Abstract
The correct voltage static load characteristics are required for efficient and reliable dispatching control in power systems and for stability simulation studies. Nowadays, one of the key problems is updating available static load characteristics due to the lack of special software for voltage and power measurement data processing. This article proposes the algorithm and architecture of special software and their implementation to computerize the process of correct voltage static load characteristics obtaining. The developed algorithm is based on data mining methods, and the results of calculations can be used in software packages that support the Common Information Model standard.
| Original language | English |
|---|---|
| Title of host publication | 2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781538651414 |
| DOIs | |
| Publication status | Published - 1 Apr 2019 |
| Event | 2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Tomsk, Russian Federation Duration: 18 Apr 2019 → 20 Apr 2019 |
Publication series
| Name | 2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings |
|---|
Conference
| Conference | 2019 International Siberian Conference on Control and Communications, SIBCON 2019 |
|---|---|
| Country | Russian Federation |
| City | Tomsk |
| Period | 18.4.19 → 20.4.19 |
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Keywords
- Anomaly detection
- Cluster analysis
- Common information model
- Data mining
- Regression analysis
- Software
- Voltage static load characteristics
- ZIP model
ASJC Scopus subject areas
- Control and Optimization
- Computer Networks and Communications
- Signal Processing
Cite this
The architecture and functionality of the software to identify the actual voltage static load characteristics of large consumers. / Kondrashov, Mikhail; Pankratov, Aleksey; Batseva, Natalia.
2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. 8729660 (2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - The architecture and functionality of the software to identify the actual voltage static load characteristics of large consumers
AU - Kondrashov, Mikhail
AU - Pankratov, Aleksey
AU - Batseva, Natalia
PY - 2019/4/1
Y1 - 2019/4/1
N2 - The correct voltage static load characteristics are required for efficient and reliable dispatching control in power systems and for stability simulation studies. Nowadays, one of the key problems is updating available static load characteristics due to the lack of special software for voltage and power measurement data processing. This article proposes the algorithm and architecture of special software and their implementation to computerize the process of correct voltage static load characteristics obtaining. The developed algorithm is based on data mining methods, and the results of calculations can be used in software packages that support the Common Information Model standard.
AB - The correct voltage static load characteristics are required for efficient and reliable dispatching control in power systems and for stability simulation studies. Nowadays, one of the key problems is updating available static load characteristics due to the lack of special software for voltage and power measurement data processing. This article proposes the algorithm and architecture of special software and their implementation to computerize the process of correct voltage static load characteristics obtaining. The developed algorithm is based on data mining methods, and the results of calculations can be used in software packages that support the Common Information Model standard.
KW - Anomaly detection
KW - Cluster analysis
KW - Common information model
KW - Data mining
KW - Regression analysis
KW - Software
KW - Voltage static load characteristics
KW - ZIP model
UR - http://www.scopus.com/inward/record.url?scp=85068336204&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85068336204&partnerID=8YFLogxK
U2 - 10.1109/SIBCON.2019.8729660
DO - 10.1109/SIBCON.2019.8729660
M3 - Conference contribution
T3 - 2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings
BT - 2019 International Siberian Conference on Control and Communications, SIBCON 2019 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
ER -