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力学学报  2004 

A Study Of Calculating Methods For Residual Strength Of Corrosion Pipelines
腐蚀管道的剩余强度计算方法研究

Keywords: corrosion pipeline,residual strength,neural network,genetic algorithm
腐蚀管道
,剩余强度,BP神经网络,遗传算法

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Abstract:

In this paper, common criterions about residual strength evaluation at home and abroad are generalized and seven methods are acquired, namely ASME-B31G, DM, Wes-2805-97,CVDA-84 and J integral methods. BP neural network are combined with genetic algorithm (GA) named by modified BP-GA methods to successfully predict residual strength and critical pressure of injecting corrosion pipelines. Examples are shown that calculation results of every kind of method have great difference and calculating values of Wes-2805-97 criterion, ASME-B31G criterion and CVDA-84 criterion fracture mechanics model are conservative and higher than those of J integral methods, while calculating values of DM fracture mechanics model are dangerous and less than those of J integral methods and calculating values of modified BP-GA methods are close and moderate to those of J integral methods. Therefore modified BP-GA methods and J integral methods are considered better methods to calculate residual strength and critical pressure of injecting corrosion pipelines.

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