Related Experiment Video
Updated: Jul 2, 2025

05:50
Measuring Light-Switching Behavior Using an Occupancy and Light Data Logger
Published on: January 16, 2020
5.8K
Can digitalization effectively promote green energy efficiency? The linear and nonlinear relationship analysis
Bing Chen1, Kun Wang2, Yuhong Li3
1School of Economics and Management, Xinjiang University, Urumqi, 830047, China.
Environmental Science and Pollution Research International
|February 28, 2024
Summary
Digitalization significantly boosts green energy efficiency in China by improving technical efficiency. This effect is moderated by economic and population agglomeration thresholds, highlighting the importance of digital development and transactions.
Area of Science:
- Energy Economics
- Environmental Science
- Information Technology
Background:
- Digitalization and the energy revolution are key drivers of technological advancement.
- Integrating digitalization into the energy sector can enhance energy-saving technologies and resource allocation efficiency.
Purpose of the Study:
- To measure green energy efficiency in China from 2013-2019.
- To analyze the relationship between digitalization and green energy efficiency, including linear, nonlinear, and threshold effects.
- To identify the mechanisms through which digitalization impacts green energy efficiency.
Main Methods:
- Super-EBM-Data Envelopment Analysis (DEA) model for measuring green energy efficiency.
- Analysis of Chinese provincial panel data from 2013-2019.
- Examination of threshold effects related to economic and population agglomeration.
Main Results:
- Both digitalization and green energy efficiency showed upward trends, with digitalization spreading spatially from east to west.
- Digitalization significantly drives green energy efficiency, primarily through digital development and transactions.
- Threshold effects were observed for economic and population agglomeration, influencing the impact of digitalization.
- Improvements in pure technical efficiency were identified as the main contributor to green energy efficiency gains driven by digitalization.
Conclusions:
- Digitalization is a crucial factor for enhancing green energy efficiency in China.
- Policy interventions should consider the moderating roles of economic and population agglomeration.
- Focusing on digital development and transactions, alongside improving pure technical efficiency, is recommended for sustainable energy practices.
Related Concept Videos
Energy and Power Signals
289
In an electrical system with a resistor, voltage and current signals facilitate the measurement of power and energy across the resistor. For a continuous-time signal, the total energy over a time interval is defined as the integral of the square of the signal's magnitude over that interval. Mathematically, this is expressed as:
289
Energy Line and Hydraulic Gradient Line
1.0K
Based on Bernoulli's equation, the energy line (EL) and hydraulic grade line (HGL) provide graphical representations of energy distribution in a fluid flow system. For steady, incompressible, inviscid flows, Bernoulli's equation is expressed as:
1.0K
Classification of Systems-I
186
Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
186
Linear Approximation in Frequency Domain
89
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
89
Linear Circuits
404
A linear circuit is characterized by its output having a direct proportionality to its input, adhering to the linearity property, which encompasses the principles of homogeneity (scaling) and additivity. Homogeneity dictates that when the input, also referred to as the excitation, is multiplied by a constant factor, the output, known as the response, is correspondingly scaled by the same constant factor. For instance, if the current is multiplied by a constant 'k,' the voltage likewise...
404
Energy Losses in Transformers
872
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality, the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be the high resistance of the...
There are four main reasons for energy losses in transformers.
The first cause can be the high resistance of the...
872

