کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6860353 1438739 2014 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A model predictive control framework for reliable microgrid energy management
ترجمه فارسی عنوان
یک چارچوب کنترل پیش بینی مدل برای مدیریت انرژی میکروگرید قابل اعتماد
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
This paper proposes a framework for reliable microgrid energy management based on receding horizon control. A microgrid is considered for exemplification, connected to an external grid via a transformer and containing a local consumer, a renewable generator (wind turbine) and a storage facility (battery). Optimal scheduling of battery is sought for minimizing costs. To this aim, a predictive control framework is proposed, which allows taking into consideration cost values, power consumption and generation profiles, and specific constraints. Uncertainty due to variations in the generator model parameters is taken into account. The efficiency of the proposed approach is validated through simulation results and comparisons using real numerical data for a test system often considered in bulk power system reliability evaluation studies. The obtained results show that predictive control is a viable approach for providing optimal energy management solutions accounting for costs, profiles and constraints.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Electrical Power & Energy Systems - Volume 61, October 2014, Pages 399-409
نویسندگان
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