Influence of climate variability on change in storage of overexploited aquifers in a semi-arid region

Theoretical and Applied Climatology, Journal Year: 2023, Volume and Issue: 155(3), P. 2087 - 2103

Published: Nov. 27, 2023

Language: Английский

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Power short-term load forecasting based on fuzzy C-means clustering and improved locally weighted linear regression

Transactions of the Institute of Measurement and Control, Journal Year: 2024, Volume and Issue: unknown

Published: April 29, 2024

Power load forecasting is an important part of modern smart grid operation management. Accurate guides the efficient and stable power system. In this paper, a fuzzy C-means clustering algorithm improved locally weighted linear regression model are proposed for short-term forecasting. First, used to cluster load. Make consumption behavior data same category similar use as training sample. Then, solve problem large calculation insufficient fitting model, k-nearest neighbor range constraint introduced into daily Finally, effectiveness method verified by simulation example. Experimental results show that can effectively improve accuracy generalization ability compared with other methods.

Language: Английский

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Harnessing Machine Learning for Assessing Climate Change Influences on Groundwater Resources: A Comprehensive Review

Published: Jan. 1, 2024

Language: Английский

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A systematic framework of constructing surrogate model for slider track peeling strength prediction

Science China Technological Sciences, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 14, 2024

Language: Английский

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Predicting groundwater drawdown in Zakho region, Northern Iraq, using machine learning models optimized by the whale optimization algorithm

Environmental Earth Sciences, Journal Year: 2024, Volume and Issue: 83(22)

Published: Nov. 1, 2024

Language: Английский

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