Optimization of Shot Peening Effective Parameters on Surface Hardness Improvement

被引：28

作者：

Maleki, Erfan ^{[1
,2
]}

Unal, Okan ^{[3
]}

机构：

[1] Sharif Univ Technol, Mech Engn Dept, Int Campus, Kish Isl 111558639, Iran

[2] Politecn Milan, Mech Engn Dept, I-23994488 Milan, Italy

[3] Karabuk Univ, Mech Engn Dept, TR-78050 Karabuk, Turkey

来源：

METALS AND MATERIALS INTERNATIONAL | 2021年 / 27卷 / 09期

关键词：

Shot peening; Surface treatments; Hardness; Modeling; Artificial neural network; ARTIFICIAL NEURAL-NETWORK; FINITE-ELEMENT SIMULATION; FATIGUE BEHAVIOR; RESIDUAL-STRESS; CARBON-STEEL; AISI; 304; MODEL; MICROSTRUCTURE; DEFORMATION; PREDICTION;

D O I：

10.1007/s12540-020-00758-x

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Shot peening is well-known process for mechanical properties integrity in metallic materials. In present study influences of different shot peening treatments on the surface hardness of different carbon steels were investigated experimentally and then alternative approach by using artificial neural network is presented for hardness prediction of the shot peened surface. After modeling a comprehensive parametric investigations and sensitivity analysis were applied according to the influence of the related effective parameters on surface hardness improvements. Graphic

引用

页码：3173 / 3185

页数：13

共 50 条

[21] Optimization of a shot peening process
Petit-Renaud, F.
Evans, J. T.
Metcalfe, A. V.
Shaw, B. A.
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART L-JOURNAL OF MATERIALS-DESIGN AND APPLICATIONS, 2008, 222 (L4) : 277 - 289
[22] Effect of a moving automated shot peening and peening parameters on surface integrity of Low carbon steel
Mohamed, AL-Mokhtar O.
Farhat, Zoheir
Warkentin, Andrew
Gillis, James
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2020, 277
[23] Surface Modification by Shot Peening by Using Cu Addition Fine Media with High Hardness
Sawada, Toshiyuki
Yanagitani, Akihiko
Kakeshita, Tomoyuki
JOURNAL OF THE JAPAN INSTITUTE OF METALS AND MATERIALS, 2013, 77 (08) : 300 - 306
[24] Effect of shot peening coverage on hardness, residual stress and surface morphology of carburized rollers
Wu, Jizhan
Liu, Huaiju
Wei, Peitang
Zhu, Caichao
Lin, Qinjie
SURFACE & COATINGS TECHNOLOGY, 2020, 384 (384):
[25] SURFACE-ROUGHNESS, HARDNESS, AND METALLOGRAPHIC STRUCTURES OF CIRCULAR SAWS TENSIONED BY SHOT PEENING
MATSUMOTO, I
UMETSU, J
NOGUCHI, M
MOKUZAI GAKKAISHI, 1994, 40 (07): : 766 - 771
[26] Surface treatment by shot peening
Kobayashi, Yuji
Seimitsu Kogaku Kaishi/Journal of the Japan Society for Precision Engineering, 2015, 81 (12): : 1062 - 1066
[27] Impact of Impulse Shot Peening Parameters on Properties of Stainless Steel Surface
Wiertel, M.
Zaleski, K.
Gorgol, M.
Skoczylas, A.
Zaleski, R.
ACTA PHYSICA POLONICA A, 2017, 132 (05) : 1611 - 1615
[28] Surface hardness improvement in high efficiency deep grinding process by optimization of operating parameters
Shahri, Hamid Reza Fazli
Akbari, Ali Akbar
Mandavinejad, Ramezanali
Solati, Ali
JOURNAL OF COMPUTATIONAL APPLIED MECHANICS, 2018, 49 (01): : 171 - 178
[29] The improvement of the surface hardness of stainless steel and aluminium alloy by ultrasonic cavitation peening
Janka, Stykova
Milos, Mueller
Jan, Hujer
EXPERIMENTAL FLUID MECHANICS 2016 (EFM16 ), 2017, 143
[30] numerical simulation of shot peening based on surface coverage and shot peening intensity
Cao, Yuntai
Niu, Tianhao
Gai, Pengtao
Xu, Wujiao
Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2024, 55 (01): : 69 - 79

← 1 2 3 4 5 →