Comparison of Multiple Linear Regression, Artificial Neural Network, Extreme Learning Machine, and Support Vector Machine in Deriving Operation Rule of Hydropower Reservoir

Operation rule plays an important role in the scientific management of hydropower reservoirs, because a scientifically sound operating rule can help operators make an approximately optimal decision with limited runoff prediction information. In past decades, various effective methods have been devel...

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Autores principales: Wen-Jing Niu, Zhong-Kai Feng, Bao-Fei Feng, Yao-Wu Min, Chun-Tian Cheng, Jian-Zhong Zhou
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2019-01-01
Colección:Water
Materias:
hydropower reservoir
operation rule derivation
multiple linear regression
artificial neural network
extreme learning machine
support vector machine
dynamic programming
Acceso en línea:http://www.mdpi.com/2073-4441/11/1/88
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