A neural network based methodology to predict site-specific spectral acceleration values |
| |
| Authors: | P Kamatchi J Rajasankar G V Ramana A K Nagpal |
| |
| Institution: | 1. CSIR-Structural Engineering Research Centre, CSIR Campus, Chennai 600 113, India
2. Dept. Civil. Eng., IIT Delhi, New Delhi 110 016, India |
| |
| Abstract: | A general neural network based methodology that has the potential to replace the computationally-intensive site-specific seismic analysis of structures is proposed in this paper. The basic framework of the methodology consists of a feed forward back propagation neural network algorithm with one hidden layer to represent the seismic potential of a region and soil amplification effects. The methodology is implemented and verified with parameters corresponding to Delhi city in India. For this purpose, strong g... |
| |
| Keywords: | neural network response spectra local soil conditions amplification factor |
| 本文献已被 CNKI 维普 万方数据 SpringerLink 等数据库收录！ |
