Short-Term Water Demand Prediction Using Machine Learning Techniques—A Case Study of Telford Borough in Pennsylvania

Author:

Iwakin Oluwabunmi M.11,Moazeni Faegheh11

Affiliation:

1. Dept. of Civil and Environmental Engineering, P.C. Rossin College of Engineering and Applied Science, Lehigh Univ., Bethlehem, PA.

Publisher

American Society of Civil Engineers

Reference24 articles.

1. NOAA. (2022). “National Centers for Environmental Information Climate data online.” Report no. (July).

2. Assessing the impacts of meteorological factors on freshwater consumption in arid regions and forecasting the freshwater demand

3. Improving the Performance of Water Demand Forecasting Models by Using Weather Input

4. Balu, B., Mohan Kumar, M. S., and Parthasarathy, R. (2019). Short-Term Forecasting of Urban Water Consumption for South-West Bangalore, India, using a Coupled Hilbert-Huang Transform and Random Forest-Based Model. 2019, H43P–2302.

5. Borovykh A. Bohte S. and Oosterlee C. W. (2018). Conditional Time Series Forecasting with Convolutional Neural Networks (arXiv:1703.04691). arXiv. http://arxiv.org/abs/1703.04691.

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