The Architecture and Functionality of the Software to Identify the Actual Voltage Static Load Characteristics of Large Consumers

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 p...

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Bibliographic Details
Main Authors: Kondrashov, Mikhail, Pankratov, Aleksey, Batseva, Natalia
Format: Conference Proceeding
Language:English
Subjects:
anomaly detection
cluster analysis
Clustering algorithms
common information model
data mining
Load modeling
Reactive power
Regression analysis
Software
Voltage measurement
voltage static load characteristics
ZIP model
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Summary: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.
ISSN:2380-6516
DOI:10.1109/SIBCON.2019.8729660