ANFIS controller for vector control of three phase induction motor

Joshi, G K; J, Pinto Pius A

doi:10.11591/ijeecs.v19.i3.pp1177-1185

Cited by 21 publications

(15 citation statements)

References 14 publications

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“…A vector controller alligned on the PW reference frame is proposed to change the speed and reactive power independently [24]. The reactive power and speed are calculated analytically using the mathematical model of BDFIM while the PI controller gains are derived through the IMC method.…”

Section: Proposed Imc Based Vc Schemementioning

confidence: 99%

Dynamic response enhancement of BDFIG using vector control scheme based internal model c ontrol

Memon

Mustafa²,

Baloch³

et al. 2021

IJEECS

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Doublefed induction generator(DFIG) has shown tremendous success inwind turbines due to its flexibility and ability to regulate the active andreactive power. However, the presence of brushes and slip rings affects itsreliability, stability, and power quality. Furthermore, itdoes not providepromising outcomes in case of faults even in presence of the crowbar circuit.In contrast, thebrushless doubly fed induction generator(BDFIG) is a morereliable option for wind turbines than its mentioned counterpart due to theabsence of the brushes and slip rings. This research work as such attempts toimprove the dynamic performance of thevector control(VC)oriented powerwinding (PW) stator flux-based BDFIG by optimally selecting theproportional-integral(PI) gains throughinternalmodel control(IMC)approach. The proposed control scheme is utilized to regulate the speed,torque, and reactive power of the considered BDFIG independently. Contraryto the previous literature where the “trial and error method” is generallyutilized, the current research work uses the IMC for selecting the mostsuitable PI parameters, thus reduces the complexity, time consumption, anduncertainty in optimal selection. The considered BDFIG based wind turbinewith the proposed control scheme provides a better BDFIG control designwith an enhanced dynamic response as compared to that of the same withDFIG under identical operating conditions and system configurations.

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Section: Proposed Imc Based Vc Schemementioning

confidence: 99%

Dynamic response enhancement of BDFIG using vector control scheme based internal model c ontrol

Memon

Mustafa²,

Baloch³

et al. 2021

IJEECS

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show abstract

“…A vector controller oriented on the PW reference frame is proposed to regulate the speed and reactive power independently [20]. The reactive power and speed are calculated analytically using the mathematical model of BDFIM while the PI controller gains are derived through the IMC method [21].…”

Section: Proposed Control Techniquementioning

confidence: 99%

Internal mode control based coordinated controller for brushless doubly fed induction generator in wind turbines during fault conditions

Memon

Mustafa

Khidrani

et al. 2021

IJEECS

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Brushless double fed induction generator (BDFIG) based machines have gained popularity in wind turbine applications because of their easily accessible design. Low voltage ride through (LVRT) is critical for the reliable integration of renewable energy with the power grid. The refore, LVRT capability of brushless DFIGs makes them an attractive choice for maintaining voltage stability in grid. The existing works on BDFIG control suffer from two major drawbacks. Firstly, the methodology does not consider LVRT as a design metric, and secondly, these techniques do not have any means for coordinating between a machine side inverter (MSI) and grid side inverter (GSI). This results in sub-optimal controller design and eventually result in the violation of grid code requirements. To solve these issues, this paper proposes the use of brushless DFIGs in wind turbines using a control technique based on analytical modeling. Moreover, employing internal model control (IMC), the proposed technique can effectively coordinate the control between the MSI and GSI resulting in reduced oscillations, overshoots and improved stability under fault conditions. Furthermore, the simulation results for wind turbine generators show that the proposed scheme significantly improves the stability and compliance of grid codes ascompared to the existing hardware techniques.

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“…Another study reported the impacts of motor and simulated motors, which were examined using motor current signature analysis (MCSA) and also through observation of magnetic flux density outside the motor [11]. Different approaches have been adopted to control the [4,[12][13][14][15] these approaches are explained below. Several experimental outcomes were provided to showing the impact of bearing and armature faults in single-phase induction motor [16].…”

Section: Introductionmentioning

confidence: 99%

Detection of internal and external faults of single-phase induction motor using current signature

AL-Yoonus

Alyozbaky

2021

IJECE

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<span>The main aim of this work is to analyze the input current waveform for a single-phase induction capacitor-run motor (SIMCR) to detect the faults. Internal and external faults were applied to the SIMCR and the current was measured. An armature (broken rotor bar) and bearing faults were applied to the SIMCR. A microcontroller was used to record the motor current signal and MATLAB software was used to analyze it with the different types of fault with varying load operations. Various values of the running capacitor were used to investigate the effect of these values on the wave-current shape. Total harmonic distortion (THD) for the voltage and current was measured. A deep demonstration of the experimental results was also provided for a better understanding of the mechanisms of bearing and armature faults (broken rotor bars) and the vibration was recorded. Spectral and power analyses revealed the difference in total harmonic distortion. The proposed method in this paper can be used in various industrial applications and this technique is quite cheap and helps most of the researchers and very effectual.</span>

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ANFIS controller for vector control of three phase induction motor

Cited by 21 publications

References 14 publications

Dynamic response enhancement of BDFIG using vector control scheme based internal model c ontrol

Dynamic response enhancement of BDFIG using vector control scheme based internal model c ontrol

Internal mode control based coordinated controller for brushless doubly fed induction generator in wind turbines during fault conditions

Detection of internal and external faults of single-phase induction motor using current signature

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