The dataset represents the input data on which the article Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs, is based. The data consist of a two-year hourly time series of measured wind speed and direction, air density, and production of two wind farms (WTs) in Croatia (Bruška and Jelinak). In addition to the two listed WTs, measurements of two nearby WTs (Glunca and Zelengrad) are also attached in training files (these WPPs are not directly analyzed in the article).
DOI Link:
Dataset Files
You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.
Documentation:
| Attachment | Size |
|---|---|
 Readme.docx | 16.01 KB |
[1] Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic,
"Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)",
IEEE Dataport,
2022. [Online]. Available: http://dx.doi.org/10.21227/y2rj-xb73. Accessed: Feb. 05, 2025.
@data{y2rj-xb73-22,
doi = {10.21227/y2rj-xb73},
url = {http://dx.doi.org/10.21227/y2rj-xb73},
author = {Mingzhe Zou; Ninoslav Holjevac; Josip Đaković; Igor Kuzle; Roberto Langella; Vincenzo Di Giorgio; Sasa Djokic },
publisher = {IEEE Dataport},
title = {Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)},
year = {2022} }
doi = {10.21227/y2rj-xb73},
url = {http://dx.doi.org/10.21227/y2rj-xb73},
author = {Mingzhe Zou; Ninoslav Holjevac; Josip Đaković; Igor Kuzle; Roberto Langella; Vincenzo Di Giorgio; Sasa Djokic },
publisher = {IEEE Dataport},
title = {Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)},
year = {2022} }
TY - DATA
T1 - Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)
AU - Mingzhe Zou; Ninoslav Holjevac; Josip Đaković; Igor Kuzle; Roberto Langella; Vincenzo Di Giorgio; Sasa Djokic
PY - 2022
PB - IEEE Dataport
UR - 10.21227/y2rj-xb73
ER -
T1 - Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)
AU - Mingzhe Zou; Ninoslav Holjevac; Josip Đaković; Igor Kuzle; Roberto Langella; Vincenzo Di Giorgio; Sasa Djokic
PY - 2022
PB - IEEE Dataport
UR - 10.21227/y2rj-xb73
ER -
Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic.
(2022).
Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset).
IEEE Dataport.
http://dx.doi.org/10.21227/y2rj-xb73
Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic,
2022.
Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset).
Available at:
http://dx.doi.org/10.21227/y2rj-xb73.
Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic.
(2022).
"Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)."
Web.
1. Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic.
Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset) [Internet].
IEEE Dataport; 2022.
Available from :
http://dx.doi.org/10.21227/y2rj-xb73
Mingzhe Zou, Ninoslav Holjevac, Josip Đaković, Igor Kuzle, Roberto Langella, Vincenzo Di Giorgio, Sasa Djokic.
"Bayesian CNN-BiLSTM and Vine-GMCM Based Probabilistic Forecasting of Hour-Ahead Wind Farm Power Outputs (Input dataset)."
doi:
10.21227/y2rj-xb73