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.
Metadaten
Author:Ashkan Taremi Zadeh, Moritz Mälzer, Jonas Simon, Sebastian Beck, Jochen Moll, Viktor KrozerORCiDGND
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):License LogoCreative Commons - Namensnennung 4.0