Pre-Bored PC Pile Capacity Prediction in Drained Soils Using Artificial Neural Network

Abstract

AbstractThis study evaluated the performance of artificial neural network (ANN) in determining pre-bored precast concrete (PC) pile capacities, utilizing a database of 39 drained pile load tests under axial compression. The ANN model developed in this ...Practical ApplicationsPre-bored precast concrete (PC) piles are increasingly used in design and construction, especially in urban areas where minimizing noise and vibration during construction is important. A major challenge for engineers is determining ...