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Beschreibung
This book proposes an effective Maximum Power Point Tracking (MPPT) controller being incorporated into a solar Photovoltaic system supplying a Brushless DC(BLDC) motor drive as the load. The MPPT controller makes use of a Genetic Assisted Radial Basis Function Neural Network based technique that includes a high step up Interleaved DC-DC converter. The BLDC motor combines a controller with a Proportional Integral (PI) speed control loop. MATLAB/Simulink has been used to construct the dynamic model and simulate the system. The solar Photovoltaic system uses Genetic Assisted¿Radial Basis Function¿ Neural Network (GA-RBF-NN) where the output signal governs the DC-DC boost converters to accomplish the MPPT. This proposed GA-RBF-NN based MPPT controller produces an average power increase of 26.37% and faster response time.
Details
| Verlag | LAP LAMBERT Academic Publishing |
| Ersterscheinung | 14. Mai 2018 |
| Maße | 22 cm x 15 cm x 0.7 cm |
| Gewicht | 173 Gramm |
| Format | Softcover |
| ISBN-13 | 9786139829408 |
| Seiten | 104 |