28 مرداد 1401
مهدي احمدي جيردهي

مهدی احمدی جیردهی

مرتبه علمی: استادیار
نشانی: ایران- کرمانشاه- بزرگراه امام خمینی- دانشگاه صنعتی کرمانشاه
تحصیلات: دکترای تخصصی / مهندسی برق- قدرت
تلفن: 0838305001
دانشکده: دانشکده انرژی

مشخصات پژوهش

عنوان
A new approach for probabilistic harmonic load flow in distribution systems based on data clustering
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Data clustering, Distribution systems, Monte Carlo simulation, Non-linear loads, Probabilistic harmonic load flow, Uncertainty
پژوهشگران سجاد گلوانی (نفر اول)، سعید رضائیان مرجانی (نفر دوم)، جواد مرسلی (نفر سوم)، مهدی احمدی جیردهی (نفر چهارم)

چکیده

Due to the ever-increasing use of non-linear loads and their undesired effects on distribution systems operation, harmonic analysis should be taken into consideration. On the other hand, the probabilistic nature of power systems makes it necessary to consider the harmonic analysis in a probabilistic environment. In this paper, a data clustering based algorithm is used for probabilistic assessment of harmonic load flow, for the frst time. Despite the previous probabilistic harmonic load flow (PHLF), in which uncertainties are considered on grid connected renewable generations, load demands, generators, transmission lines probable failure, etc., this paper considers uncertainties on the location and non-linear load portion of nodal loads. Moreover, an organized PHLF algorithm is formulated in this paper. In order to show the superior abilities of the proposed method, the method is applied on the IEEE 37 node test system and the results are compared by the Monte Carlo simulation (MCS) method.