Automated load control detection using power quality data and machine learning

Christina Brester; Antti Hilden; Mikko Kolehmainen; Pertti Pakonen; Harri Niska

doi:10.1049/icp.2023.0957

Automated load control detection using power quality data and machine learning

Christina Brester, Antti Hilden, Mikko Kolehmainen, Pertti Pakonen, Harri Niska

Electrical Engineering

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

17 Downloads (Pure)

Original language	English
Title of host publication	27th International Conference on Electricity Distribution (CIRED 2023)
Publisher	Institution of Engineering and Technology
Pages	2953–2957
Number of pages	5
ISBN (Electronic)	978-1-83953-855-1
DOIs	https://doi.org/10.1049/icp.2023.0957
Publication status	Published - 2023
Publication type	A4 Article in conference proceedings
Event	International Conference on Electricity Distribution - Rome, Italy Duration: 12 Jun 2023 → 15 Jun 2023

Conference

Conference	International Conference on Electricity Distribution
Country/Territory	Italy
City	Rome
Period	12/06/23 → 15/06/23

Keywords

Power quality
Machine learning
FCR-N

Publication forum classification

Publication forum level 1

Access to Document

10.1049/icp.2023.0957

Automated load control detection
This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Final published version, 645 KBLicence: Unspecified

https://urn.fi/URN:NBN:fi:tuni-202311039372Licence: Unspecified

Cite this

@inproceedings{10ff1c1645e24708b2857dd43724f790,

title = "Automated load control detection using power quality data and machine learning",

keywords = "Power quality, Machine learning, FCR-N",

author = "Christina Brester and Antti Hilden and Mikko Kolehmainen and Pertti Pakonen and Harri Niska",

year = "2023",

doi = "10.1049/icp.2023.0957",

language = "English",

pages = "2953–2957",

booktitle = "27th International Conference on Electricity Distribution (CIRED 2023)",

publisher = "Institution of Engineering and Technology",

address = "United Kingdom",

note = "International Conference on Electricity Distribution ; Conference date: 12-06-2023 Through 15-06-2023",

}

Brester, C, Hilden, A, Kolehmainen, M, Pakonen, P & Niska, H 2023, Automated load control detection using power quality data and machine learning. in 27th International Conference on Electricity Distribution (CIRED 2023). Institution of Engineering and Technology, pp. 2953–2957, International Conference on Electricity Distribution, Rome, Italy, 12/06/23. https://doi.org/10.1049/icp.2023.0957

Automated load control detection using power quality data and machine learning. / Brester, Christina; Hilden, Antti; Kolehmainen, Mikko et al.
27th International Conference on Electricity Distribution (CIRED 2023). Institution of Engineering and Technology, 2023. p. 2953–2957.

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

TY - GEN

T1 - Automated load control detection using power quality data and machine learning

AU - Brester, Christina

AU - Hilden, Antti

AU - Kolehmainen, Mikko

AU - Pakonen, Pertti

AU - Niska, Harri

PY - 2023

Y1 - 2023

KW - Power quality

KW - Machine learning

KW - FCR-N

U2 - 10.1049/icp.2023.0957

DO - 10.1049/icp.2023.0957

M3 - Conference contribution

SP - 2953

EP - 2957

BT - 27th International Conference on Electricity Distribution (CIRED 2023)

PB - Institution of Engineering and Technology

T2 - International Conference on Electricity Distribution

Y2 - 12 June 2023 through 15 June 2023

ER -