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Improved power factor in a low-cost PWM single phase inverter using genetic algorithms
- Source :
- Energy Conversion and Management. 47:1597-1609
- Publication Year :
- 2006
- Publisher :
- Elsevier BV, 2006.
-
Abstract
- In this paper, a method for voltage harmonic elimination in a pulse width modulated (PWM), single phase inverter using genetic algorithms (GAs) is proposed. We explain the resolution method procedure of the non-linear equation systems in order to achieve the appropriate switching angles. The output voltages with k pulses per half cycle are written in terms of switching angles using Fourier series, and the best switching angles are calculated off line to eliminate the third, fifth and seventh harmonics. Then problem is redrafted as an optimization task, and a solution is sought through GAs. For performance comparison with GAs, the Newton–Raphson method is also applied to the present problem. Comparison shows that the genetic algorithm method has some advantages such as a reduced computational burden, faster convergence and guaranteed global optima in most cases relative to the Newton–Raphson method. The developed analysis is experimentally verified by an experimental implementation.
- Subjects :
- Total harmonic distortion
Renewable Energy, Sustainability and the Environment
Computer science
Energy Engineering and Power Technology
Power factor
Harmonic analysis
symbols.namesake
Fuel Technology
Nuclear Energy and Engineering
Control theory
Harmonics
symbols
Harmonic
Inverter
Newton's method
Pulse-width modulation
Subjects
Details
- ISSN :
- 01968904
- Volume :
- 47
- Database :
- OpenAIRE
- Journal :
- Energy Conversion and Management
- Accession number :
- edsair.doi...........0fef9dbd78d6f637d9d67d308186e580