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Robust Energy Management system for a Microgrid with Uncertain Renewable Generation and Load via Taguchi’s Orthogonal Array Method

عنوان مقاله: Robust Energy Management system for a Microgrid with Uncertain Renewable Generation and Load via Taguchi’s Orthogonal Array Method
شناسه ملی مقاله: IEAC04_035
منتشر شده در چهارمین کنفرانس بین المللی فناوری و مدیریت انرژی در سال 1396
مشخصات نویسندگان مقاله:

Sevda Zeinal-Kheiri - Faculty of Electrical and Computer Engineering Faculty of Electrical and Computer Engineering،University of Tabriz University of Tabriz،Tabriz-Iran
Amin Mohammadpour-Shotorbani - Faculty of Electrical and Computer Engineering،University of Tabriz،Tabriz-Iran
Behnam Mohammadi-Ivatloo - Faculty of Electrical and Computer Engineering،University of Tabriz،Tabriz-Iran
Saeid Ghassem-Zadeh - Faculty of Electrical and Computer Engineering،University of Tabriz،Tabriz-Iran

خلاصه مقاله:
Supplying the load while getting the maximumbenefit and minimum cost is the key objective of the Energymanagement systems for the microgrids. In practice, the prediction of the intermittent renewable generation and loads arenot exact, and are considered as uncertain factors. For dealingwith these uncertainties and making the system less sensitive touncertainties, scenario-based robust design method is employedin this paper. Robust programming ensures the least acceptablebenefits in the presence of uncertainties and large violation oftheir predicted amounts. In this study, scenario-based robustenergy management is proposed, in which the scenarios aredesigned by Taguchi’s orthogonal array testing method. Robustenergy management system for a microgrid with uncertain inputvariables is defined as getting the minimum desired benefiteven when large deviations of uncertainties from their predictedamounts occurs. In this study, maximum total cost in the presenceof uncertain renewable generation and load is considered in theworst-case scenario for robust management. Typical microgrid isconsidered for showing the effectiveness of the proposed method,and GAMS software is used for the optimization.

کلمات کلیدی:
Robust energy management, Microgrid, Orthogonal array testing method, Scenario-based, Uncertainty, Worstcase

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/749920/