کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
399383 1438743 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Nash Equilibrium in a two-settlement electricity market using competitive coevolutionary algorithms
ترجمه فارسی عنوان
تعادل نهاش در یک بازار برق دو حلقه با استفاده از الگوریتم های هماهنگ رقابتی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


• We are concerned by the analysis of two-settlement electricity market.
• We use a competitive coevolutionary algorithm to find Nash Equilibrium strategies.
• We simulate multiple market scenarios including generation limit and uncertainties.
• Coevolutionary algorithms are suitable for the analysis of electricity market.

This paper investigates the use of competitive coevolutionary algorithms to calculate suppliers’ optimal strategies in a deregulated electricity market. The two settlement model is used, consisting of a spot and a forward market. Agents can take part in both spot and forward transactions, and act strategically to maximise their profit from both markets. The strategic interactions of market agents are modelled as a non cooperative game. The competitive coevolutionary Algorithm is used to calculate the Nash Equilibrium strategies ensuring the best outcome for each agent. Results demonstrates the effectiveness of the coevolutionary approach to find the optimal strategies in different market situations.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 57, May 2014, Pages 148–155
نویسندگان
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