An ANN model to correlate roughness and structural performance in asphalt pavements

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• 作者：G. Sollazzo^a ; ^{gsollazzo@unime.it} ; T.F. Fwa^b ; G. Bosurgi^c
• 关键词：Artificial Neural Network ; Roughness ; Structural performance ; Asphalt pavements ; LTPP
• 刊名：Construction and Building Materials
• 出版年：2017
• 出版时间：1 March 2017
• 年：2017
• 卷：134
• 期：Complete
• 页码：684-693
• 全文大小：2458 K
• 卷排序：134

文摘

Proposal of a neural network method to correlate roughness and structural capacity. Adoption of an LTPP-based database, including many influencing parameters. Comparison of various networks to analyse the method potential. The method can reduce traditional deflection tests (HWD, FWD) frequency for PMSs.