Implementation of Deep Learning Technique for Streamflow Prediction

Name: Implementation of Deep Learning Technique for Streamflow Prediction
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206844822
Price: 310.52 RON
Availability: InStock

Autor: Sarmad Latif

Limbă:

Legare: Carte broșată

Editura: LAP LAMBERT Academic Publishing

Disponibilitate: În depozitul extern

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310.52 lei

The control and management of water resources is greatly aided by dams and reservoirs, which have be...

Informații despre carte

Autor

Sarmad Latif

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2023

Pagini

188

EAN

9786206844822

ISBN

620684482X

Enbook ID

44620871

Editura

LAP LAMBERT Academic Publishing

Greutate

298

Dimensiuni

150 x 220 x 12

Descriere completă

The control and management of water resources is greatly aided by dams and reservoirs, which have benefited human societies in many ways. These benefits include enhanced human health, increased food production, access to clean water for domestic and industrial use, economic growth, irrigation, the production of hydropower, and flood control. An important non-engineering step to verify flood-control measures and improve water supply efficiency is accurate inflow forecasting. Furthermore, as inflow is the primary input into reservoirs, precise inflow prediction can provide recommendations for reservoir development and management. The purpose of this study is to compare how deep learning algorithms and traditional machine learning algorithms are used to reservoir inflow prediction. LSTM, as an effective deep learning model, outperformed other conventional machine learning models in forecasting reservoir inflow. The findings of the current study could be in direct interest for global water organizations, public and private water sectors around the world.

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Implementation of Deep Learning Technique for Streamflow Prediction

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