The processing parameters optimization of UVAM-processed CuNiAl alloy based on surface integrity parameters

Xin Chen; Jian Wang; Wenhan Zeng; Xiaojun Liu; Kan Zheng; Jane Jiang; Wenlong Lu

doi:10.1016/j.triboint.2022.107955

The processing parameters optimization of UVAM-processed CuNiAl alloy based on surface integrity parameters

Xin Chen, Jian Wang, Wenhan Zeng, Xiaojun Liu, Kan Zheng, Jane Jiang, Wenlong Lu

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Abstract

The surface integrity of a material has a significant impact on fretting wear performance. Based on the analysis of the material surface integrity, the machining parameters were optimized to obtain the best fretting wear performance of CuNiAl alloy. First, the effects of ultrasonic vibration-assisted milling (UVAM) processing parameters on the surface integrity of CuNiAl alloy were studied. Consequently, the relationship between UVAM processing parameters and CuNiAl alloy surface integrity parameters was established through the optimized support vector machine (PSO-SVM) model. The relationship between the surface integrity parameters, processing parameters, and fretting wear performance was established. The best fretting wear performance was obtained at a spindle speed of 147.4 m/min, feed rate of 76 mm/min, and vibration current of 199.5 mA.

Original language	English
Article number	107955
Number of pages	14
Journal	Tribology International
Volume	177
Early online date	19 Oct 2022
DOIs	https://doi.org/10.1016/j.triboint.2022.107955
Publication status	Published - 1 Jan 2023

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Accepted manuscriptAccepted author manuscript, 366 KBLicence: CC BY-NC-ND

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title = "The processing parameters optimization of UVAM-processed CuNiAl alloy based on surface integrity parameters",

abstract = "The surface integrity of a material has a significant impact on fretting wear performance. Based on the analysis of the material surface integrity, the machining parameters were optimized to obtain the best fretting wear performance of CuNiAl alloy. First, the effects of ultrasonic vibration-assisted milling (UVAM) processing parameters on the surface integrity of CuNiAl alloy were studied. Consequently, the relationship between UVAM processing parameters and CuNiAl alloy surface integrity parameters was established through the optimized support vector machine (PSO-SVM) model. The relationship between the surface integrity parameters, processing parameters, and fretting wear performance was established. The best fretting wear performance was obtained at a spindle speed of 147.4 m/min, feed rate of 76 mm/min, and vibration current of 199.5 mA.",

keywords = "Fretting wear, UVAM, Surface integrity, Parameters optimization",

author = "Xin Chen and Jian Wang and Wenhan Zeng and Xiaojun Liu and Kan Zheng and Jane Jiang and Wenlong Lu",

note = "Funding Information: The article was supported by National Natural Science Foundation of China ( 52075222 ), Natural Science Foundation for Distinguished Young Scholars of Hubei Province of PRC ( 2019CFA038 ), Shen Zhen Technical Research Project ( JCYJ20190809181005690 ). Publisher Copyright: {\textcopyright} 2022 Elsevier Ltd",

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doi = "10.1016/j.triboint.2022.107955",

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T1 - The processing parameters optimization of UVAM-processed CuNiAl alloy based on surface integrity parameters

AU - Chen, Xin

AU - Wang, Jian

AU - Zeng, Wenhan

AU - Liu, Xiaojun

AU - Zheng, Kan

AU - Jiang, Jane

AU - Lu, Wenlong

N1 - Funding Information: The article was supported by National Natural Science Foundation of China ( 52075222 ), Natural Science Foundation for Distinguished Young Scholars of Hubei Province of PRC ( 2019CFA038 ), Shen Zhen Technical Research Project ( JCYJ20190809181005690 ). Publisher Copyright: © 2022 Elsevier Ltd

PY - 2023/1/1

Y1 - 2023/1/1

N2 - The surface integrity of a material has a significant impact on fretting wear performance. Based on the analysis of the material surface integrity, the machining parameters were optimized to obtain the best fretting wear performance of CuNiAl alloy. First, the effects of ultrasonic vibration-assisted milling (UVAM) processing parameters on the surface integrity of CuNiAl alloy were studied. Consequently, the relationship between UVAM processing parameters and CuNiAl alloy surface integrity parameters was established through the optimized support vector machine (PSO-SVM) model. The relationship between the surface integrity parameters, processing parameters, and fretting wear performance was established. The best fretting wear performance was obtained at a spindle speed of 147.4 m/min, feed rate of 76 mm/min, and vibration current of 199.5 mA.

AB - The surface integrity of a material has a significant impact on fretting wear performance. Based on the analysis of the material surface integrity, the machining parameters were optimized to obtain the best fretting wear performance of CuNiAl alloy. First, the effects of ultrasonic vibration-assisted milling (UVAM) processing parameters on the surface integrity of CuNiAl alloy were studied. Consequently, the relationship between UVAM processing parameters and CuNiAl alloy surface integrity parameters was established through the optimized support vector machine (PSO-SVM) model. The relationship between the surface integrity parameters, processing parameters, and fretting wear performance was established. The best fretting wear performance was obtained at a spindle speed of 147.4 m/min, feed rate of 76 mm/min, and vibration current of 199.5 mA.

KW - Fretting wear

KW - UVAM

KW - Surface integrity

KW - Parameters optimization

UR - http://www.scopus.com/inward/record.url?scp=85140060302&partnerID=8YFLogxK

U2 - 10.1016/j.triboint.2022.107955

DO - 10.1016/j.triboint.2022.107955

M3 - Article

VL - 177

JO - Tribology International

JF - Tribology International

SN - 0301-679X

M1 - 107955

ER -

The processing parameters optimization of UVAM-processed CuNiAl alloy based on surface integrity parameters

Abstract

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