Analysis of Persistent Soiling Losses: Cooperative Research and Development Final Report, CRADA Number CRD-24-30366

Matthew Muller

doi:10.2172/3016086

Analysis of Persistent Soiling Losses: Cooperative Research and Development Final Report, CRADA Number CRD-24-30366

Matthew Muller

Materials Science

National Laboratory of the Rockies

Research output: NLR › Technical Report

Abstract

The Contractor will analyze data from sensors and equipment provided by Participant in order to provide the basis for understanding of the processes and rates for the formation of 'persistent' soiling (soiling not removed by rain). The resulting, data, technical report, and publications will provide the basis for Participant to improve it's predictive soiling model.

Original language	American English
Number of pages	13
DOIs	https://doi.org/10.2172/3016086
State	Published - 2026

NLR Publication Number

NLR/TP-5K00-98636

Keywords

biosoiling
CRADA
filamentous fungi
fungal coverage
fungus
persistent soiling
photovoltaics
pollen
soiling

Access to Document

10.2172/3016086

https://www.nlr.gov/docs/fy26osti/98636.pdf

Cite this

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abstract = "The Contractor will analyze data from sensors and equipment provided by Participant in order to provide the basis for understanding of the processes and rates for the formation of 'persistent' soiling (soiling not removed by rain). The resulting, data, technical report, and publications will provide the basis for Participant to improve it's predictive soiling model.",

keywords = "biosoiling, CRADA, filamentous fungi, fungal coverage, fungus, persistent soiling, photovoltaics, pollen, soiling",

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AB - The Contractor will analyze data from sensors and equipment provided by Participant in order to provide the basis for understanding of the processes and rates for the formation of 'persistent' soiling (soiling not removed by rain). The resulting, data, technical report, and publications will provide the basis for Participant to improve it's predictive soiling model.

KW - biosoiling

KW - CRADA

KW - filamentous fungi

KW - fungal coverage

KW - fungus

KW - persistent soiling

KW - photovoltaics

KW - pollen

KW - soiling

U2 - 10.2172/3016086

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Analysis of Persistent Soiling Losses: Cooperative Research and Development Final Report, CRADA Number CRD-24-30366

Abstract

NLR Publication Number

Keywords

Access to Document

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Cite this