کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
552544 873244 2008 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An agent-based decision support system for wholesale electricity market
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سیستم های اطلاعاتی
پیش نمایش صفحه اول مقاله
An agent-based decision support system for wholesale electricity market
چکیده انگلیسی

Application software has been developed for analyzing and understanding a dynamic price change in the US wholesale power market. Traders can use the software as an effective decision-making tool by modeling and simulating a power market. The software uses different features of a decision support system by creating a framework for assessing new trading strategies in a competitive electricity trading environment. The practicality of the software is confirmed by comparing its estimation accuracy with those of other methods (e.g., neural network and genetic algorithm). The software has been applied to a data set regarding the California electricity crisis in order to examine whether the learning (convergence) speed of traders is different between the two periods (before and during the crisis). Such an application confirms the validity of the proposed software.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Decision Support Systems - Volume 44, Issue 2, January 2008, Pages 425–446
نویسندگان
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