萧金瑞｜广州大学｜学者主页

2026

Multi-objective process parameter optimization for GH2132 superalloy milling based on IPSO-BP neural network

Dongwei Li, Jiahao Huang, Lin Huang, Jinrui Xiao, Zhongmin Xiao, Fan Zhang

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

DOI

2026

Enhanced Corrosion Resistance of GCr15 Bearing Steel Via Ultrasonic Shot Peening with ZrO2/Si3N4 Hybrid Media for in Situ Formation of Protective Si3N4 Coating and Oxide Layer

Zhuan Zhao, Anqi Lin, Qiuhao Chen, Yunqi Zhong, Pei He, Wenhao Dou, Jinrui Xiao, Bokai Liao

Metals and Materials International

DOI

2026

Wear resistance improvement of 9Cr18Mo steel by warm–cool ultrasonic shot peening

Jinrui Xiao, Lilin Zhang, Sentao Diao, Liang Xu, Xincheng Xie, Zhongwei Liang

Journal of Manufacturing Processes

DOI

2026

Fabrication of Gradient Structure and Al–Ce Coating for Enhanced Corrosion Resistance of 7075 Aluminum Alloy

Zhongwei Liang, Sentao Diao, Jinrui Xiao, Baiming Hu, Liang Xu, Lilin Zhang

Langmuir

DOI

2026

Composite layer formation on AZ91D magnesium alloy via temperature-assisted ultrasonic shot peening for enhanced wear resistance

Jinrui Xiao, Liang Xu, Sentao Diao, Xincheng Xie, Lilin Zhang, Zhongwei Liang

Ultrasonics

DOI

2026

Tribological performance enhancement of AISI 304 stainless steel by temperature-assisted ultrasonic shot peening

Jinrui Xiao, Qisheng Huang, Tao Wu, Xiao-Li Chen, Mingyue Cai, Zibo Qin, Ruizhi Tang, Jianhui Wang

Surface Topography Metrology and Properties

DOI

2025

Wear resistance enhancement in PTFE composites by the additive of Si3N4 nanoparticles

Jinrui Xiao, Zibo Qin, Mingyue Cai, Yan Hui Liu, Fulin Zhou

Wear

DOI

2025

Fretting wear resistance and mechanical properties evolution of ultrasonic shot peened AlSi10Mg alloy fabricated by selective laser melting

Jinrui Xiao, Z. W. Liu, Mingyue Cai, Sentao Diao, Liang Xu, Zhongwei Liang

Materials Today Communications

DOI

2025

Improving the resistance to high-temperature oxidation of 254SMo super-austenitic stainless steel welds using ultrasonic shot peening-induced gradient nanostructures

X. C. Xie, Zhixiang Zou, Mingchao Chen, Mingchao Chen, Jinrui Xiao, Zhongwei Liang, Jiayi Chen

Ultrasonics

DOI

2025

Fabrication of a composite layer to enhance the tribological performances of AISI 316 L stainless steel

Jinrui Xiao, Bin Hu, X. C. Xie, Yanhui Liu, Fulin Zhou

Construction and Building Materials

DOI

2025

Enhancement of tribological properties by fabricating gradient structure and MoS2 coating on the surface of 06Cr19Ni9 stainless steel

Dongwei Li, Jiahao Li, Qisheng Huang, Zixi Liu, Mingchao Chen, Jinrui Xiao

Surface Topography Metrology and Properties

DOI

2024

强化改性研磨时间对12Cr17Mn6Ni5N钢表层特性及拉伸性能的影响

何鹏，谢鑫成，陈嘉懿，张宇鹏，邹涛，萧金瑞，梁忠伟

《表面技术》

2024

Ultrasonic strengthening grinding process induces α-Al2O3 adhesion to improve high temperature oxidation resistance of TA15 alloy

Zhuan Zhe Zhao, Hui Ying Tang, Jinrui Xiao, Xiaochu Liu, Wenfeng Ding, Zhongwei Liang

Surface and Coatings Technology

DOI

2024

Tribological and mechanical properties improvement of G20CrNiMo alloy via fabricating gradient composite layer through ultrasonic strengthening grinding process

Jinrui Xiao, Bosen Zhang, Yujie Lin, Hui Ying Tang, Zhongwei Liang, X. C. Xie

Materials Today Communications

DOI

2024

Fabrication of gradient structure for enhancing wear resistance of GCr15 bearing steel friction shim

