Range–doppler analysis for rain detection at Ka-band: numerical and experimental results From laboratory and field measurements
- Radar technology in the millimeter-wave frequency band offers many interesting features for wind park surveillance, such as structural monitoring of rotor blades or the detection of bats and birds in the vicinity of wind turbines (WTs). Currently, the majority of WTs are affected by shutdown algorithms to minimize animal fatalities via direct collision with the rotor blades or barotrauma effects. The presence of rain is an important parameter in the definition of those algorithms together with wind speed, temperature, time of the day, and season of the year. A Ka-band frequency-modulated continuous-wave radar (33.4-36.0 GHz) installed at the tower of a 2-MW WT was used during a field study. We have observed characteristic rain-induced patterns, based on the range-Doppler algorithm. To better understand those signatures, we have developed a laboratory experiment and implemented a numerical modeling framework. Experimental and numerical results for rain detection and classification are presented and discussed here. Based on this article, a bat- and bird-friendly adaptive WT control can be developed for improved WT efficiency in periods of rain and, at the same time, reduced animal mortality.
Author: | Ashkan Taremi Zadeh, Moritz Mälzer, Jonas Simon, Sebastian Beck, Jochen MollORCiD, Viktor KrozerORCiDGND |
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URN: | urn:nbn:de:hebis:30:3-552802 |
DOI: | https://doi.org/10.1109/JSTARS.2020.2975281 |
ISSN: | 2151-1535 |
ISSN: | 1939-1404 |
Parent Title (English): | IEEE journal of selected topics in applied earth observations and remote sensing |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Place of publication: | Los Alamitos |
Document Type: | Article |
Language: | English |
Date of Publication (online): | 2020/03/05 |
Date of first Publication: | 2020/03/05 |
Publishing Institution: | Universitätsbibliothek Johann Christian Senckenberg |
Release Date: | 2020/08/06 |
Tag: | Atmosphere; Doppler radar; FM radar; Rain; meteorological radar; millimeter wave radar; radar detection; radar imaging; radar signal processing; rain; remote sensing by radar; synthetic aperture radar; wind; wind energy; wind turbines |
Volume: | 13 |
Page Number: | 7 |
First Page: | 1027 |
Last Page: | 1033 |
Note: | This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see http://creativecommons.org/licenses/by/4.0/ |
HeBIS-PPN: | 470987677 |
Institutes: | Physik |
Dewey Decimal Classification: | 5 Naturwissenschaften und Mathematik / 53 Physik / 530 Physik |
Sammlungen: | Universitätspublikationen |
Open-Access-Publikationsfonds: | Physik |
Licence (German): | Creative Commons - Namensnennung 4.0 |