Abstract:Drainage management in a complicated system in an agricultural lowland must operate pumps flexibly and quickly, based on the water level at the pumping station. A data-driven model without any physical-based information was implemented in a complicated drainage management system to predict the water level of a lagoon near a main drainage pumping station. We employed a long shortterm memory (LSTM) model as an advanced neural network model to utilize the field datasets obtained from water-related facilities and … Show more
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