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基于Fitnet的刀具磨损量预测方法研究 被引量:4
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作者 杨丰 李云 《机床与液压》 北大核心 2018年第14期50-51,59,共3页
针对切削难加工材料时刀具磨损对加工质量的影响,通过实验研究PCBN刀具切削硬质合金YG10材料的刀具磨损机制,在一定的切削参数条件下,利用Fitnet神经网络预测刀具磨损规律,获得较好的磨损量预测精度,为刀具加工补偿提供了理论依据。
关键词 刀具磨损机制 fitnet神经网络 难加工材料
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基于FITNET FFS模型的腐蚀管道失效概率敏感性分析 被引量:13
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作者 张晓 帅健 《中国安全生产科学技术》 CAS CSCD 北大核心 2018年第8期80-85,共6页
为了获取影响腐蚀管道失效概率的关键因素及敏感性规律,基于FITNET FFS模型,采用可靠性理论对国内某腐蚀管道的失效概率进行计算和分析。通过全寿命方法计算了腐蚀增长速率,从而得到了与时间相关的腐蚀管道损伤概率模型,并采用蒙特卡罗... 为了获取影响腐蚀管道失效概率的关键因素及敏感性规律,基于FITNET FFS模型,采用可靠性理论对国内某腐蚀管道的失效概率进行计算和分析。通过全寿命方法计算了腐蚀增长速率,从而得到了与时间相关的腐蚀管道损伤概率模型,并采用蒙特卡罗模拟算法进行求解,得出了不同年限下腐蚀管道的失效概率;采用变异系数法对各影响因素进行参数敏感性分析。研究结果表明:管道直径、壁厚及径向腐蚀速率的分散性对管道失效概率具有双向扰动作用,其机理在于随机变量的分散性和腐蚀速率同时影响失效概率的波动,开始阶段随机变量分散性起主导作用,两者在管道失效概率达到50%会趋于一个平衡状态,之后腐蚀速率起主要支配作用;另外,管材的抗拉强度对腐蚀管道失效概率的影响较屈服强度的影响更大,可靠性分析时采用只考虑屈服强度的强度模型将存在一定的局限性,建议同时考虑管材抗拉强度的影响。 展开更多
关键词 腐蚀管道 可靠性 fitnetFFS 蒙特卡罗模拟 敏感性分析
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Fracture Assessment for Electron Beam Welded Damage Tolerant Ti-6Al-4V Alloy by the FITNET Procedure 被引量:3
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作者 LU Wei SHI Yaowu +1 位作者 LI Xiaoyan LEI Yongping 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第5期1013-1021,共9页
Fracture assessment of the cracked structures is essential to avoiding fracture failure.A number of fracture assessment procedures have been proposed for various steel structures.However,the studies about the applicat... Fracture assessment of the cracked structures is essential to avoiding fracture failure.A number of fracture assessment procedures have been proposed for various steel structures.However,the studies about the application of available procedures for titanium alloy structures are scarcely reported.Fracture assessment for the electron beam(EB) welded thick-walled damage tolerant Ti-6Al-4V(TC4-DT) alloy is performed by the fitness-for-service(FFS) FITNET procedure.Uniaxial tensile tests and fracture assessment tests of the base metal and weld metal are carried out to obtain the input information of assessment.The standard options and advanced options of FITNET FFS procedure are used to the fracture assessment of the present material.Moreover,the predicted maximum loads of compact tensile specimen using FITNET FFS procedure are verified with the experimental data of fracture assessment tests.As a result,it is shown that the mechanical properties of weld metal are inhomogeneous along the weld depth.The mismatch ratio M is less than 10% at the weld top and middle,whereas more than 10% at the weld bottom.Failure assessment lines of standard options are close to that of advanced option,which means that the standard options are suitable for fracture assessment of the present welds.The accurate estimation of the maximum loads has been obtained by fracture assessment of standard options with error less than 6%.Furthermore,there are no potential advantages of applying higher options or mismatch options.Thus,the present welded joints can be treated as homogeneous material during the fracture assessment,and standard option 1 can be used to achieve accurate enough results.This research provides the engineering treatment methods for the fracture assessment of titanium alloy and its EB welds. 展开更多
关键词 fitnet FFS procedure fracture assessment analysis electron beam welding thick-walled plates titanium alloy
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