Jinrui Xiao, X. C. Xie, Xiaochu Liu, Dingbin Li, Yun Zhou

Wear

DOI

2024

Wear resistance of Cronidur 30 steel enhanced by optimizing the strengthened grinding process (SGP) parameters using a Box-Behnken design (BBD) method

Zhuan Zhe Zhao, Weilong Chen, Xincheng Xie, Teng Ma, Shanshan Huang, Jinrui Xiao, Zhongwei Liang

Journal of Manufacturing Processes

DOI

2024

Enhanced wear resistance of 304 stainless steel by an improved method based on ultrasonic strengthening grinding process and PTFE coating

Jinrui Xiao, Yan Hui Liu, Jianhui Wang, Ping Tan, Fulin Zhou

Construction and Building Materials

DOI

2024

Mechanical property improvement of wire-arc additive manufactured 06Cr19Ni9 steel based on ultrasonic strengthening grinding process

Jinrui Xiao, Yiteng Zhang, X. C. Xie, Wenfeng Ding, Zhuan Zhe Zhao, Zhongwei Liang

Journal of Materials Research and Technology

DOI

2024

Enhancing the tensile performance of 12Cr17Mn6Ni5N steel weld joints through strengthened grinding process-induced gradient structures

X. C. Xie, Peng Li He, Jiayi Chen, Tao Zou, Yupeng Zhang, Jinrui Xiao, Zhongwei Liang

Journal of Materials Research and Technology

DOI

2023

钢球强化研磨加工时间对GCr15钢球耐磨性的影响

刘晓初，危珊，吴子轩，谢鑫成，陈泽威，萧金瑞

《组合机床与自动化加工技术》

2023

研磨料配比对GCr15轴承钢球硬度影响规律实验研究

谢碧洪，萧金瑞，冯文康，刘晓初，谢鑫成

《新余学院学报》

2023

微纹理覆盖率对铬镍合金表面摩擦磨损性能的影响

谢碧洪，萧金瑞

《辽宁工业大学学报(自然科学版)》

2023

ZL109铝合金切削加工表面粗糙度演变研究

谢碧洪，萧金瑞，唐睿智，王豪，郭超文

《机械制造》

2023

Improved wear resistance of 440C steel ball via ultrasonic strengthening grinding process

Jinrui Xiao, Yiteng Zhang, Zhuan Zhe Zhao, X. C. Xie, Zhongwei Liang

Journal of Materials Processing Technology

DOI

2023

Experimental testing of GCr15 bearing steel with different surface treatments as passive friction energy-dissipative shims

Dingbin Li, Yun Zhou, Xiaochu Liu, Barbara Gwynne Simpson, Jinrui Xiao

Construction and Building Materials

DOI

2023

Improved corrosion resistance properties of CSS-42 L alloy fabricated by strengthening grinding process

Bihong Xie, Jinrui Xiao, Bin Hu, Jiacheng Yang, Ruizhi Tang

Journal of Engineering Research

DOI

2023

Probabilistic fatigue life prediction for CSS-42L bearing in jet strengthen modification grinding using an improved WTP network

Zhongwei Liang, Tao Zou, Yupeng Zhang, Jinrui Xiao, Haiyan Wang, Zhaoyang Liu

Journal of Materials Research and Technology

DOI

2023

Study on the effect of the strengthen grinding process surface coverage on the micro-morphology, micro-hardness, roughness, and residue stress of GCr15 bearing steels

Zhuan Zhe Zhao, X. C. Xie, Gongbin Tang, Muhammad Amin Padhiar, Jinrui Xiao, Zhongwei Liang

Journal of Manufacturing Processes

DOI

2023

Enhanced high-temperature wear resistance of GCr15 steel balls by generating a Ti + Nb diffusion layer via mechanical alloying and NH3·H2O treatment

X. C. Xie, Zhongning Guo, Zhongwei Liang, Jinrui Xiao, Zhuan Zhe Zhao

Surface and Coatings Technology

DOI

2022

强化研磨时间对GCr15轴承钢干摩擦性能的影响

刘晓初，黄建枫，高伟林，黄伟锋，萧金瑞，李萍，吴俊

《组合机床与自动化加工技术》

2022

Tribological Properties of Ti6Al4V Alloy Composite Texture Fabricated by Ultrasonic Strengthening Grinding and Laser Processing

Jinrui Xiao, Yiteng Zhang, Bin Hu, Xiaochu Liu, Zhongwei Liang, Zhuan Zhe Zhao

Materials

DOI

2022

Improved wear properties of GCr15 steel balls by fabricating a surface Ti diffusion layer using mechanical alloying and NH3·H2O treatment

