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Modeling the active consumer behavior based on the agent approach

Gal'Perova E., Gal'Perov V. Modeling the active consumer behavior based on the agent approach // RPC 2018 - Proceedings of the 3rd Russian-Pacific Conference on Computer Technology and Applications. ID: 8482157. 2018. ISBN (print): 9781538675311. DOI: 10.1109/RPC.2018.8482157 The relevance of the paper is determined by the important role which the active consumers plays in the Smart Grid concept. Modeling the consumer behavior is necessary to assess their impact on the structure and operating modes...

Теги: active consumer , agent approach , energy demand , modeling , price , smart grid , electric power transmission networks , models , smart power grids , software agents , energy demands , consumer behavior
Раздел: ИСЭМ СО РАН
A Suite of Intelligent Tools for Early Detection and Prevention of Blackouts in Power Interconnections

Voropai N.I., Tomin N.V., Sidorov D.N., Kurbatsky V.G., Panasetsky D.A., Zhukov A.V., Efimov D.N., Osak A.B. A Suite of Intelligent Tools for Early Detection and Prevention of Blackouts in Power Interconnections // Automation and Remote Control. Vol.79. No.10. 2018. P.1741-1755. DOI: 10.1134/S0005117918100016 We propose a suite of intelligent tools based on the integration of methods of agent modeling and machine learning for the improvement of protection systems and emergency automatics. We propose...

Теги: agent modeling , electric power systems , emergency automatics , l-index , machine learning , voltage collapse , artificial intelligence , decision trees , electric power system interconnection , learning systems , online systems , software agents , agent model , elec
Раздел: ИСЭМ СО РАН
Decentralized multi-agent algorithm for voltage control

Panasetsky D., Tomin N., Sidorov D. et al. Decentralized multi-agent algorithm for voltage control // Asia-Pacific Power and Energy Engineering Conference, APPEEC. Vol.Decem. 2016. P.852-856. ISBN 9781509054183. DOI: 10.1109/APPEEC.2016.7779615. In recent years, due to liberalization, power systems are being operated closer and closer to their limits. At the same time, they have increased in size and complexity. Both factors increase the risk of major power outages and blackouts. Most of the existing...

Теги: automatic voltage control , emergency control , multi-agent systems , power system control , reactive power control , fault tolerance , multi agent systems , power control , reactive power , software agents , voltage control , development and testing , multi-agent al
Раздел: ИСЭМ СО РАН


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