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Congestion games for V2G-enabled EV charging

نتاج البحث: فصل من :كتاب / تقرير / مؤتمرمنشور من مؤتمرمراجعة النظراء

5 اقتباسات (Scopus)

ملخص

A model of the problem of charging and discharging electrical vehicles as a congestion game is presented. A generalization of congestion games - feedback congestion games (FCG) - is introduced. The charging of grid- integrated vehicles, which can also discharge energy back to the grid, is a natural FCG application. FCGs are proven to be exact potential games and therefore converge to a pure-strategy Nash equilibrium by an iterated better-response process. A compact representation and an algorithm that enable efficient best-response search are presented. A detailed empirical evaluation assesses the performance of the iterated best-response process. The evaluation considers the quality of the resulting solutions and the rate of convergence to a stable state. The effect of allowing to also discharge batteries using FCG is compared to scenarios that only include charging and is found to dramatically improve the predictability of the achieved solutions as well as the balancing of load.

اللغة الأصليةالإنجليزيّة
عنوان منشور المضيفProceedings of the National Conference on Artificial Intelligence
ناشرAI Access Foundation
الصفحات1440-1446
عدد الصفحات7
رقم المعيار الدولي للكتب (الإلكتروني)9781577356783
حالة النشرنُشِر - 2014
الحدث28th AAAI Conference on Artificial Intelligence, AAAI 2014, 26th Innovative Applications of Artificial Intelligence Conference, IAAI 2014 and the 5th Symposium on Educational Advances in Artificial Intelligence, EAAI 2014 - Quebec City, كندا
المدة: 27 يوليو 201431 يوليو 2014

سلسلة المنشورات

الاسمProceedings of the National Conference on Artificial Intelligence
مستوى الصوت2

!!Conference

!!Conference28th AAAI Conference on Artificial Intelligence, AAAI 2014, 26th Innovative Applications of Artificial Intelligence Conference, IAAI 2014 and the 5th Symposium on Educational Advances in Artificial Intelligence, EAAI 2014
الدولة/الإقليمكندا
المدينةQuebec City
المدة27/07/1431/07/14

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