Optimization of fuzzy logic based for vector control induction motor drives

Salleh, Zulhisyam; Sulaiman, Marizan; Omar, Rosli; Patakor, Fizatul Aini

doi:10.1109/ceec.2016.7835893

Cited by 6 publications

(4 citation statements)

References 15 publications

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“…By replacing Equations (18) and (19) in rotor flux expressions, they can be written in terms of rotor currents as follows:…”

Section: Loop Control Of Rotor Currentsmentioning

confidence: 99%

“…By substituting the Equations (18), (19), (24) and (25) into Equations (10) and (11), the real and reactive power can be rewritten in terms of rotor currents as follows: Figure 5 represents the general structure of the IFOC. The rotor current references can be estimated from the desired powers.…”

Section: Generation Of the Current Referencesmentioning

confidence: 99%

“…This study is carried out using the standard fuzzy logic parameters. Salleh et al improved the vector control technique by adopting an optimized FLC for induction motor drive systems. This optimization is accomplished by tuning the scaling factor of speed error and change of error and the position of the MSF.…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Power control of variable speed wind turbine based on doubly fed induction generator using indirect field‐oriented control with fuzzy logic controllers for performance optimization

Zamzoum

Mourabit

Errouha

et al. 2018

Energy Science & Engineering

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The main objective of this study is to improve the energy quality extracted by variable speed wind turbine based on doubly fed induction generator. First, the dynamic modeling of different parts of the system is presented. The electrical machine is modeled in PARK reference frame. Thereafter, the control technique is detailed. Indirect field‐oriented control with fuzzy logic controllers (FLC) is used to control the rotor currents and consequently the real and reactive powers of the stator generator. Then, the design of FLC is detailed by tuning its most significant parameters, which are scaling factor rules base and membership functions. Finally, a simulation using the MATLAB/SIMULINK environment is carried out to prove the validation of the control strategy using a 2 MW wind turbine. The results show a satisfactory performance in terms of rapidity, stability, and precision under variable wind speed conditions.

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“…By replacing Equations (18) and (19) in rotor flux expressions, they can be written in terms of rotor currents as follows:…”

Section: Loop Control Of Rotor Currentsmentioning

confidence: 99%

Section: Generation Of the Current Referencesmentioning

confidence: 99%

See 1 more Smart Citation

Power control of variable speed wind turbine based on doubly fed induction generator using indirect field‐oriented control with fuzzy logic controllers for performance optimization

Zamzoum

Mourabit

Errouha

et al. 2018

Energy Science & Engineering

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show abstract

“…Several works in the literature have revealed an increasing attention in control of the DFIG based wind turbines in order to operate reliably and safely. The most dominating strategy is the Field Oriented Control (FOC) based on PI controllers [10]. It is founded on decoupling the d-q components of the rotor currents to control independently the active and reactive powers, which can yield satisfactory dynamic performances [11].…”

Section: Introductionmentioning

confidence: 99%

Active and Reactive Power Control of Wind Turbine based on Doubly Fed Induction Generator using Adaptive Sliding Mode Approach

Zamzoum¹,

Mourabit²,

Errouha³

et al. 2019

ijacsa

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In this work, a robust Adaptive sliding mode controller (ASMC) is proposed to improve the dynamic performance of the Doubly Fed Induction generator (DFIG) based wind system under variable wind speed conditions. Firstly, the dynamic modeling of the main components of the system is performed. Thereafter, the ASMC is designed to control the active and reactive powers of the machine stator. The structure of these controllers was improved by adding two integral terms. Their sliding gains are determined using Lyapunov stability theorem to make them automatically adjusted in order to tackle the external disturbances. Maximum Power Point Tracking (MPPT) strategy was also applied to enhance the power system efficiency. Then, a comparison study with the Field Oriented Control (FOC) based on conventional PI control was conducted to assess the robustness of this technique under the DFIG parameters variations. Finally, a computer simulation was achieved in MATLAB/SIMULINK environment using 2MW wind system model. Satisfactory performances of the proposed strategy were clearly confirmed under variable operating conditions.

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Design and Simulation of Wind Farm Model Using Doubly-Fed Induction Generator Techniques

Alzubaidi

Dawood

2021

Proceedings of International Conference on Emerging Technologies and Intelligent Systems

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Optimization of fuzzy logic based for vector control induction motor drives

Cited by 6 publications

References 15 publications

Power control of variable speed wind turbine based on doubly fed induction generator using indirect field‐oriented control with fuzzy logic controllers for performance optimization

Power control of variable speed wind turbine based on doubly fed induction generator using indirect field‐oriented control with fuzzy logic controllers for performance optimization

Active and Reactive Power Control of Wind Turbine based on Doubly Fed Induction Generator using Adaptive Sliding Mode Approach

Design and Simulation of Wind Farm Model Using Doubly-Fed Induction Generator Techniques

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