Advanced Search
HE Youyou, LIU Weijie, LI Qi. Multivariate nonlinear regression design of resistance spot welding for an advanced hot-formed steel[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2016, 37(7): 75-78.
Citation: HE Youyou, LIU Weijie, LI Qi. Multivariate nonlinear regression design of resistance spot welding for an advanced hot-formed steel[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2016, 37(7): 75-78.

Multivariate nonlinear regression design of resistance spot welding for an advanced hot-formed steel

More Information
  • Received Date: September 20, 2014
  • The effect of spot welding parameters on joint quality of advanced hot-formed steel was investigated using multivariate nonlinear regression orthogonal experiments. The shear strength of joint and the diameter of weld nugget were taken as the main indexes representing the quality of welded joint. With electrode pressure, welding current and welding time as the process parameters, their interactive correlation was analyzed. Nine experiments were designed by orthogonal theory. According to regression theory, a ternary quadratic non-linear regression equation was built and the residual standard deviation was calculated. The results show that the regression model could be used to predict the shear strength of joint and the diameter of weld nugget.
  • 杨海军,张延松,来新民,等.双相钢点焊熔核界面撕裂失效模式评价[J].焊接学报,2011,32(2):62-65.Yang Haijun,Zhang Yansong,Lai xinming,et al.Evaluation on interfacial fracture mode of resistance spot weld dual-phase steels[J].Transactions of the China Welding Institution,2011,32(2):62-65.
    姜超,单忠德,庄百亮,等.热冲压成形22MnB5钢板的组织和性能[J].材料热处理学报,2012,33(3):78-81.Jiang Chao,Shan Zhongde,Zhuang Bailiang,et al.Microstructure and propertied of hot stamping 22MnB5 steel[J].Transactions of materials and heat treatment,2012,33(3):78-81.
    闫术.高强塑积Q&P钢组织性能研究[D].东北大学,2012.
    常云龙,苏杭,常荣辉,等.熔核尺寸和点焊工艺参数的回归模型[J].沈阳工业大学学报,2007,29(6):655-658.Chang Yunlong,Su Hang,Chang Ronghui,et al.Regression model between nugget size and processing parameters[J].Journal of Shenyang University of Technology.2007,29(6):655-658.
    傅延安,张红,潘华.热镀锌双相高强钢电阻点焊焊点力学性能的研究[J].宝钢技术,2005,(1):46-49.Fu Yanan,Zhang Hong,Pan Hua.Research on mechanical behavior of welding spot of high-gtrength galvanized sheet with dua-l phase[J].Bao-Steel Technology,2005,(1):46-49.
    沈琦,李永兵,陈关龙,等.永磁体磁场对双相高强钢电阻点焊质量的影响[J].焊接学报,2011,32(4):21-24.Shen Qi,Li Yongbing,Chen Guanlong,et al.Impact of external magnetic field generated by permanent magnet on quality of dual phase high strength steel by resistance spot welding[J].Transactions of the China Welding Institution,2011,32(4):21-24.
    Park Y J.Quality evaluation by classification of electrode force patterns in the resistance spot welding process using neural networks[J].Journal of Engineering Manufacture,2004,244(11):1513-1524.
  • Related Articles

    [1]DONG Jianwei, HU Jianming, LUO Zhen. Quality prediction of aluminum alloy resistance spot welding based on correlation analysis and SSA-BP neural network[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2024, 45(2): 13-18, 32. DOI: 10.12073/j.hjxb.20230226001
    [2]LI Suli, YANG Laixia, LU Bingheng. Analysis of different occlusal modes and bite force of mandible[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2020, 41(11): 54-61, 82. DOI: 10.12073/j.hjxb.20200514001
    [3]ZHANG Long, ZENG Kai, HE Xiaocong, SUN Xinyu. Comparison of joint performance between spot weld bonding and resistance spot welding of titanium alloy[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2018, 39(1): 55-30. DOI: 10.12073/j.hjxb.2018390013
    [4]YANG Youwen, TIAN Zongjun, PAN Hu, WANG Dongsheng, SHEN Lida. Geometry quality prediction of Ni-based superalloy coating by laser cladding based on neural network and genetic algorithm[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2013, (11): 78-82.
    [5]ZHANG Yiliang, CUI Shuanwei, LI Xiaoyan. Comparative analysis of residual stress of main components of hydraulic support[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2013, (7): 89-92.
    [6]LIU Lipeng, WANG Wei, DONG Peixin, WEI Yanhong. Mechanical properties predication system for welded joints based on neural network optimized by genetic algorithm[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2011, (7): 105-108.
    [7]LIU Lijun, WANG Qi, LAN Hu, ZHENG Hongyan, LI Feng. Feature extraction of arc sound signal in MIG welding based on linear prediction analysis[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2010, (7): 35-38.
    [8]XIN Liming, ZHAO Mingyang, XU Zhigang. Misalignment production and its prediction model in tailored blank laser welding[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2008, (11): 89-92, 96.
    [9]DONG Zhibo, WEI Yanhong, Zhan Xiaohong, WEI Yongqiang. Optimization of mechanical properties prediction models of welded joints combined neural network with genetic algorithm[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2007, (12): 69-72.
    [10]MA Yue-zhou, MA Chun-wei, ZHANG Peng-xian, CHEN Jian-hong. The Model of Spatter Prediction in CO2 Arc Welding Based on the Character of Sound Signal[J]. TRANSACTIONS OF THE CHINA WELDING INSTITUTION, 2002, (3): 19-22.

Catalog

    Article views (386) PDF downloads (326) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return