 4(2): 33-.

[1]	LIU Qingsong, PEI Yinghao, SHI Lifa, XIA Xuelan, CHENG Guoqing, QI Xuan. Effect of annealing temperature on microstructure and properties of 3.0 % Si cold rolled non-oriented silicon steel [J]. Electrical Steel, 2022, 4(2): 9-.
[2]	HUANG Wangya, TANG Hongbo, ZHAO Bin, NIE Huang, WEN Guanghao, FANG Xianshi. Application of digital integration of silicon steel manufacturing management business under cloud-edge integration architecture#br# [J]. Electrical Steel, 2022, 4(2): 24-.
[3]	WANG Chaolei, ZHU Yongzhang, LU Wei, MA Zhengqiang. Data acquisition application and development of sendzimir mill based on iba platform#br# [J]. Electrical Steel, 2022, 4(2): 27-.
[4]	CHEN Mingxia, PEI Yinghao, SHI Lifa, QI Xuan, XIA Xuelan, ZHAN Yungao. Effects of annealing temperature on microstructural texture and magnetic properties of 3.1 % Si non-oriented silicon steel#br# [J]. Electrical Steel, 2022, 4(1): 31-.
[5]	YAN Jianghui, ZHAO Yanling, TANG Hui, LI Hongpeng, ZHOU Defeng, YUE Erbin, FAN Lifeng. Research on industrial production of high-performance oriented silicon steel [J]. Electrical Steel, 2022, 4(1): 36-.
[6]	JU Jianghao, HUANG Wangya, ZHAO Bin. Research on predictation,classification and early warning method of normalizing annealing furnace roll marks on silicon steel [J]. Electrical Steel, 2022, 4(1): 44-.
[7]	LI Yulin, LI Jianwei , TIAN Baozhi, ZHANG Hang, PEI Ruilin. Research and development on high-strength silicon steel application technology of new generation new energy vehicle driving motor#br# [J]. Electrical Steel, 2021, 3(6): 8-.
[8]	GAO Zhenyu, CHEN Chunmei , LI Lei, LIU Wenpeng,  HUANG Yongzhe, LUO Li, LI Yadong. Effect of Ti and S on precipitates of high grade nonoriented silicon steel [J]. Electrical Steel, 2021, 3(6): 13-.
[9]	FU Junfa. The online replacement of furnace roll of horizontal annealing furnace for cold rolled non-oriented silicon steel#br# [J]. Electrical Steel, 2021, 3(6): 37-.
[10]	JIANG Nan, HE Guosai, CHEN Meng, CHEN Xi. Application research on the rolling of non-oriented silicon steel by full frame high speed steel rolls [J]. Electrical Steel, 2021, 3(6): 40-.
[11]	YANG Ping, LI Yang, GU Xinfu, ZHANG Haili, JIA Zhiwei. Analyses of the stability of microstructure and texture and the surface effects of thin gauge grain oriented silicon steel during abnormal grain growth [J]. Electrical Steel, 2021, 3(5): 1-.
[12]	ZHANG Haili, JIA Zhiwei, LI Yang, LUO Li, ZHANG Jing, LI Li, YANG Ping, JIANG Qiwu. Development of 0.20 mm thin gauge grainoriented silicon steel anddiscussion on key process parameters [J]. Electrical Steel, 2021, 3(5): 10-.
[13]	GUI Pan. Study on evolution of microstructure and texture in grainorientedsilicon steel with low temperature reheating [J]. Electrical Steel, 2021, 3(5): 15-.
[14]	XU Jinsong. Value and market opportunity of grainoriented silicon steelunder carbon peak and carbon neutralization strategy [J]. Electrical Steel, 2021, 3(5): 21-.
[15]	HU Chunyang, SONG Renbo, WANG Yuqi, WANG Yongjin, ZHAO Zhiyang, ZHANG Yingchao. Effect of normalization annealing on texture and magnetic properties of 27AHSW450 high strength nonoriented silicon steel [J]. Electrical Steel, 2021, 3(5): 25-.

Application practice of big data technology in quality control of silicon steel products#br#

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments