LAPSE:2023.33493
Published Article
LAPSE:2023.33493
An Analysis of a Storage System for a Wind Farm with Ramp-Rate Limitation
April 21, 2023
This paper provides evidence on how the variability of the power produced by a wind farm and its revenue are affected by implementing a ramp-rate limitation strategy and by adding a storage device to the system. The wind farm receives penalties whenever the ramp-rate limitations are not respected and may be supported by batteries to avoid this scenario. In this paper, we model the battery usage as a discrete time homogeneous Markov chain with rewards thanks to which it is possible to simulate the state of the charge of the battery and to calculate the amount of penalties suffered by the wind farm during any period. An application is performed considering the power produced by a hypothetical wind turbine located in Sardinia (Italy) using real wind speed data and electricity prices from a period of 10 years. We applied the concept of ramp-rate limitation on our hourly dataset, studying several limitation scenarios and battery capacities.
Keywords
Energy Storage, Markov chain, power ramping, power wind variability, revenue process
Suggested Citation
D’Amico G, Petroni F, Vergine S. An Analysis of a Storage System for a Wind Farm with Ramp-Rate Limitation. (2023). LAPSE:2023.33493
Author Affiliations
D’Amico G: Department of Economics, University G. D’Annunzio, 65127 Pescara, Italy [ORCID]
Petroni F: Department of Management, Marche Polytechnic University, 60121 Ancona, Italy [ORCID]
Vergine S: Department of Economics, University G. D’Annunzio, 65127 Pescara, Italy [ORCID]
Journal Name
Energies
Volume
14
Issue
13
First Page
4066
Year
2021
Publication Date
2021-07-05
Published Version
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14134066, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.33493
This Record
External Link

doi:10.3390/en14134066
Publisher Version
Download
Files
[Download 1v1.pdf] (4.4 MB)
Apr 21, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
127
Version History
[v1] (Original Submission)
Apr 21, 2023
 
Verified by curator on
Apr 21, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.33493
 
Original Submitter
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version