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یک روش بهینه برای تعیین وضعیت اتصال ریزشبکه به شبکه سراسری با استفاده از اطلاعات محلی | ||
مجله مهندسی برق دانشگاه تبریز | ||
دوره 50، شماره 3 - شماره پیاپی 93، آبان 1399، صفحه 1429-1440 اصل مقاله (647.08 K) | ||
نوع مقاله: علمی-پژوهشی | ||
نویسندگان | ||
نادر هاتفی ترشیزی؛ حمید رضا نجفی؛ عباس صابری نوقابی* | ||
دانشکده مهندسی برق و کامپیوتر- دانشگاه بیرجند | ||
چکیده | ||
بهمنظور عملکرد مناسب سیستم کنترل و حفاظت ریزشبکه، لازم است تغییر وضعیت اتصال ریزشبکه با شبکه سراسری در کمترین زمان ممکن شناسایی شود. در این مقاله، یک روش بهینهسازی بهمنظور تعیین پارامترهای ورودی روش کلاسهبندی به کمک اطلاعات محلی پیشنهاد شده است. هدف مسئله بهینهسازی، حداقلکردن زمان تشخیص و افزایش دقت تشخیص است. همچنین در روش کلاسهبندی سه حالت وقوع جزیره، اتصال مجدد به شبکه و سایر رخدادها در نظر گرفته شده است. تابع هدف این مسئله بهصورت مجموع وزندار ضریب زمان و خطای تشخیص رله تعریف شده است. با توجه به اینکه ورودیهای مسئله تشخیص میتوانند پارامترهای مختلف شبکه مانند فرکانس، ولتاژ، جریان، توان و یا مؤلفههای توالی آنها و یا نرخ تغییرات آنها باشند، متغیرهای مسئله بهینهسازی، تعداد و نوع پارامترهای ورودی مسئله کلاسهبندی در نظر گرفته شده است. از الگوریتم ژنتیک برای حل این مسئله بهینهسازی و از روش ماشین بردار پشتیبان برای کلاسهبندی استفاده شده است. بهمنظور بررسی صحت روش پیشنهادی، حالات مختلفی از شرایط بهرهبرداری ریزشبکه در نظر گرفته شده و در هر حالت، رخدادهای متفاوتی مدلسازی شدهاند. مقایسه نتایج حاصله با نتایج سایر مقالات برتری روش پیشنهادی را نشان میدهد. | ||
کلیدواژهها | ||
اتصال مجدد؛ اطلاعات محلی؛ ماشین بردار پشتیبان؛ تشخیص جزیرهای؛ ریزشبکه؛ الگوریتم ژنتیک | ||
مراجع | ||
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آمار تعداد مشاهده مقاله: 482 تعداد دریافت فایل اصل مقاله: 381 |