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Machine Learning Techniques for Power System Security Assessment

Tomin N.V., Kurbatsky V.G., Sidorov D.N., Zhukov A.V. Machine Learning Techniques for Power System Security Assessment // IFAC-PapersOnLine. Vol.49. No.27. 2016. P.445-450. DOI: 10.1016/j.ifacol.2016.10.773 Modern electricity grids continue to be vulnerable to large-scale blackouts. As all states leading to large-scale blackouts are unique, there is no algorithm to identify pre-emergency states. Moreover, numerical conventional methods are computationally expensive, which makes it difficult to use...

Теги: artificial intelligence , electric power system security , electric power transmission networks , learning algorithms , learning systems , numerical methods , pattern recognition , smart power grids , blackou
Раздел: ИСЭМ СО РАН
Determination of parameters of adaptive law for the control of an off-grid power system

Suslov K., Solodusha S., Gerasimov D. Determination of parameters of adaptive law for the control of an off-grid power system // SMARTGREENS 2016 - Proceedings of the 5th International Conference on Smart Cities and Green ICT Systems. 2016. P.129-135. ISBN (print): 9 789 897 . The paper presents the results of a study of an off-grid electric power system that contains typical generation and load devices. The aim of the study is to develop an algorithm for selecting the optimal parameters of adaptive...

Теги: adaptive control systems , control systems , control theory , distributed power generation , electric power systems , electric power transmission networks , power quality , quality control , smart power grids
Раздел: ИСЭМ СО РАН
Integral models for control of smart power networks

Suslov K., Solodusha S., Gerasimov D. Integral models for control of smart power networks // IFAC-PapersOnLine. Vol.49. No.27. 2016. P.439-444. DOI: 10.1016/j.ifacol.2016.10.772 The presence of a great number of technical facilities that form a base of the intelligent network in the modern electric power systems require a principally new approach to the research into the dynamic operating conditions of these systems. Currently consumers impose higher requirements for the quality of electricity and...

Теги: control systems , distributed power generation , electric power systems , electric power transmission networks , power control , power quality , quality control , smart power grids , emergency conditions , inp
Раздел: ИСЭМ СО РАН


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