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A Computing System for Processing the Interstate Power Grid Data

Trofimov I.L., Podkovalnikov S.V., Trofimov L., Chudinova L. A Computing System for Processing the Interstate Power Grid Data // Energy Systems Research. Vol.1. No.3. 2018. P.61-67. DOI: 10.25729/esr.2018.03.0008 The paper presents a Data Processing and Geo-information Computing System (DPGICS) intended to study and forecast the expansion of interstate power grids. We propose an original technology for data storage in an object-oriented database, and a technology for data processing and representation...

Теги: geo-information system , optimization model , data processing , object database , power plant , power system , interstate power interconnection
Раздел: ИСЭМ СО РАН
Voltage/VAR Control and Optimization: AI approach

Tomin N., Kurbatsky V., Panasetsky D., Sidorov D., Zhukov A. Voltage/VAR Control and Optimization: AI approach // IFAC-PapersOnLine. Vol.51. No.28. 2018. P.103-108. DOI: 10.1016/j.ifacol.2018.11.685 Volt-VAr control systems provide the optimal solution with remote automatic or manual control of the capacitor banks and tap positions on the voltage regulators. However, such control possesses inherent characteristics of complexity, nonlinearity, inaccuracy and high requirement for control speed, parts...

Теги: machine learning , multi-agent system , power system , random forest , security , volt-var control , decision trees , intelligent agents , learning systems , value engineering , voltage regulators , inherent characteristics , optimal solutions , random forests , tradit
Раздел: ИСЭМ СО РАН
Development of Automatic Intelligent System for On-Line Voltage Security Control of Power Systems

Tomin N.V., Zhukov A., Kurbatsky V.G., Sidorov D.N., Negnevitsky M. Development of Automatic Intelligent System for On-Line Voltage Security Control of Power Systems // 2017 IEEE MANCHESTER POWERTECH. 2017. ISBN (print): 978-1-5090-4237-1. DOI: 10.1109/PTC.2017.7980922 The majority of recent large-scale blackouts have been caused by voltage instability. A prompt on-line assessment of voltage stability ...

Теги: power system , voltage security , control , random forest , security assessment , l-index , stability
Раздел: ИСЭМ СО РАН
A hybrid artificial neural network for voltage security evaluation in a power system

Zhukov A., Tomin N., Sidorov D., Panasetsky D., Spirayev V. A hybrid artificial neural network for voltage security evaluation in a power system // IYCE 2015 - Proceedings: 2015 5th International Youth Conference on Energy. 2015. 1 p. ISBN (print): 9781467371. DOI: 10.1109/IYCE.2015.7180828 A majority of recent large-scale blackouts have been the consequence of instabilities characterized ...

Теги: electric power system security , multilayers , network security , neural networks , emergency , hybrid artificial neural network , kohonen neural networks , large-scale blackout , power security , power system
Раздел: ИСЭМ СО РАН
An A-CAES pilot installation in the distribution system: A technical study for RES integration

... Engineering. Vol.2. No.3. 2014. P.116-127. DOI: 10.1002/ese3.38 http://onlinelibrary.wiley.com/doi/10.1002/ese3.38/abstract In the last decade in Europe, the power generated by Renewable Energy Sources (RES) has significantly increased. For the electric power system, the integration of a high amount of power generated by RES represents a big challenge. Energy Storage Systems (ESS) may help to solve problems related to the grid integration of RES. In this study, an analysis of the benefits that a planned ...

Теги: adiabatic compressed air energy storage , energy storage systems , power system , renewable energy sources , storage integration
Раздел: ИСЭМ СО РАН
An intelligent security alert system for power system pre-emergency control

Tomin N., Kurbatsky V., Rehtanz C. An intelligent security alert system for power system pre-emergency control // Proc. of the 13th International Conference on Environment and Electrical Engineering. Wroclaw Poland. 01-03 November 2013. P.63-67. ISBN (print): 9781479928. DOI: 10.1109/EEEIC-2.2013.6737884 http://apps.webofknowledge....

Теги: alert systems , blackout , clustering ensemble , power system , pre-emergency state , security assessment , electric power system interconnection , electrical engineering , clustering algorithms
Раздел: ИСЭМ СО РАН


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