Prospects on data mining approach for pile geotechnical design utilizing CPT and CPTu records: Case study: AUT database [chapter]

A. Eslami, S. Heidarie Golafzani, S. Moshfeghi
2022 Cone Penetration Testing 2022  
A comprehensive database has been compiled including CPT soundings performed adjacent to pile load test and related geotechnical information, namely AUT (Amirkabir University of Technology): Geo-CPT&Pile Database. In this paper, after a brief review of existing CPT and pile databases, the specifica tions of the updated AUT: Geo-CPT&Pile Database as well as different categories of data are presented. Sub sequently, several procedures developed using this database from different geotechnical
more » ... ts are reviewed and introduced. These implementations are extended for appraisal of currently used CPT-based methods for pile geotechnical design by focusing on methods screening, uncertainty-reliability measures, and Perform ance-Based Design (PBD) approach regarding resistance factors. After all, an algorithm is presented including a formulated procedure of pile geotechnical design by means of smart database collections, reproduction of CPT profile, assortment of competitive methods, integration of geotechnical aspects i.e., capacity, loaddisplacement performance and resistance distribution. Correspondingly, via realizing prospects on implemen tation of major aspects leads towards optimum pile performance-based design upon a data mining approach.
doi:10.1201/9781003308829-137 fatcat:jd76ew52jzflpaods4bzxtlqum