Voltage Congestion Monitoring Through Machine Learning

Rémy Cleenwerck; Wouter Parys; Jan Desmet; Thierry Coosemans

doi:10.1049/icp.2023.0576

Voltage Congestion Monitoring Through Machine Learning

Rémy Cleenwerck, Wouter Parys, Jan Desmet, Thierry Coosemans

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

1 Citation (Scopus)

Original language	English
Title of host publication	27th International Conference on Electricity Distribution (CIRED 2023), Proceedings
Place of Publication	Rome
Publisher	Institution of Engineering and Technology
Pages	890-894
Number of pages	5
Edition	6
DOIs	https://doi.org/10.1049/icp.2023.0576
Publication status	Published - 2023
Event	27th International Conference on Electricity Distribution (CIRED 2023) - Rome, Italy Duration: 12 Jun 2023 → 15 Jun 2023

Publication series

Name	IET Conference Proceedings

Conference

Conference	27th International Conference on Electricity Distribution (CIRED 2023)
Country/Territory	Italy
City	Rome
Period	12/06/23 → 15/06/23

Bibliographical note

Funding Information:
The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷ÕtÕm Aù (OEDAù) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union’s Horizon 2020 research and innovation program under Grant Agreement No. 872525.

Funding Information:
The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷ÕtÕm Aù (OEDAù) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union's Horizon 2020 research and innovation program under Grant Agreement No. 872525.

Publisher Copyright:
© The Institution of Engineering and Technology 2023.

Keywords

low voltage distribution system
machine learning
smart meter
voltage violation

Access to Document

10.1049/icp.2023.0576

Cite this

@inproceedings{b642554f5ef743698e972e4aaa0e6b21,

title = "Voltage Congestion Monitoring Through Machine Learning",

keywords = "low voltage distribution system, machine learning, smart meter, voltage violation",

author = "R{\'e}my Cleenwerck and Wouter Parys and Jan Desmet and Thierry Coosemans",

note = "Funding Information: The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷{\~O}t{\~O}m A{\`u} (OEDA{\`u}) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation program under Grant Agreement No. 872525. Funding Information: The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷{\~O}t{\~O}m A{\`u} (OEDA{\`u}) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union's Horizon 2020 research and innovation program under Grant Agreement No. 872525. Publisher Copyright: {\textcopyright} The Institution of Engineering and Technology 2023.; 27th International Conference on Electricity Distribution (CIRED 2023) ; Conference date: 12-06-2023 Through 15-06-2023",

year = "2023",

doi = "10.1049/icp.2023.0576",

language = "English",

series = "IET Conference Proceedings",

publisher = "Institution of Engineering and Technology",

pages = "890--894",

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

address = "United Kingdom",

edition = "6",

}

Cleenwerck, R , Parys, W, Desmet, J & Coosemans, T 2023, Voltage Congestion Monitoring Through Machine Learning. in 27th International Conference on Electricity Distribution (CIRED 2023), Proceedings. 6 edn, IET Conference Proceedings, Institution of Engineering and Technology, Rome, pp. 890-894, 27th International Conference on Electricity Distribution (CIRED 2023), Rome, Italy, 12/06/23. https://doi.org/10.1049/icp.2023.0576

Voltage Congestion Monitoring Through Machine Learning. / Cleenwerck, Rémy ; Parys, Wouter; Desmet, Jan et al.
27th International Conference on Electricity Distribution (CIRED 2023), Proceedings. 6. ed. Rome: Institution of Engineering and Technology, 2023. p. 890-894 (IET Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - GEN

T1 - Voltage Congestion Monitoring Through Machine Learning

AU - Cleenwerck, Rémy

AU - Parys, Wouter

AU - Desmet, Jan

AU - Coosemans, Thierry

N1 - Funding Information: The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷ÕtÕm Aù (OEDAù) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union’s Horizon 2020 research and innovation program under Grant Agreement No. 872525. Funding Information: The authors would like to thank Elektro Celje, d. d., Estabanell y Pahisa Energia, SA (EyPesa) and Osmangazi Elektrik Da÷ÕtÕm Aù (OEDAù) for the anonymised consumption data. This work has been supported by the BD4OPEM H2020 project, which has received funding from the European Union's Horizon 2020 research and innovation program under Grant Agreement No. 872525. Publisher Copyright: © The Institution of Engineering and Technology 2023.

PY - 2023

Y1 - 2023

KW - low voltage distribution system

KW - machine learning

KW - smart meter

KW - voltage violation

UR - http://www.scopus.com/inward/record.url?scp=85181539278&partnerID=8YFLogxK

U2 - 10.1049/icp.2023.0576

DO - 10.1049/icp.2023.0576

M3 - Conference paper

T3 - IET Conference Proceedings

SP - 890

EP - 894

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

PB - Institution of Engineering and Technology

CY - Rome

T2 - 27th International Conference on Electricity Distribution (CIRED 2023)

Y2 - 12 June 2023 through 15 June 2023

ER -

Voltage Congestion Monitoring Through Machine Learning

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Embargoed Document

EUAR19: H2020: BD4OPEM - Big Data for OPen innovation Energy Marketplace

Cite this

Voltage Congestion Monitoring Through Machine Learning

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Embargoed Document

Projects

EUAR19: H2020: BD4OPEM - Big Data for OPen innovation Energy Marketplace

Cite this