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Forecasting residential electricity demand in provincial China
Hua Liao1,2,3, Yanan Liu4,5,6, Yixuan Gao4,5,6,7
1School of Management and Economics, Beijing Institute of Technology, 5 Zhongguancun South Street, Haidian District, Beijing, 100081, China. hliao@bit.edu.cn.
Environmental Science and Pollution Research International
|January 1, 2017
Summary
China
Area of Science:
- Energy Economics
- Econometrics
- Environmental Science
Background:
- China's electricity generation heavily relies on coal, contributing significantly to CO2 emissions.
- Accurate residential electricity demand forecasting is crucial for infrastructure planning and energy policy in developing nations.
- Existing models often struggle with unreliable functional form assumptions.
Discussion:
- A robust piecewise linear model was employed to analyze the relationship between income and residential electricity consumption.
- Panel data analysis was used for provincial-level forecasting in China during the 13th Five-Year-Plan (2016-2020).
- This approach overcomes limitations of traditional models requiring prior knowledge of functional forms.
Key Insights:
- Developed Chinese provinces are projected to experience slower growth in residential electricity demand.
- Less developed provinces are expected to maintain high growth rates in electricity consumption.
- National residential electricity demand is forecasted to increase by 6.6% annually from 2016 to 2020.
Outlook:
- Populous provinces, like Guangdong, will be primary drivers of increased electricity demand.
- The findings inform energy policy and infrastructure development strategies for China's evolving energy landscape.
- Understanding regional disparities in electricity consumption is vital for sustainable energy planning.
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