AISC Seismic Design Manual by American Institute Of Steel Construction (Aisc), Structural

By American Institute Of Steel Construction (Aisc), Structural Steel Educational Council

This six-part handbook helps the 2005 AISC Seismic Provisions. It comprises sections on common layout issues; layout of structures using R = three (braced and second frames); layout of braced-frame structures using R > three; layout of second body platforms using R > three; and layout of alternative platforms using R > three.

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Hence, the results obtained in the present study guided by statistics were in close agreement with the experimental findings. Besides this, the well-known fact of UTS being highly correlated to fatigue life was also observed. After finding patterns and correlations in the database, PLSR was applied on different clusters to build correlations between control variables and response variables including fatigue strength. Figure 5 shows the predicted against experimental values of fatigue strength. 94 were obtained for different clusters, indicating a high level of confidence for these predictions.

PCA is one of the widely used techniques for dimensionality reduction and finding property correlations with widespread applications in life sciences, pharmacology, economics etc [7, 8]. The fact behind dimensionality reduction is that most of the descriptors are interrelated and these correlations in some instances are high. PCA creates a new series of uncorrelated (orthogonal) variables called principal components (PCs), which are projected in the direction of decreasing variance. PCs with variances above a critical level are retained to describe the whole dataset.

The model illustrated that there was a range of possible stable spacing, and the final spacing was history dependent. The aim of the present work is to investigate the influence of solidification parameters (G and V) on microstructur e parameters (primary and secondary DAS) by numerical simulation. Therefore, a modified cellular automaton (MCA) method is performed for the directional solidification, which can simulate the adjustment mechanism of primary DAS under different solidification parameters.

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