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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Harmonics Reduction in Supply Source using ANN for Induction Motor |
| Authors Name: | Karthik T K , Dr. Vasudevamurthy S , Hamsaja J , Meghana M , Nanjundaswamy H M |
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| Author Reg. ID: |
IJNRD_200144
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| Published Paper Id: | IJNRD2306579 |
| Published In: | Volume 8 Issue 6, June-2023 |
| DOI: | |
| Abstract: | Power system engineers are deeply concerned about the negative effects of harmonics caused by nonlinear loads on the quality of power. Recent research has focused on addressing this issue by employing various filter configurations at the load end. In this study, a new method is presented that utilizes an Artificial Neural Network (ANN) controller to reduce current harmonics at the source end of an induction motor. To enhance the dynamic performance of three-phase induction motors, a vector control approach is employed. A mathematical model of the three-phase induction motor is developed, and both Direct Torque Control based Space Vector Pulse Width Modulation (SVPWM) for a three-phase voltage source inverter and ANN controllers are used to minimize the source current harmonics. The model is simulated using MATLAB/Simulink software and implemented in hardware by integrating an induction motor drive with SVPWM on the supply side. From simulation it is observed that THD is reduced. |
| Keywords: | Artificial Neural network, Space vector pulse width modulation, Vector control, Voltage source inverter |
| Cite Article: | "Harmonics Reduction in Supply Source using ANN for Induction Motor", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 6, page no.f753-f758, June-2023, Available :http://www.ijnrd.org/papers/IJNRD2306579.pdf |
| Downloads: | 000118756 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2306579 Registration ID: 200144 Published In: Volume 8 Issue 6, June-2023 DOI (Digital Object Identifier): Page No: f753-f758 Country: Bengaluru, Karnataka, India Research Area: Electrical Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2306579 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2306579 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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