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Updated: Jan 24, 2026

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Implementation of Portable Emissions Measurement Systems PEMS for the Real-driving Emissions RDE Regulation in Europe
Published on: December 4, 2016
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New Energy Development and Pollution Emissions in China
Ying Li1, Yung-Ho Chiu2, Liang Chun Lu3
1Business School, Sichuan University, Wangjiang Road No. 29, Chengdu 610064, China. liyinggs@scu.edu.cn.
Summary
China
Area of Science:
- Energy Economics
- Environmental Science
- Operations Research
Background:
- China's economic growth drives high energy consumption and environmental issues.
- Reducing energy intensity is crucial for sustainable development.
- Existing Data Envelopment Analysis (DEA) models have limitations in assessing energy efficiency.
Purpose of the Study:
- To propose a modified undesirable Epsilon-based Measure (EBM) DEA model.
- To analyze the energy efficiency of new and traditional energy sources in China.
- To address limitations of traditional radial and non-radial DEA models.
Main Methods:
- Development of a modified undesirable Epsilon-based Measure (EBM) DEA model.
- Integration of Epsilon-based Measure (EBM) DEA with undesirable output considerations.
- Empirical analysis of energy efficiency in Chinese municipalities/provinces.
Main Results:
- New energy investment saw rapid growth from 2013-2016 in most regions.
- Significant efficiency improvements are needed in 26 out of 30 municipalities/provinces.
- Traditional energy efficiency scores generally exceed those of new energy sources.
- Nitrogen Dioxide (NO2) efficiencies slightly outperform Carbon Dioxide (CO2) and Sulfur Dioxide (SO2) efficiencies.
Conclusions:
- The modified undesirable EBM DEA model effectively analyzes energy efficiency with undesirable outputs.
- Substantial improvements in new energy efficiency are required across most of China.
- Policy interventions may be needed to enhance new energy efficiency and balance development.
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