The DOI matches its Crossref record; 16 of the 16 references it cites were found in a registry or an index.
A tutorial of wind turbine control for supporting grid frequency through active power control
Abstract
As wind energy becomes a larger portion of the world's energy portfolio and wind turbines become larger and more expensive, wind turbine control systems play an ever more prominent role in the design and deployment of wind turbines. The goals of traditional wind turbine control systems are maximizing energy production while protecting the wind turbine components. As more wind generation is installed there is an increasing interest in wind turbines actively controlling their power output in order to meet power setpoints and to participate in frequency regulation for the utility grid. This capability will be beneficial for grid operators, as it seems possible that wind turbines can be more effective at providing some of these services than traditional power plants. Furthermore, establishing an ancillary market for such regulation can be beneficial for wind plant owner/operators and manufacturers that provide such services. In this tutorial paper we provide an overview of basic wind turbine control systems and highlight recent industry trends and research in wind turbine control systems for grid integration and frequency stability.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Definition of a 5-MW Reference Wind Turbine for Offshore System Development
Jonkman, J., Butterfield, S., Musial, W., & Scott, G. (2009) · doi:10.2172/947422 · Cited by 5,856
Wind Energy Explained: Theory, Design and Application
Manwell, J. F., McGowan, J. G., & Rogers, A. L. (2009) · Wiley eBooks · doi:10.1002/9781119994367 · Cited by 3,022
IPCC Special Report on Renewable Energy Sources and Climate Change Mitigation
Revel, D. (2011) · OpenEdition (OpenEdition) · doi:10.58079/o8wx · Cited by 2,175
Wind Energy Explained: Theory, Design and Application
Manwell, J. F., McGowan, J. G., & Rogers, A. L. (2002) · Wiley eBooks · doi:10.1002/0470846127 · Cited by 1,158
Jonkman, J. M., & Buhl, M. (2005) · Cited by 939
Wind turbines : fundamentals, technologies, application, economics
Hau, E. (2000) · doi:10.1007/3-540-29284-5 · Cited by 900
A Survey of Frequency and Voltage Control Ancillary Services—Part I: Technical Features
Rebours, Y. G., Kirschen, D. S., Trotignon, M., & Rossignol, S. (2007) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2006.888963 · Cited by 788
(2006) · IEEE Control Systems · doi:10.1109/mcs.2006.1636311 · Cited by 597
Participation of Doubly Fed Induction Wind Generators in System Frequency Regulation
de Almeida, R. G., & Pecas Lopes, J. A. (2007) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2007.901096 · Cited by 576
Operating Reserves and Variable Generation
Ela, E., Milligan, M., & Kirby, B. (2011) · doi:10.2172/1023095 · Cited by 435
Cited by
A practical guide to multi-objective reinforcement learning and planning
Hayes, C. F., Rădulescu, R., Bargiacchi, E., Källström, J., Macfarlane, M., Reymond, M., Verstraeten, T., Zintgraf, L. M., Dazeley, R., Heintz, F., et al. (2022) · Autonomous Agents and Multi-Agent Systems · doi:10.1007/s10458-022-09552-y · Cited by 400
“One method to tackle this issue is through active power control, in which the power production of the turbines is regulated and potentially reduced in order to meet the power demand [5, 188].”
MethodSelection guidelines for wind energy technologies
Olabi, A. G., Wilberforce, T., Elsaid, K., Salameh, T., Sayed, E. T., Husain, K. S., & Abdelkareem, M. A. (2021) · Energies · doi:10.3390/en14113244 · Cited by 108
Metadata
- Authors
- Aho, J., Buckspan, A., Laks, J., Fleming, P., Jeong, Y., Dunne, F., Churchfield, M., Pao, L., & Johnson, K.
- Venue
- 2012 American Control Conference (ACC)
- Publisher
- IEEE
- Published
- 2012-06
- Pages
- 3120-3131
- ISSN
- 0743-1619 (ISSN-L)
- OpenAlex
- W1987122165
- Cited by
- 274
- References
- 16
- FWCI
- 24.56
- Type
- conference paper
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: A tutorial of wind turbine control for supporting grid frequency through active power control. https://app.cochat.ai/papers/10.1109/acc.2012.6315180
- The paper
- Aho, J., Buckspan, A., Laks, J., Fleming, P., Jeong, Y., Dunne, F., Churchfield, M., Pao, L., & Johnson, K. (2012). A tutorial of wind turbine control for supporting grid frequency through active power control. 2012 American Control Conference (ACC). https://doi.org/10.1109/acc.2012.6315180
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.