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Development of an intelligent system for preventing large-scale emergencies in power systems

... voltage instability problems before they lead to major blackouts. The proposed approach is based on detecting alarm states using self-organized Kohonen neural networks, and activating a multi-agent control system to take necessary preventive actions. The Kohonen network is trained off-line and then applied on-line to predict possible emergencies. The intelligent system was realized in STATISTICA 8.0 and tested on the modified 42-bus IEEE power system. Results are presented and discussed. © 2013 IEEE....

Теги: blackout , emergency conditions , emergency control , kohonen network , kohonen neural networks , large-scale emergency , multiagent control , russian federation , electric power system interconnection , intel
Раздел: ИСЭМ СО РАН
Using of neural network technology and multi-agent systems to preventing large-scale emergencies in electric power systems

... voltage instability problems before they lead to major blackouts. The proposed approach is based on detecting alarm states using self-organized Kohonen neural networks, and activating a multi-agent control system to take necessary preventive actions. The Kohonen network is trained off-line and then applied on-line to predict possible emergencies. The proposed clustering model was realized in STATISTICA 8.0 and tested on the modified 42-bus IEEE power system. Results are presented and discussed. © 2013 ...

Теги: blackout , emergency conditions , kohonen network , kohonen neural networks , large-scale blackout , large-scale emergency , multiagent control , network technologies , electric power system interconnection
Раздел: ИСЭМ СО РАН


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