06. Applycation of Artificial Neuron Network (ANN) to calculate the flow of Nam Muc river

Trang Lê Thu, Bính Đỗ Thị

Abstract

Nam Muc river is a large branch of Da river basin, where Nam Muc hydropower plant is located. The calculation and prediction of the flow to this hydropower reservoir is important to the operating of hydropower in Nam Muc River in particular and in the entire Da River system in general. ANN model is an empirical modelhaving the advantage of being able to build a nonlinear relationship between inputs and outputs. Therefore, in order to test the application of ANN in hydrology in general and in flow forecasting in particular, this study present the application of artificial neuron network on calculating the flow of Nam Muc river. The results provide a new way of calculating and forecasting flows for river basin management.

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References

[1]. Đào Nguyên Khôi (2016). Mô phỏng dòng chảy lưu vực sông Sêrêpôk với mạng nơ ron nhân tạo. Science & Technology Development, Vol 19, No.T3.
[2]. Hồ Tú Bảo (2011). Trí tuệ nhân tạo và chặng đường 50 năm. Báo khoa học công nghệ.
[3]. A.R Ghummam (2011). Runoff forecastinh by artificial neural network and conventional model. Alexandria Engineering Journal Volume 50, Issue 4, December 2011, pages 345 - 350.

Authors

Trang Lê Thu
Bính Đỗ Thị
dtbinh@hunre.edu.vn (Primary Contact)
Lê Thu, T., & Đỗ Thị, B. (2018). 06. Applycation of Artificial Neuron Network (ANN) to calculate the flow of Nam Muc river. Science Journal of Natural Resources and Environment, (23), 48–55. Retrieved from https://tapchikhtnmt.hunre.edu.vn/index.php/tapchikhtnmt/article/view/128
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