Articles | Volume 5, issue 4
https://doi.org/10.5194/wes-5-1579-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-5-1579-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
17 Nov 2020
Research article |
| 17 Nov 2020
| 17 Nov 2020
Automatic controller tuning using a zeroth-order optimization algorithm
Department of Electrical, Computer & Energy Engineering, University of Colorado Boulder, Boulder, CO 80309 USA
Emiliano Dall'Anese
Department of Electrical, Computer & Energy Engineering, University of Colorado Boulder, Boulder, CO 80309 USA
Lucy Y. Pao
Department of Electrical, Computer & Energy Engineering, University of Colorado Boulder, Boulder, CO 80309 USA
Viewed
Total article views: 4,627 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 26 Mar 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,784 | 745 | 98 | 4,627 | 103 | 82 |
- HTML: 3,784
- PDF: 745
- XML: 98
- Total: 4,627
- BibTeX: 103
- EndNote: 82
Total article views: 3,942 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 Nov 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,420 | 467 | 55 | 3,942 | 57 | 40 |
- HTML: 3,420
- PDF: 467
- XML: 55
- Total: 3,942
- BibTeX: 57
- EndNote: 40
Total article views: 685 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 26 Mar 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 364 | 278 | 43 | 685 | 46 | 42 |
- HTML: 364
- PDF: 278
- XML: 43
- Total: 685
- BibTeX: 46
- EndNote: 42
Viewed (geographical distribution)
Total article views: 4,627 (including HTML, PDF, and XML)
Thereof 4,315 with geography defined
and 312 with unknown origin.
Total article views: 3,942 (including HTML, PDF, and XML)
Thereof 3,768 with geography defined
and 174 with unknown origin.
Total article views: 685 (including HTML, PDF, and XML)
Thereof 547 with geography defined
and 138 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
17 citations as recorded by crossref.
- Comparison of 25 MW downwind and upwind turbine designs with individual pitch control M. Phadnis et al. 10.1088/1742-6596/2767/3/032039
- Control Co-Design of Wind Turbines L. Pao et al. 10.1146/annurev-control-061423-101708
- Multiloop Control of Floating Wind Turbines: Tradeoffs in performance and stability D. Stockhouse & L. Pao 10.1109/MCS.2024.3432340
- Control co-design of 13 MW downwind two-bladed rotors to achieve 25% reduction in levelized cost of wind energy L. Pao et al. 10.1016/j.arcontrol.2021.02.001
- Floating wind turbine control optimization D. Zalkind et al. 10.1088/1742-6596/2265/4/042021
- A Dynamic Control Model of the Blades Position for the Vertical-Axis Wind Generator by a Program Method I. Stoyanov et al. 10.3390/inventions8050120
- Operational Pitch Actuation Dynamics for Offshore Wind Turbines Ranging from 5 to 50 MW M. Jeong et al. 10.1002/we.2975
- Aero-structural rapid screening of new design concepts for offshore wind turbines A. Escalera Mendoza et al. 10.1016/j.renene.2023.119519
- A Tutorial on the Control of Floating Offshore Wind Turbines: Stability Challenges and Opportunities for Power Capture D. Stockhouse et al. 10.1109/MCS.2024.3433208
- Constrained power reference control for wind turbines D. Zalkind et al. 10.1002/we.2705
- Active rotor coning for a 25 MW downwind offshore wind turbine C. Qin et al. 10.1088/1742-6596/2265/3/032022
- Design space exploration and decision‐making for a segmented ultralight morphing 50‐MW wind turbine S. Kianbakht et al. 10.1002/we.2781
- Downwind coning concept rotor for a 25 MW offshore wind turbine C. Qin et al. 10.1016/j.renene.2020.04.039
- Grand challenges in the design, manufacture, and operation of future wind turbine systems P. Veers et al. 10.5194/wes-8-1071-2023
- A reference open-source controller for fixed and floating offshore wind turbines N. Abbas et al. 10.5194/wes-7-53-2022
- Design of a 3.4‐MW wind turbine with integrated plasma actuator‐based load control M. Chetan et al. 10.1002/we.2684
- Automatic controller tuning using a zeroth-order optimization algorithm D. Zalkind et al. 10.5194/wes-5-1579-2020
15 citations as recorded by crossref.
- Comparison of 25 MW downwind and upwind turbine designs with individual pitch control M. Phadnis et al. 10.1088/1742-6596/2767/3/032039
- Control Co-Design of Wind Turbines L. Pao et al. 10.1146/annurev-control-061423-101708
- Multiloop Control of Floating Wind Turbines: Tradeoffs in performance and stability D. Stockhouse & L. Pao 10.1109/MCS.2024.3432340
- Control co-design of 13 MW downwind two-bladed rotors to achieve 25% reduction in levelized cost of wind energy L. Pao et al. 10.1016/j.arcontrol.2021.02.001
- Floating wind turbine control optimization D. Zalkind et al. 10.1088/1742-6596/2265/4/042021
- A Dynamic Control Model of the Blades Position for the Vertical-Axis Wind Generator by a Program Method I. Stoyanov et al. 10.3390/inventions8050120
- Operational Pitch Actuation Dynamics for Offshore Wind Turbines Ranging from 5 to 50 MW M. Jeong et al. 10.1002/we.2975
- Aero-structural rapid screening of new design concepts for offshore wind turbines A. Escalera Mendoza et al. 10.1016/j.renene.2023.119519
- A Tutorial on the Control of Floating Offshore Wind Turbines: Stability Challenges and Opportunities for Power Capture D. Stockhouse et al. 10.1109/MCS.2024.3433208
- Constrained power reference control for wind turbines D. Zalkind et al. 10.1002/we.2705
- Active rotor coning for a 25 MW downwind offshore wind turbine C. Qin et al. 10.1088/1742-6596/2265/3/032022
- Design space exploration and decision‐making for a segmented ultralight morphing 50‐MW wind turbine S. Kianbakht et al. 10.1002/we.2781
- Downwind coning concept rotor for a 25 MW offshore wind turbine C. Qin et al. 10.1016/j.renene.2020.04.039
- Grand challenges in the design, manufacture, and operation of future wind turbine systems P. Veers et al. 10.5194/wes-8-1071-2023
- A reference open-source controller for fixed and floating offshore wind turbines N. Abbas et al. 10.5194/wes-7-53-2022
Latest update: 22 Feb 2025
Short summary
New wind turbine designs require updated control parameters, which should be optimal in terms of the performance measures that drive hardware design. We show how a zeroth-order optimization algorithm can randomly generate control parameters, use simulation results to estimate the gradient of the parameter space, and find an optimal set of those parameters. We then apply this automatic controller tuning procedure to three problems in wind turbine control.
New wind turbine designs require updated control parameters, which should be optimal in terms of...
Altmetrics
Final-revised paper
Preprint