X. C. Xie, Zhongning Guo, Jinrui Xiao, Zhongwei Liang, Shan Wei, Wenkang Feng, Zhuan Zhe Zhao, Xiaochu Liu

Journal of Materials Research and Technology

DOI

2022

The Tribological Properties of 30CrMnSiA Bearing Steels Treated by the Strengthening Grinding Process under Lubrication Wear

Xiaochu Liu, Xiujie Chen, Zhongwei Liang, Tao Zou, Zhaoyang Liu, Jinrui Xiao, Dongwei Li, Diaodiao Yu

Materials

DOI

2022

Enhanced Strength–Ductility Synergy Properties in Selective Laser Melted 316L Stainless Steel by Strengthening Grinding Process

Jinrui Xiao, Tao Zou, Yiteng Zhang, Zhuan Zhe Zhao, Gongbin Tang, X. C. Xie, Zhongwei Liang, Xiaochu Liu

Materials

DOI

2022

The Effect of the Displacement Amplitude on the Fretting Wear of GCr15 Steel with a TiC Coating

Xiaochu Liu, Sen He, Zhuan Zhe Zhao, X. C. Xie, Jinrui Xiao, Zhongwei Liang

Materials

DOI

2022

Salt-Fog Corrosion Behavior of GCr15 Steels Treated by Ultrasonic Strengthening Grinding Process

X. C. Xie, Zhongning Guo, Zhuan Zhe Zhao, Zhongwei Liang, Jun Wu, Xiaochu Liu, Jinrui Xiao

Applied Sciences

DOI

2022

Micromorphology, Microstructure, and Wear Behavior of AISI 1045 Steels Irregular Texture Fabricated by Ultrasonic Strengthening Grinding Process

Jinrui Xiao, Zhuan Zhe Zhao, X. C. Xie, Zhongwei Liang, Zhaoyang Liu, Xiaochu Liu, Ruizhi Tang

Metals

DOI

2021

强化研磨对轴承套圈表面耐蚀性的影响

萧金瑞，梁忠伟，黄建枫，高伟林，刘晓初，陈宥丞

《表面技术》

DOI

2021

基于随机碰撞的GCr15钢强化研磨表面粗糙度数值模拟

刘晓初，刘镇，梁忠伟，黄建枫，高伟林，萧金瑞

《表面技术》

DOI

2021

强化研磨喷射时间对内圈沟道尺寸和残余应力的影响

刘晓初，朱锐，段伟建，何宁，萧金瑞

《轴承》

DOI

2021

Design Optimization Analysis of Venturi Tube for Medium Conveying in Strengthen Grinding Process

Jinrui Xiao, Zhongwei Liang, Xiaochu Liu, Zhuan Zhe Zhao, X. C. Xie

Engineering

DOI

2020

强化研磨加工中喷射角度对GCr15轴承钢板塑性变形的影响

刘晓初，段伟建，梁忠伟，廖俊杰，萧金瑞

《工具技术》

2020

强化研磨微纳加工残余应力的数值模拟分析

康军辉，刘晓初，萧金瑞，谢鑫成

《机电工程技术》

2020

强化研磨微纳加工参数对轴承套圈滚道表面硬度的影响

萧金瑞，刘晓初，梁忠伟，黄建枫，高伟林

《精密成形工程》

2020

Effectiveness prediction of abrasive jetting stream of accelerator tank using normalized sparse autoencoder-adaptive neural fuzzy inference system

Zhongwei Liang, Xiaochu Liu, Guilin Wen, Jinrui Xiao

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

DOI

2020

Adaptive prediction of abrasive impacting pressure effectiveness in strengthen jet grinding using NSAE-ANFIS

Zhongwei Liang, Xiaochu Liu, Jinrui Xiao, Changhong Liu

The International Journal of Advanced Manufacturing Technology

DOI

2020

Preparation and Properties of the Composite Enhancement Layer of Bearing Ring

Xiaochu Liu, Jianfeng Huang, Zhongwei Liang, Weifeng Huang, Rui Zhu, Weilin Gao, Jinrui Xiao

