Real time implementation of interval type-2 fuzzy logic based damping controller for wind integrated power system

Naik, Kanasottu Anil

doi:10.1177/0309524x211030186

Cited by 5 publications

(3 citation statements)

References 51 publications

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“…In practice, membership function is a key part of fuzzy set theory, which quantitatively describes fuzzy concepts. The general fuzzy distribution functions are divided into normality, upper and lower ring types ( Anil Naik, 2022 ).…”

Section: Theoretical Research and Model Methods Designmentioning

confidence: 99%

Higher education management in western regions by educational power strategy and positive psychology

Sun

2023

Front. Psychol.

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With the deepening of the strategy of strengthening the country through education, the innovation and development of higher education, system reform and teaching innovation in the western region have become the focus of researchers’ attention, and the optimization of educational power strategy has always been an important basis for the development of teaching work. On the basis of fuzzy models Takagi and Sugeno (T–S), this paper constructs an educational resource recommendation model based on T–S fuzzy neural network, verifies the feasibility of the model, further combines the educational resource recommendation model with university teaching, and analyzes the application effect. The current situation of educational resources investigation in M College is analyzed. It is found that the full-time teachers’ overall academic qualifications are not high, the proportion of young full-time teachers with certain experience is small, and the professional advantages of the school are not obvious. After applying the educational resource recommendation model, the accuracy of educational resource recommendation is obviously improved, and the design is feasible. The educational management mode with positive psychological emotions has a good teaching effect, which can greatly improve teachers’ dedication and concentration. Positive psychological emotions can reduce the possibility of intensification of contradictions and the possibility of behavioral opposition. Teaching resource recommendation mode can improve college students’ interest in the application of teaching resources to a certain extent, and their application satisfaction is obviously improved. This paper not only provides technical support for the improvement of teaching management resource recommendation mode, but also contributes to the optimization of teaching power strategy.

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Section: Theoretical Research and Model Methods Designmentioning

confidence: 99%

Higher education management in western regions by educational power strategy and positive psychology

Sun

2023

Front. Psychol.

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“…They have seven fuzzy subsets. Furthermore, the fuzzy inference is performed based on the Sugeno technique, and the defuzzification uses the gravity center to identify the output of this FL control strategy (Anil Naik, 2022).…”

Section: Introductionmentioning

confidence: 99%

Overview of control strategies for wind turbines: ANNC, FLC, SMC, BSC, and PI controllers

Yessef¹,

Bossoufi²,

Taoussi³

et al. 2022

Wind Engineering

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The design of robust and precise control of obtaining maximum power yield is an important area of research in wind engineering. In the context of maximizing the amount of power extraction in wind energy conversion systems (WECS), this research work proposes and evaluates five MPPT algorithms. These types are respectively a proportional integral controller (PI), a non-linear control based on sliding modes (SMC), a backstepping approach (BSC), a control using artificial intelligence based on neural network (ANNC), and a fuzzy logic control (FLC). Two different wind profiles, a step wind profile and a real wind profile, were considered for the comparative study. The response time, dynamic error percentage, and static error percentage were the quantitative parameters compared, and the qualitative parameters included set-point tracking and precision. This test demonstrated the superiority of the ANNC controller with an error static that not exceed 0.39% and a response time ~0.0024 seconds.

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“…A super-twisting sliding mode is proposed with MSC to regulate the DC-link voltage and improve the LVRT capability (Nasiri et al, 2019). The interval type-2 fuzzy logic control (FLC) method to enhance the PMSG’s dynamic performance and the LVRT capability during one-phase and three-phase faults in the presence of a braking chopper (BC) system was proposed (Anil Naik, 2021; Gencer, 2019; Metwally Mahmoud et al, 2021). In literature (Nasiri et al, 2015), the authors have used a BC to improve the LVRT capability of PMSG-based wind energy generation at a voltage dip event (Mahmoud et al, 2019a).…”

Section: Introductionmentioning

confidence: 99%

An internal parallel capacitor control strategy for DC-link voltage stabilization of PMSG-based wind turbine under various fault conditions

et al. 2021

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In recent years, wind energy conversion systems (WECSs) have been growing rapidly. Due to various advantages, a permanent magnet synchronous generator (PMSG) is an appealing solution among different types of wind generators. As wind power penetration level in the grid increases, wind power impacts the grid and vice versa. The most essential concerns in the system are voltage sag and swell, and grid code compliance, particularly for low voltage ride-through (LVRT) and high voltage ride-through (HVRT) capability, is a pressing necessity. This paper presents a parallel capacitor (PC) control strategy to enhance the LVRT and HVRT capability of PMSG. Furthermore, this study presents a method for the sizing of a PC system for the reduction of the overvoltage of the DC-link during voltage sags and swell. Fast Fourier transform analysis is used to determine the total harmonic distortion (THD) for the injected current into the grid. The obtained results illustrate the effectiveness of the proposed system in keeping the DC-link voltage below the limit, power quality improvement, and increasing the LVRT and HVRT capability. Models of wind turbine, PMSG, and PC control system are built using MATLAB/SIMULINK software.

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Real time implementation of interval type-2 fuzzy logic based damping controller for wind integrated power system

Cited by 5 publications

References 51 publications

Higher education management in western regions by educational power strategy and positive psychology

Higher education management in western regions by educational power strategy and positive psychology

Overview of control strategies for wind turbines: ANNC, FLC, SMC, BSC, and PI controllers

An internal parallel capacitor control strategy for DC-link voltage stabilization of PMSG-based wind turbine under various fault conditions

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