Prediction of rainfall intensity using artificial intelligence (AI) techniques in Singapore

• Main Author: Toh, Jia Yee
• Other Authors: Chan Chee Keong
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/78012
• Institution: Nanyang Technological University

This paper will be covering the usage of artificial intelligence techniques, mainly using non-linear autoregressive with external(exogenous) input (NARX) to predict rainfall intensity in Singapore some 5, 15 and 30 minutes intervals ahead. The time-series data will be analysed by using data mining t...