Modeling an evaluation framework for adding IoT water-level sensors based on ANN-derived 2D inundation simulations

• Published in: Journal of hydroinformatics Vol. 26; no. 9; pp. 2261 - 2288
• Main Author: Wu, Shiang-Jen
• Format: Journal Article
• Language: English
• Published: London IWA Publishing 01.09.2024
• Subjects: Artificial intelligence; Cluster analysis; Flooding; Floods; Optimization; Rain; Rainfall; Sensors; Simulated rainfall; Smart sensors; Two dimensional analysis; Water levels

This study aims to develop a smart model for evaluating the spatial density of added IoT sensors (called AIOT grids) to optimize their amount and placements, named SM_ESD_AIOT model; the proposed SM_ESD_AIOT model mainly collaborates cluster analysis with Akaike information criterion (AIC) based on...