LAPSE:2023.16134
Published Article
LAPSE:2023.16134
Impact of Sustainable Development and Environmental Protection on the Volume of Domestic Hard Coal Sales in Poland
Aurelia Rybak, Ewelina Włodarczyk
March 3, 2023
Abstract
The paper presents the results of an analysis of the impact of activities related to the implementation of Poland’s climate policy on the level of demand for hard coal. The authors used sets of indicators built by Eurostat during the analysis. The analysis was based on a set of indicators that had not previously been used for this purpose. The applied ARAMAX model made it possible to study the impact of the presented indicators on the volume of demand for hard coal in Poland. They were introduced to the ARMAX model as explanatory variables. The demand for hard coal in Poland was the dependent variable. The set of indicators was verified, and finally only statistically significant factors were used to build the model. The forecast of the demand for hard coal was made until 2022. It showed that the volume of coal sales would systematically fall as long as factors affecting demand remain constant. However, an additional factor was taken into account in the analysis, namely the increase in demand and prices for hard coal on world markets. The ARIMA model was used to forecast price levels for the next 12 months. The forecast indicates that the time series of prices should maintain an upward trend within the examined time period. Building an accurate and reliable forecast is the basis for effective planning of coal production and is adjusted to the demand for this fuel.
Keywords
ARMAX and ARIMA model, forecasting, identification
Suggested Citation
Rybak A, Włodarczyk E. Impact of Sustainable Development and Environmental Protection on the Volume of Domestic Hard Coal Sales in Poland. (2023). LAPSE:2023.16134
Author Affiliations
Rybak A: Department of Electrical Engineering and Automation in Industry, Faculty of Mining, Safety Engineering and Industrial Automation, Silesian University of Technology, Akademicka 2 St., 44-100 Gliwice, Poland
Włodarczyk E: Department of Safety Engineering, Faculty of Mining, Safety Engineering and Industrial Automation, Silesian University of Technology, Akademicka 2 St., 44-100 Gliwice, Poland [ORCID]
Journal Name
Energies
Volume
15
Issue
2
First Page
443
Year
2022
Publication Date
2022-01-09
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en15020443, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.16134
This Record
External Link

https://doi.org/10.3390/en15020443
Publisher Version
Download
Files
Mar 3, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
283
Version History
[v1] (Original Submission)
Mar 3, 2023
 
Verified by curator on
Mar 3, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.16134
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version