Comparison of N-BEATS with Standalone and Hybrid Deep Learning Models in Monthly Inflow Forecasting to the Aras Dam Reservoir: A Feature Selection Analysis

Reservoir dams play a pivotal role in water resource management. Accurate prediction of inflow to reservoirs significantly enhances operational performance. While standalone artificial intelligence methods have recently been frequently used to predict inflow, hybrid models have shown quite more sati...

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Hlavní autoři:	Elman Athari, Mohammad Taghi Aalami, Mohammad Taghi Sattari
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Ankara University 2025-07-01
Edice:	Journal of Agricultural Sciences
Témata:	data preprocessing hyperparameter tuning random search bayesian optimization nbeatsx cnn-lstm-mlp
On-line přístup:	https://dergipark.org.tr/en/download/article-file/4449062
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!