An innovative MGM-BPNN-ARIMA model for China's energy consumption structure forecasting from the perspective of compositional data.

Sci Rep · 2024 · PMC11009293 · PMID 38605041

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a decreasing trendno p-value reported

Coal will remain a substantial part of China’s energy consumption structure in 2023–2040, but its share shows a decreasing trend, falling from 55.7% in 2023 to 48.4% in 2040.

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