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2021 | OriginalPaper | Chapter

Application of the Infrared Sensitive Technology in Hot Straightening Machines Based on Data Analysis

Author : Yacan Sun

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

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Abstract

In the current leaf spring production, side bending is an important issue affecting the quality of leaf spring. Once the leaf spring is bent, the strength of the product will be greatly reduced. Moreover, leaf springs will not be assembled and will be directly assessed as “waste products”. It is common that we will straighten the leaf spring with a punch immediately after blanking. But after the data analysis of the whole production process, we found many meaningful data. In the following processes, such as the spring eye, heating, quenching and shot blasting, there is a high probability that side bending will occur again, which greatly affects the product precision and reduces the production efficiency. After analyzing the collected data, it has been found that the application of the infrared sensitive technology in hot straightening machines can greatly improve the efficiency of the straightening machines. Besides, the transformation and upgrading of the whole production process can be promoted by solving the problem of the side bending of the leaf spring as a breakthrough. Therefore, it is of great significance to combine the infrared sensitive technology with hot straightening machines.

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Literature
1.
go back to reference Jayakumar, P., Alanoly, J., Johnson, R.: Three-link leaf-spring model for road loads. SAE Technical Paper, pp. 85–106 (2005) Jayakumar, P., Alanoly, J., Johnson, R.: Three-link leaf-spring model for road loads. SAE Technical Paper, pp. 85–106 (2005)
2.
go back to reference Kong, Y.S., Omar, M.Z., Chihuahua, L.B.: Fatigue life prediction of parabolic leaf spring under various road condition. Eng. Fail. Anal. 46, 92–103 (2014)CrossRef Kong, Y.S., Omar, M.Z., Chihuahua, L.B.: Fatigue life prediction of parabolic leaf spring under various road condition. Eng. Fail. Anal. 46, 92–103 (2014)CrossRef
3.
go back to reference Al-Obaidi, A.J., Ahmed, S.J., Sukar, H.M.: The effect of factors on the flexural of the composite leaf spring. Mater. Today Proc. 20(09), 566–571 (2020)CrossRef Al-Obaidi, A.J., Ahmed, S.J., Sukar, H.M.: The effect of factors on the flexural of the composite leaf spring. Mater. Today Proc. 20(09), 566–571 (2020)CrossRef
4.
go back to reference Ke, J., Qian, C., Zhenyu, W., Xudong, H., Yuan, Y.: A theoretical model used for determining the stiffness of composite leaf springs with a main spring and an auxiliary spring. J. Braz. Soc. Mech. Sci. Eng. 42(4), 1121–1129 (2019) Ke, J., Qian, C., Zhenyu, W., Xudong, H., Yuan, Y.: A theoretical model used for determining the stiffness of composite leaf springs with a main spring and an auxiliary spring. J. Braz. Soc. Mech. Sci. Eng. 42(4), 1121–1129 (2019)
5.
go back to reference Cue, Z.P., Li, M., Li, Y.H.: A simplified flexible multistory dynamics for a main landing gear with flexible leaf spring. Shock Vib. 2014, 95–116 (2014) Cue, Z.P., Li, M., Li, Y.H.: A simplified flexible multistory dynamics for a main landing gear with flexible leaf spring. Shock Vib. 2014, 95–116 (2014)
6.
go back to reference Wang, X., Zhang, Z., Peng, Z.: Development and technology of large thickness TMCP steel plate with 390MPA grade used for engineering machinery. HSLA Steels Microalloying Offshore Eng. Steels 16(4), 816–821 (2016) Wang, X., Zhang, Z., Peng, Z.: Development and technology of large thickness TMCP steel plate with 390MPA grade used for engineering machinery. HSLA Steels Microalloying Offshore Eng. Steels 16(4), 816–821 (2016)
7.
go back to reference Ren, Z., Xiao, H., Liu, X., et al.: Experimental and theoretical analysis of roll flattening in the deformation zone for ultra-thin strip rolling. Ironmaking Steelmaking 45(9), 805–812 (2017)CrossRef Ren, Z., Xiao, H., Liu, X., et al.: Experimental and theoretical analysis of roll flattening in the deformation zone for ultra-thin strip rolling. Ironmaking Steelmaking 45(9), 805–812 (2017)CrossRef
8.
go back to reference Katoh, T., Urata, E., Nakanishi, M., et al.: Control for straightening process of seamless pipe. JSME Int. J. Ser. 3 Vib. Control Eng. Eng. Ind. 34(3), 427–432 (1991) Katoh, T., Urata, E., Nakanishi, M., et al.: Control for straightening process of seamless pipe. JSME Int. J. Ser. 3 Vib. Control Eng. Eng. Ind. 34(3), 427–432 (1991)
9.
go back to reference Maksimov, E.A., Shatalov, R.L.: A study of the parameters for hot straightening of thick steel plates on a roller straightening machine. Metallurgist 62(1–2), 132–137 (2018)CrossRef Maksimov, E.A., Shatalov, R.L.: A study of the parameters for hot straightening of thick steel plates on a roller straightening machine. Metallurgist 62(1–2), 132–137 (2018)CrossRef
Metadata
Title
Application of the Infrared Sensitive Technology in Hot Straightening Machines Based on Data Analysis
Author
Yacan Sun
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4572-0_45

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