A Proposed ANN-Based Acceleration Control Scheme for Soft Starting Induction Motor

Menaem, Amir Abdel; Elgamal, Mohamed; Abdel‐Aty, Abdel‐Haleem; Mahmoud, Emad E.; Chen, Zhe; Hassan, Mohamed A.

doi:10.1109/access.2020.3046848

Cited by 14 publications

(1 citation statement)

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“…Its low cost, simple structure, reliability, and good robustness have made the Induction Motor (IM) a most attractive choice [1,2] for industry applications. To change the speed of IMs, frequency and voltage can be varied.…”

Section: Introductionmentioning

confidence: 99%

An Optimal Fuzzy Logic-based PI Controller for the Speed Control of an Induction Motor using the V/F Method

Mugheri

Keerio

2021

Eng. Technol. Appl. Sci. Res.

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The Induction Motor (IM) is popular because of its low price, higher efficiency, and low maintenance cost. A comparative analysis of IM speed controllers using Voltage/Frequency (V/F) control or Scalar Control (SC) is presented in this paper. SC is commonly used due to its ease of implementation, simplicity, and low cost. To decrease the difficulty and cost of hardware implementation, this paper proposes an optimal Fuzzy Proportional Integral (Fuzzy-PI) controller. Firstly, the speed of IM using the V/F control technique is discussed. Then, speed control of IM using a conventional PI controller is performed. Finally, a simplified-rules Fuzzy-PI controller is developed in MATLAB/SIMULINK and its performance is compared with that of open-loop SC and the traditional PI controller. The performance of the simplified-rules Fuzzy-PI controller is superior to that of an open-loop constant V/F control and a conventional PI controller.

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Section: Introductionmentioning

confidence: 99%