Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory

Nicolas P. Winkler; Patrick P. Neumann; Erik Schaffernicht; Achim J. Lilienthal; Mikko Poikkimäki; Anneli Kangas; Arto Säämänen

Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory

Nicolas P. Winkler
, Patrick P. Neumann
, Erik Schaffernicht
, Achim J. Lilienthal
, Mikko Poikkimäki
, Anneli Kangas
, Arto Säämänen

Not published at VTT

Federal Institute for Materials Research and Testing Berlin (BAM)
Örebro University
Finnish Institute of Occupational Health (FIOH)

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

2 Citations (Scopus)

Abstract

The Sharp GP2Y1010AU0F is a widely used low-cost dust sensor, but despite its popularity, the manufacturer provides little information on the sensor. We installed 16 sensing nodes with Sharp dust sensors in a hot rolling mill of a steel factory. Our analysis shows a clear correlation between sensor drift and accumulated production of the steel factory. An eye should be kept on the long-term drift of the sensors to prevent early saturation. Two of 16 sensors experienced full saturation, each after around eight and ten months of operation.

Original language	English
Title of host publication	38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022
Publisher	Greek Society of Experimental Mechanics of Materials (GSEMM)
Pages	2
ISBN (Electronic)	9786188627802
Publication status	Published - 2022
MoE publication type	A4 Article in a conference publication
Event	38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022 - Poros Island, Greece Duration: 20 Sept 2022 → 23 Sept 2022

Conference

Conference	38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022
Country/Territory	Greece
City	Poros Island
Period	20/09/22 → 23/09/22

Funding

The authors express their gratitude to SAF€RA for funding the project in the scope of the 2018 joint call and thank the involved colleagues from Outokumpu Tornio site.

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Winkler, N. P., Neumann, P. P., Schaffernicht, E., Lilienthal, A. J., Poikkimäki, M., Kangas, A., & Säämänen, A. (2022). Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory. In 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022 (pp. 2). Greek Society of Experimental Mechanics of Materials (GSEMM). https://opus4.kobv.de/opus4-bam/frontdoor/index/index/docId/55909

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title = "Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory",

abstract = "The Sharp GP2Y1010AU0F is a widely used low-cost dust sensor, but despite its popularity, the manufacturer provides little information on the sensor. We installed 16 sensing nodes with Sharp dust sensors in a hot rolling mill of a steel factory. Our analysis shows a clear correlation between sensor drift and accumulated production of the steel factory. An eye should be kept on the long-term drift of the sensors to prevent early saturation. Two of 16 sensors experienced full saturation, each after around eight and ten months of operation.",

author = "Winkler, \{Nicolas P.\} and Neumann, \{Patrick P.\} and Erik Schaffernicht and Lilienthal, \{Achim J.\} and Mikko Poikkim{\"a}ki and Anneli Kangas and Arto S{\"a}{\"a}m{\"a}nen",

note = "Funding Information: The authors express their gratitude to SAF€RA for funding the project in the scope of the 2018 joint call and thank the involved colleagues from Outokumpu Tornio site.; 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022 ; Conference date: 20-09-2022 Through 23-09-2022",

year = "2022",

language = "English",

pages = "2",

booktitle = "38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022",

publisher = "Greek Society of Experimental Mechanics of Materials (GSEMM)",

address = "Greece",

}

Winkler, NP, Neumann, PP, Schaffernicht, E, Lilienthal, AJ, Poikkimäki, M, Kangas, A & Säämänen, A 2022, Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory. in 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022. Greek Society of Experimental Mechanics of Materials (GSEMM), pp. 2, 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022, Poros Island, Greece, 20/09/22. <https://opus4.kobv.de/opus4-bam/frontdoor/index/index/docId/55909>

Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory. / Winkler, Nicolas P.; Neumann, Patrick P.; Schaffernicht, Erik et al.
38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022. Greek Society of Experimental Mechanics of Materials (GSEMM), 2022. p. 2.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Gather Dust and Get Dusted

T2 - 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022

AU - Winkler, Nicolas P.

AU - Neumann, Patrick P.

AU - Schaffernicht, Erik

AU - Lilienthal, Achim J.

AU - Poikkimäki, Mikko

AU - Kangas, Anneli

AU - Säämänen, Arto

N1 - Funding Information: The authors express their gratitude to SAF€RA for funding the project in the scope of the 2018 joint call and thank the involved colleagues from Outokumpu Tornio site.

PY - 2022

Y1 - 2022

N2 - The Sharp GP2Y1010AU0F is a widely used low-cost dust sensor, but despite its popularity, the manufacturer provides little information on the sensor. We installed 16 sensing nodes with Sharp dust sensors in a hot rolling mill of a steel factory. Our analysis shows a clear correlation between sensor drift and accumulated production of the steel factory. An eye should be kept on the long-term drift of the sensors to prevent early saturation. Two of 16 sensors experienced full saturation, each after around eight and ten months of operation.

AB - The Sharp GP2Y1010AU0F is a widely used low-cost dust sensor, but despite its popularity, the manufacturer provides little information on the sensor. We installed 16 sensing nodes with Sharp dust sensors in a hot rolling mill of a steel factory. Our analysis shows a clear correlation between sensor drift and accumulated production of the steel factory. An eye should be kept on the long-term drift of the sensors to prevent early saturation. Two of 16 sensors experienced full saturation, each after around eight and ten months of operation.

UR - https://www.scopus.com/pages/publications/85142365705

M3 - Conference article in proceedings

AN - SCOPUS:85142365705

SP - 2

BT - 38th Danubia-Adria Symposium on Advances in Experimental Mechanics, DAS 2022

PB - Greek Society of Experimental Mechanics of Materials (GSEMM)

Y2 - 20 September 2022 through 23 September 2022

ER -

Gather Dust and Get Dusted: Long-Term Drift and Cleaning of Sharp GP2Y1010AU0F Dust Sensor in a Steel Factory

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