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Measurement of atmospheric icing and droplets

Rydblom, Stefani Alita Leona, 1975- (author)
Mittuniversitetet,RISE,Industriella system,Institutionen för elektronikkonstruktion
Thörnberg, Benny, 1966- (author)
Mittuniversitetet,Institutionen för elektronikkonstruktion
 (creator_code:org_t)
Institute of Electrical and Electronics Engineers Inc. 2020
2020
English.
In: IEEE Transactions on Instrumentation and Measurement. - : Institute of Electrical and Electronics Engineers Inc.. - 0018-9456 .- 1557-9662. ; 69:8, s. 5799-5809
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • Icing conditions including atmospheric liquid water content (LWC) and size distribution of droplets were recorded close to the top of Mt. Åreskutan, 1260-m above sea level, Sweden, a place known for frequent severe icing. The findings are comparatively analyzed. Combitech IceMonitor was used to measure the ice load, and HoloOptics T41 was used to measure the atmospheric icing rate. A method to translate the digital output from HoloOptics T41 to a value between 0 and 100 is described and used. Two instruments were used for measuring LWC and the median volume diameter (MVD). We created a model of icing intensity based on the k-nearest neighbor (KNN) using wind speed, LWC, and MVD as input. The result indicates that more learning data decrease the error. An heuristic model of erosion/ablation was added to simulate the ice load, and the result was compared with that of the standard Makkonen ice load model. The Makkonen model is suitable for estimating the ice load using a 1-h temporal resolution. With a 1-min temporal resolution, the erosion/ablation needs to be modeled and included. Our observations show that conditions can alternate between icing and erosion/ablation within 1 min during an icing event.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)

Keyword

Atmospheric measurements
ice
imaging
instrumentation and measurement
meteorology
weather forecasting
Drops
Erosion
Nearest neighbor search
Sea level
Wind
Atmospheric icing
Digital output
Heuristic model
Icing conditions
Icing intensity
K nearest neighbor (KNN)
Liquid water content
Temporal resolution

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ref (subject category)
art (subject category)

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