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This research paper presents a framework for selecting pumped hydro storage (PHS) sites in arid Northwest China, addressing the challenges posed by topography, water resources, and economics. The study identifies 1,294 potential sites across two topological structures, with a total storage capacity of 23,391 GWh, using a four-stage methodology that integrates GIS and multi-criteria decision analysis. The findings aim to enhance the deployment of renewable energy sources by improving the efficiency and relia

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hmwm5f9tsh

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EN