2018
DOI: 10.1016/j.engfracmech.2018.07.007
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Parameters identification and validation of plastic-damage model of 304 stainless steel by small punch test at ambient temperature

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Cited by 14 publications
(4 citation statements)
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“…In their work, BPNNs was trained by the predicted load-displacement curves of 457 groups of different hypothetical materials through FE method based on the GTN model. Similar methods were applied in pre-cracked SPCT specimen (Shikalgar et al ., 2020; Lotfolahpour et al ., 2018) to numerically predict crack growth at peak load for P91. The results indicate that ANN was a useful tool to identify creep parameters.…”
Section: Inverse Methods Used For Determining High Temperature Proper...mentioning
confidence: 99%
“…In their work, BPNNs was trained by the predicted load-displacement curves of 457 groups of different hypothetical materials through FE method based on the GTN model. Similar methods were applied in pre-cracked SPCT specimen (Shikalgar et al ., 2020; Lotfolahpour et al ., 2018) to numerically predict crack growth at peak load for P91. The results indicate that ANN was a useful tool to identify creep parameters.…”
Section: Inverse Methods Used For Determining High Temperature Proper...mentioning
confidence: 99%
“…Depending on the punch movement, the results of the tests are different. The constant force method provides displacement-time curve for creep behaviour, and the application of constant displacement provides force-displacement curve for elastic and plastic properties (Lotfolahpour et al, 2018). The force-displacement curve can be divided into five sections: (I) elastic bending, (II) plastic bending, (III) membrane stretching and (IV) plastic instability (Simonovski et al, 2017).…”
Section: Figure 1 Configuration Of Sp Testmentioning
confidence: 99%
“…The following articles represent studies from these main groups. First, a research by A. Lotfolahpour et al stated that the dies of the test setup are not completely rigid, which may cause errors in the FEM simulations (Lotfolahpour et al, 2018). The study used connected GA and NN methods.…”
Section: Computer Analysis and Sp Testmentioning
confidence: 99%
“…The detailed description of parameter optimization based on the genetic algorithm can be referred to references. 47,48 The fitness value is the reciprocal of the sum of the mean square deviation of the experimental and simulated values. The population size and generations are 8000 and 100, respectively.…”
Section: Determination Of Materials Constants and Comparative Analysismentioning
confidence: 99%