Load Frequency Control of Microgrids Using Fuzzy Type-2 Order Fractional Controller
نویسندگان
چکیده مقاله:
Abstract: Restructuring in the electricity industry, global warming and environmental concerns about power plant pollution, energy price fluctuations have fueled the emergence of renewable energy in the electricity industry. In the last three decades, scattered energy sources, which are both economically and economically more suitable for the production of pollutants, have been used to supply energy needed by industry and domestic consumption. Along with scattered power generation resources, a new concept has emerged in power grids called microgrids. One of the most important challenges in island micro-networks is to balance power generation and power consumption and thereby to maintain frequency stability when disturbances occur. Therefore, this paper presents a novel control method for secondary frequency-charge control of micro-grids. The control method proposed in this study is based on type-II fuzzy controllers and fractional-order controllers. The advantages of the proposed method can be 1) resilience to uncertainties, 2) high accuracy and performance in stabilizing the island microcontroller. Finally, several simulations and comparisons have been performed to better evaluate the performance of the proposed controller. Also, using the OPAL-RT hardware system, all the results of the simulation are compared with the practical results and their optimal match is shown.
منابع مشابه
Ijoeet Load Frequency Control of Hybrid System Using Fuzzy Controller and Implementing Neuro Fuzzy Controller
This paper introduces the configuration and investigation of Neuro-Fuzzy controller taking into account Adaptive Neuro-Fuzzy Inference System (ANFIS) structural engineering for Load recurrence control of a segregated wind-smaller scale hydro-diesel half and half power framework, to manage the recurrence deviation and force deviations. Because of the sudden burden changes and discontinuous wind ...
متن کاملLoad Frequency Control Based on Improved Fuzzy Controller in the Microgrid with Thermoelectric Generator
The Microgrid is a small-scale controlled power system, which can be used in islanded mode or in a grid-connected one to provide power. In the islanded Microgrid, the system frequency will be affected severely by the smallest disturbance which can happen due to light inertia in the system. In the independent Microgrid, several generation sources such as solar, wind, and so on can be considered....
متن کاملFrequency Control of Islanded Microgrids Based on Fuzzy Cooperative and Influence of STATCOM on Frequency of Microgrids
In this paper, the effect of a static synchronous compensator (STATCOM) influence on the frequency of islanded microgrids based on frequency control using fuzzy cooperative control is investigated. To achieve fast frequency control, instantaneous power balance between generation and consumption is inevitable, and it can be supplied through energy storage systems such as battery with a proper fr...
متن کاملLoad frequency control of two-area interconnected power system using fuzzy logic control approach
Power systems are composed of power units that are constantly connected to each other and the electric power flux is constantly moving between them. All systems must be implemented in such a way that not only under normal conditions but also unwanted inputs or disturbances, are applied. It also remains stable or returns to a stable name at the earliest possible time. The fundamental factors...
متن کاملApplication of type-2 fuzzy logic system for load frequency control using feedback error learning approaches
In this paper, the type-2 fuzzy logic system (T2FLS) controller using the feedback error learning (FEL) strategy has been proposed for load frequency control (LFC) in the restructure power system. The original FEL strategy consists of an intelligent feedforward controller (INFC) (i.e. artificial neural network (ANN)) and the conventional feedback controller (CFC). The CFC acting as a general fe...
متن کاملComparison of Multi-Area Load Frequency Control by PI and Fuzzy Logic Controller Using SMES
In this paper a Fuzzy Logic based load frequency control system (LFC) with Superconductor Magnetic Energy Storage System (SMES) in a multi area electric power system was explained. If a large power imbalance is suddenly happened in a multi area power electric system, generation units and also consumer sides will be affected by the distortion in the energy balance between both two sides. This im...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ذخیره در منابع من قبلا به منابع من ذحیره شده{@ msg_add @}
عنوان ژورنال
دوره 8 شماره 2
صفحات 1- 9
تاریخ انتشار 2019-09
با دنبال کردن یک ژورنال هنگامی که شماره جدید این ژورنال منتشر می شود به شما از طریق ایمیل اطلاع داده می شود.
کلمات کلیدی برای این مقاله ارائه نشده است
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023