World Journal of Mechanics

DOI

2019

强化研磨喷射角度对GCr15轴承钢加工的影响

梁忠伟，廖俊捷，刘晓初，陈宥丞，萧金瑞

《工具技术》

2018

钢珠损伤对轴承套圈强化研磨加工表面粗糙度和硬度的影响

萧金瑞，刘晓初，梁忠伟，萧仲敏

《表面技术》

2018

基于图像处理下的强化研磨料磨损失效评价

刘晓初，覃哲，萧金瑞，赵传，陈宥丞

《轴承》

2018

强化研磨工艺下轴承滚道表面织构的变化规律

刘晓初，覃哲，赵传，萧金瑞

《轴承》

2017

基于PLC的轴承强化研磨机控制系统设计

萧金瑞，刘晓初，梁忠伟，刘长红，唐睿智

《机床与液压》

2017

Study on the effect of steel ball abrasion on surface hardness of workpiece in strengthen grinding processing

Jinrui Xiao, Xiaochu Liu, Zhongwei Liang, Wenbo Zhou, Zhuan Zhe Zhao, Changhong Liu

DOI

2017

Effect of the Jet Pressure of Reinforced Grinding on the Surface of Bearing Rings

Zhuan Zhao, Xiao-Chu Liu, Jinrui Xiao, Wenbo Zhou, Zhe Qin, Jiahua Zhou

DOI

2015

强化研磨加工中喷射时间对钢球磨损的影响

刘晓初，萧金瑞，张建文，谢碧洪，周俊辉，黄骏

《制造技术与机床》

2014

强化研磨加工的仿真及试验

刘晓初，陈志斌，何铨鹏，黄骏，萧金瑞

《轴承》

2014

轴承强化研磨加工时间对沟道表面残余压应力的影响

谢碧洪，刘晓初，梁忠伟，陈胜，萧金瑞，张建文

《机电工程技术》

2014

轴承套圈沟道强化研磨加工速度优化研究(英文)

萧金瑞，刘晓初，谢碧洪，刘长红，张建文，何铨鹏

《机床与液压》

2014

喷射时间对GCr15钢轴承套圈表面粗糙度的影响

刘晓初，黄骏，肖苏华，何铨鹏，萧金瑞，谢碧洪

《金属热处理》

2014

Study on the Effect upon Wear of Steel Ball from Injection Pressure in Reinforced Grinding Processing

Jinrui Xiao, Xiao-Chu Liu, B.-H. Xie, Jian-Wen Zhang, Jun Huang, Zhi-Bin Chen

DOI

2013

轴承套圈强化研磨表面残余应力试验研究

陈志斌，刘晓初，李文雄，黎福生，萧金瑞，黄骏

《机电工程技术》

2013

强化研磨喷射压力对轴承套圈硬度影响的研究

刘晓初，王豪，黄骏，李文雄，萧金瑞，谢碧洪

《广州大学学报(自然科学版)》

精选作品

期刊论文

Multi-objective process parameter optimization for GH2132 superalloy milling based on IPSO-BP neural network

Enhanced Corrosion Resistance of GCr15 Bearing Steel Via Ultrasonic Shot Peening with ZrO2/Si3N4 Hybrid Media for in Situ Formation of Protective Si3N4 Coating and Oxide Layer

Wear resistance improvement of 9Cr18Mo steel by warm–cool ultrasonic shot peening

Fabrication of Gradient Structure and Al–Ce Coating for Enhanced Corrosion Resistance of 7075 Aluminum Alloy

Composite layer formation on AZ91D magnesium alloy via temperature-assisted ultrasonic shot peening for enhanced wear resistance

Tribological performance enhancement of AISI 304 stainless steel by temperature-assisted ultrasonic shot peening

Wear resistance enhancement in PTFE composites by the additive of Si3N4 nanoparticles

Fretting wear resistance and mechanical properties evolution of ultrasonic shot peened AlSi10Mg alloy fabricated by selective laser melting

Improving the resistance to high-temperature oxidation of 254SMo super-austenitic stainless steel welds using ultrasonic shot peening-induced gradient nanostructures

Fabrication of a composite layer to enhance the tribological performances of AISI 316 L stainless steel

Enhancement of tribological properties by fabricating gradient structure and MoS2 coating on the surface of 06Cr19Ni9 stainless steel

强化改性研磨时间对12Cr17Mn6Ni5N钢表层特性及拉伸性能的影响

Ultrasonic strengthening grinding process induces α-Al2O3 adhesion to improve high temperature oxidation resistance of TA15 alloy

Tribological and mechanical properties improvement of G20CrNiMo alloy via fabricating gradient composite layer through ultrasonic strengthening grinding process

Fabrication of gradient structure for enhancing wear resistance of GCr15 bearing steel friction shim

