10 فروردین 1403
علي احمديان

علی احمدیان

مرتبه علمی: دانشیار
نشانی: بناب- دانشگاه بناب
تحصیلات: دکترای تخصصی / مهندسی برق
تلفن: 04137745000
دانشکده: دانشکده فنی و مهندسی
گروه: گروه مهندسی برق

مشخصات پژوهش

عنوان
Optimal probabilistic energy management in a typical micro-grid based-on robust optimization and point estimate method
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Uncertainty Robust optimization Point estimate method Energy management Micro-grid
پژوهشگران سید آرش علوی (نفر اول)، علی احمدیان (نفر دوم)، مسعود علی اکبر گلکار (نفر سوم)

چکیده

Uncertainty can be defined as the probability of difference between the forecasted value and the real value. As this probability is small, the operation cost of the power system will be less. This purpose necessitates modeling of system random variables (such as the output power of renewable resources and the load demand) with appropriate and practicable methods. In this paper, an adequate procedure is proposed in order to do an optimal energy management on a typical micro-grid with regard to the relevant uncertainties. The point estimate method is applied for modeling the wind power and solar power uncertainties, and robust optimization technique is utilized to model load demand uncertainty. Finally, a comparison is done between deterministic and probabilistic management in different scenarios and their results are analyzed and evaluated.