کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
11002365 1438695 2019 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An integrated algorithm for evaluating plug-in electric vehicle's impact on the state of power grid assets
ترجمه فارسی عنوان
یک الگوریتم یکپارچه برای ارزیابی اثر افزاینده وسایل نقلیه الکتریکی بر وضعیت دارایی های شبکه برق
کلمات کلیدی
خودرو الکتریکی پلاگین شبکه برق، ارزیابی اثرات، استهلاک دارایی،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Plug-in Electric Vehicles (PEV) exert an increasingly disruptive influence on power delivery systems with penetration surge in the past decade. Therefore, accurately assessing their impact plays a crucial role in managing grid assets and maintaining power grids' reliability. However, PEV loads are stochastic and impulsive, which means they are of high power density and vary in a fast and discrete manner. These load characteristics make conventional assessment methods unsuitable. This paper proposes an algorithm, which captures the inter-temporal response of grid assets and allows fast assessment through an integrated interface. To realize these advantageous features, we establish analytical models for two generic classes of grid assets (continuous and discrete operating assets) and recast their cost functions in the statistical settings of PEV charging. Distinct from simulation-based methods, the proposed method is analytical, and thus greatly reduce the computation resources and data required for accurate assessment. The effectiveness of the proposed algorithm has been demonstrated on a set of power distribution networks in Columbus metropolitan area, in comparison with the conventional assessment methods.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 105, February 2019, Pages 793-802
نویسندگان
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