Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller
Ensuring a reliable and stable power supply to consumers is of utmost importance in modern distribution systems. Many power quality issues, such as voltage fluctuations, harmonic distortions, transient events, load forecasting, and voltage sag/swell compensation, can lead to operational inefficienci...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2024-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/02/e3sconf_icregcsd2023_01003.pdf |
| _version_ | 1797343667291160576 |
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| author | Chenchireddy Kalagotla Varma N. Rajasekhar Lasya Pendem Paven Kalyan Goud N. Nithin Meegu Kumarteja Mandadi |
| author_facet | Chenchireddy Kalagotla Varma N. Rajasekhar Lasya Pendem Paven Kalyan Goud N. Nithin Meegu Kumarteja Mandadi |
| author_sort | Chenchireddy Kalagotla |
| collection | DOAJ |
| description | Ensuring a reliable and stable power supply to consumers is of utmost importance in modern distribution systems. Many power quality issues, such as voltage fluctuations, harmonic distortions, transient events, load forecasting, and voltage sag/swell compensation, can lead to operational inefficiencies and compromise the performance of sensitive electronic equipment. The main causes of power quality problems are short circuits and overloads, reactive power imbalance, transients, equipment malfunctions, and ground issues. The ANFIS model leverages the strengths of both neural networks and fuzzy logic to effectively address power quality challenges. Thus, by using the ANFIS model for power quality improvement, we reduce the supply current harmonics by maintaining IEEE 519 standards. The stimulation results are implemented using MATLAB Simulink software. The simulation results are verified source current, load current and supply voltage, The THD value of source current. |
| first_indexed | 2024-03-08T10:51:03Z |
| format | Article |
| id | doaj.art-2081776ede2b4f328bda258d11524720 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-03-08T10:51:03Z |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-2081776ede2b4f328bda258d115247202024-01-26T16:47:00ZengEDP SciencesE3S Web of Conferences2267-12422024-01-014720100310.1051/e3sconf/202447201003e3sconf_icregcsd2023_01003Source Current Harmonic Cancellation in Distribution System by Using ANFIS ControllerChenchireddy Kalagotla0Varma N. Rajasekhar1Lasya Pendem2Paven Kalyan Goud N.3Nithin Meegu4Kumarteja Mandadi5Professor, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaProfessor, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaUG Students, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaUG Students, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaUG Students, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaUG Students, Department of EEE, Teegala Krishna Reddy Engineering College, TelanganaEnsuring a reliable and stable power supply to consumers is of utmost importance in modern distribution systems. Many power quality issues, such as voltage fluctuations, harmonic distortions, transient events, load forecasting, and voltage sag/swell compensation, can lead to operational inefficiencies and compromise the performance of sensitive electronic equipment. The main causes of power quality problems are short circuits and overloads, reactive power imbalance, transients, equipment malfunctions, and ground issues. The ANFIS model leverages the strengths of both neural networks and fuzzy logic to effectively address power quality challenges. Thus, by using the ANFIS model for power quality improvement, we reduce the supply current harmonics by maintaining IEEE 519 standards. The stimulation results are implemented using MATLAB Simulink software. The simulation results are verified source current, load current and supply voltage, The THD value of source current.https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/02/e3sconf_icregcsd2023_01003.pdf |
| spellingShingle | Chenchireddy Kalagotla Varma N. Rajasekhar Lasya Pendem Paven Kalyan Goud N. Nithin Meegu Kumarteja Mandadi Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller E3S Web of Conferences |
| title | Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller |
| title_full | Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller |
| title_fullStr | Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller |
| title_full_unstemmed | Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller |
| title_short | Source Current Harmonic Cancellation in Distribution System by Using ANFIS Controller |
| title_sort | source current harmonic cancellation in distribution system by using anfis controller |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/02/e3sconf_icregcsd2023_01003.pdf |
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