LAPSE:2023.18955
Published Article
LAPSE:2023.18955
Modeling Dynamic Multifractal Efficiency of US Electricity Market
March 9, 2023
Abstract
The dramatic deregulatory reforms in US electricity markets increased competition, resulting in more complex prices compared to other commodities. This paper aims to investigate and compare the overall and time-varying multifractality and efficiency of four major US electricity regions: Mass Hub, Mid C, Palo Verde, and PJM West. Multifractal detrended fluctuation analysis (MFDFA) is employed to better quantify the intensity of self-similarity. Large daily data from 2001 to 2021 are taken in order to make a more conclusive analysis. The four electricity market returns showed strong multifractal features with PJM West having the highest multifractality (corresponding to lowest efficiency) and Mass Hub having the lowest multifractality (i.e., highest efficiency). Moreover, all series exhibited mean reverting (anti-persistent) behavior in the overall time period. The findings of MFDFA rolling window suggest Palo Verde as the most volatile index, while a significant upward trend in the efficiency of Mass Hub and PJM West is observed after the first quarter of 2014. The novel findings have important implications for policymakers, regulatory authorities, and decision makers to forecast electricity prices better and control efficiency.
Keywords
efficiency, electricity, MLM, multifractal detrended fluctuation analysis, multifractality, rolling window
Suggested Citation
Ali H, Aslam F, Ferreira P. Modeling Dynamic Multifractal Efficiency of US Electricity Market. (2023). LAPSE:2023.18955
Author Affiliations
Ali H: Department of Management Sciences, Comsats University, Islamabad 45550, Pakistan [ORCID]
Aslam F: Department of Management Sciences, Comsats University, Islamabad 45550, Pakistan [ORCID]
Ferreira P: VALORIZA—Research Center for Endogenous Resource Valorization, 7300-555 Portalegre, Portugal; Department of Economic Sciences and Organizations, Polytechnic Institute of Portalegre, 7300-555 Portalegre, Portugal; CEFAGE-UE, IIFA, University of Évora, 7 [ORCID]
Journal Name
Energies
Volume
14
Issue
19
First Page
6145
Year
2021
Publication Date
2021-09-27
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14196145, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.18955
This Record
External Link

https://doi.org/10.3390/en14196145
Publisher Version
Download
Files
Mar 9, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
179
Version History
[v1] (Original Submission)
Mar 9, 2023
 
Verified by curator on
Mar 9, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.18955
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version
(1.11 seconds) 0.04 + 0.06 + 0.5 + 0.2 + 0 + 0.09 + 0.03 + 0 + 0.08 + 0.11 + 0 + 0.01