Multi-Objective Optimization of Laser Cladding Parameters for Remanufacturing Repair of Hydraulic Support Cylinders

被引:0
|
作者
Wang, Yanyan [1 ]
Qiu, Yuan [1 ]
Li, Zhijun [2 ]
Tian, Jun [2 ]
Li, Anjun [1 ]
Li, Jiahao [1 ]
Zhang, Junfeng [1 ]
机构
[1] Shaanxi Univ Technol, Sch Mech Engn, Hanzhong 723000, Peoples R China
[2] Hanzhong Liaoyuan Aeroelectromech Engn Co Ltd, Hanzhong 723000, Peoples R China
关键词
laser cladding; multi-objective optimization; factor analysis; response surface methodology; adaptive chaotic differential evolution algorithm; COATINGS; ALLOY;
D O I
10.3390/coatings14070863
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to obtain the optimal cladding process parameters for repairing the inner wall of the cylinder, 316L stainless steel powder was laser clad onto 27SiMn steel, which is the base material of the inner wall of the cylinder. The CCD (Central Combination Design) experiment scheme was designed by the response surface method. A surrogate model between input variables (laser power, scanning speed, and powder-feeding speed) and response values (intactness, dilution rate, and the micro-hardness of the cladding layer) was established. The adaptive chaotic differential evolution algorithm (ACDE) was used to optimize the process parameters and the optimization results were verified by experiments. The results show that the optimum parameters are a laser power of 1350 w, a scanning speed of 11.7 mm/s, and a powder-feeding rate of 2.5 g/min. After cladding, the macroscopic quality of the cladding layer was increased by 11.1%, the micro-hardness was increased by 7.1%, and the dilution rate was reduced by 24.7%. During the friction wear experiments, it was found that the maximum wear depth of the optimal specimen was 149.72 mu m, which was smaller and more wear-resistant than the specimen in the control group. The results provide theoretical data for the repair and strengthening of the inner wall of the hydraulic support cylinder.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Multi-objective optimization of process parameters for rectangular laser cladding of Fe-based alloy wear-resistant coatings
    Zhang, Yanjing
    Zhan, Hua
    Wan, Qiang
    Wang, Ruijun
    Zhang, Xingmei
    Wang, Wei
    SURFACE & COATINGS TECHNOLOGY, 2025, 503
  • [22] Multi-Objective Optimization of Coaxial Powder Feeding Laser Cladding Based on NSGA-II
    Zhao Kai
    Liang Xudong
    Wang Wei
    Yang Ping
    Hao Yunbo
    Zhu Zhongliang
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2020, 47 (01):
  • [23] Multi-objective optimization of coating properties and cladding efficiency in 316L/WC composite laser cladding based on grey relational analysis
    Lian, Guofu
    Xiao, Shihong
    Zhang, Yang
    Jiang, Jibin
    Zhan, Youji
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 112 (5-6) : 1449 - 1459
  • [24] An Integrated Method for Multi-Objective Optimization of Multi-Pass Fe50/TiC Laser Cladding on AISI 1045 Steel based on Grey Relational Analysis and Principal Component Analysis
    Wang, Qianting
    Zeng, Xianbin
    Chen, Changrong
    Lian, Guofu
    Huang, Xu
    COATINGS, 2020, 10 (02)
  • [25] Multi-objective optimization of process parameters of laser cladding 15-5PH alloy powder based on gray-fuzzy taguchi approach
    Du, Yanbin
    He, Guohua
    Zhou, Zhijie
    Xu, Lei
    Huang, Meina
    ENGINEERING RESEARCH EXPRESS, 2023, 5 (02):
  • [26] Multi-objective design optimization of dental implant geometrical parameters
    Moradi, Hamidreza
    Aein, Roozbeh Beh
    Youssef, George
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, 2021, 37 (09)
  • [27] Laser Cladding Remanufacturing and Repair of Agricultural Tractor Spindle
    Wang Jiasheng
    Shu Linsen
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (07)
  • [28] Multi-Objective Process Optimization of Laser Cladding Co-Based Alloy by Process Window and Grey Relational Analysis
    Yue, Haitao
    Lv, Ning
    Guo, Chenguang
    Zhai, Jianhua
    Dai, Weibing
    Zhang, Jianzhuo
    Zhao, Guochao
    COATINGS, 2023, 13 (06)
  • [29] Multi-objective optimization of hydraulic shovel using evolutionary algorithm
    Xu, Gongyue
    Feng, Zemin
    Guo, Erkuo
    Cai, Changwang
    Ding, Huafeng
    AUTOMATION IN CONSTRUCTION, 2022, 142
  • [30] Fuzzy Multi-Objective Optimization of Passive Suspension Parameters
    Song, Chong-zhi
    Zhao, You-qun
    FUZZY INFORMATION AND ENGINEERING, 2010, 2 (01) : 87 - 100