Wear resistance of Cronidur 30 steel enhanced by optimizing the strengthened grinding process (SGP) parameters using a Box-Behnken design (BBD) method

Enhanced wear resistance of 304 stainless steel by an improved method based on ultrasonic strengthening grinding process and PTFE coating

Mechanical property improvement of wire-arc additive manufactured 06Cr19Ni9 steel based on ultrasonic strengthening grinding process

Enhancing the tensile performance of 12Cr17Mn6Ni5N steel weld joints through strengthened grinding process-induced gradient structures

钢球强化研磨加工时间对GCr15钢球耐磨性的影响

研磨料配比对GCr15轴承钢球硬度影响规律实验研究

微纹理覆盖率对铬镍合金表面摩擦磨损性能的影响

ZL109铝合金切削加工表面粗糙度演变研究

Improved wear resistance of 440C steel ball via ultrasonic strengthening grinding process

Experimental testing of GCr15 bearing steel with different surface treatments as passive friction energy-dissipative shims

Improved corrosion resistance properties of CSS-42 L alloy fabricated by strengthening grinding process

Probabilistic fatigue life prediction for CSS-42L bearing in jet strengthen modification grinding using an improved WTP network

Study on the effect of the strengthen grinding process surface coverage on the micro-morphology, micro-hardness, roughness, and residue stress of GCr15 bearing steels

Enhanced high-temperature wear resistance of GCr15 steel balls by generating a Ti + Nb diffusion layer via mechanical alloying and NH3·H2O treatment

强化研磨时间对GCr15轴承钢干摩擦性能的影响

Tribological Properties of Ti6Al4V Alloy Composite Texture Fabricated by Ultrasonic Strengthening Grinding and Laser Processing

Improved wear properties of GCr15 steel balls by fabricating a surface Ti diffusion layer using mechanical alloying and NH3·H2O treatment

The Tribological Properties of 30CrMnSiA Bearing Steels Treated by the Strengthening Grinding Process under Lubrication Wear

Enhanced Strength–Ductility Synergy Properties in Selective Laser Melted 316L Stainless Steel by Strengthening Grinding Process

The Effect of the Displacement Amplitude on the Fretting Wear of GCr15 Steel with a TiC Coating

Salt-Fog Corrosion Behavior of GCr15 Steels Treated by Ultrasonic Strengthening Grinding Process

Micromorphology, Microstructure, and Wear Behavior of AISI 1045 Steels Irregular Texture Fabricated by Ultrasonic Strengthening Grinding Process

强化研磨对轴承套圈表面耐蚀性的影响

基于随机碰撞的GCr15钢强化研磨表面粗糙度数值模拟

强化研磨喷射时间对内圈沟道尺寸和残余应力的影响

Design Optimization Analysis of Venturi Tube for Medium Conveying in Strengthen Grinding Process

强化研磨加工中喷射角度对GCr15轴承钢板塑性变形的影响

强化研磨微纳加工残余应力的数值模拟分析

强化研磨微纳加工参数对轴承套圈滚道表面硬度的影响

Effectiveness prediction of abrasive jetting stream of accelerator tank using normalized sparse autoencoder-adaptive neural fuzzy inference system

Adaptive prediction of abrasive impacting pressure effectiveness in strengthen jet grinding using NSAE-ANFIS

Preparation and Properties of the Composite Enhancement Layer of Bearing Ring

强化研磨喷射角度对GCr15轴承钢加工的影响

钢珠损伤对轴承套圈强化研磨加工表面粗糙度和硬度的影响

基于图像处理下的强化研磨料磨损失效评价

强化研磨工艺下轴承滚道表面织构的变化规律

基于PLC的轴承强化研磨机控制系统设计

Study on the effect of steel ball abrasion on surface hardness of workpiece in strengthen grinding processing

Effect of the Jet Pressure of Reinforced Grinding on the Surface of Bearing Rings

强化研磨加工中喷射时间对钢球磨损的影响

强化研磨加工的仿真及试验

轴承强化研磨加工时间对沟道表面残余压应力的影响

轴承套圈沟道强化研磨加工速度优化研究(英文)

喷射时间对GCr15钢轴承套圈表面粗糙度的影响

Study on the Effect upon Wear of Steel Ball from Injection Pressure in Reinforced Grinding Processing

轴承套圈强化研磨表面残余应力试验研究

强化研磨喷射压力对轴承套圈硬度影响的研究

研究方向