Analysis and Forecasting of the Carbon Price in China’s Regional Carbon Markets Based on Fast Ensemble Empirical Mode Decomposition, Phase Space Reconstruction, and an Improved Extreme Learning Machine

Analysis and Forecasting of the Carbon Price in China’s Regional Carbon Markets Based on Fast Ensemble Empirical Mode Decomposition, Phase Space Reconstruction, and an Improved Extreme Learning Machine

With the development of the carbon market in China, research on the carbon price has received more and more attention in related fields. However, due to its nonlinearity and instability, the carbon price is undoubtedly difficult to predict using a single model. This paper proposes a new hybrid model...

Full description

Bibliographic Details
Main Authors: Wei Sun, Ming Duan
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Energies
Subjects:
carbon price forecasting
decomposition
phase space reconstruction
maximal Lyapunov exponent
partial autocorrelation function
extreme learning machine optimized by particle swarm optimization
Online Access:http://www.mdpi.com/1996-1073/12/2/277

Internet

http://www.mdpi.com/1996-1073/12/2/277

Similar Items