Adaptive Intelligent Model Predictive Control for Microgrid Load Frequency

نویسندگان

چکیده

In this paper, self-tuning model predictive control (MPC) based on a type-2 fuzzy system for microgrid frequency is presented. The calculates the parameters and coefficients of online. examined, there are sources photovoltaic power generation, wind, diesel, fuel cells (with hydrogen electrolyzer), batteries flywheels. simulating load changes, changes in production capacity solar wind resources as well (uncertainty) all considered. performances three systems including traditional MPC, MPC type-1 compared. results show that has best performance, followed by with slight difference between two results.

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ژورنال

عنوان ژورنال: Sustainability

سال: 2022

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su141811772