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Current(Amps) Voltage(V) Voltage(V) Current(Amp) Comparison Of UPS Inverter Using PI Controller And NN Controller 8 6 4 2 0 -2 -4 -6 -8 0 0.02 0.04 0.06 0.08 0.1 0.12 Time(Sec) 30 20 10 0 -10 -20 -30 0 0.02 0.04 0.06 0.08 0.1 0.12 TIme(Sec) Fig.5 Inverter output current and voltage with PI controller 40 30 20 10 0 -10 -20 -30 -40 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 Time(Sec) 4 3 2 1 0 -1 -2 -3 -4 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 Time(Sec) Fig 6 Inverter output voltage and current with change in load from no-load to full load with neural network controller www.<strong>ijcer</strong>online.com ||May ||2013|| Page 95
Comparison Of UPS Inverter Using PI Controller And NN Controller (a) (b) Fig:7 Experimental results forfullwave diode bridge rectifier (3200 _F 10 )(a) PI controlled UPS Inverter (b) NN Controlled UPS inverter Fig. 7 compares the output voltage and load current waveforms of the NN controlled inverter with those of the PI controlled inverter for a full-wave bridge-rectifier load, whose output is connected directly to a 3200 F capacitor in parallel with a 10 resistor. Fig. 8 compares the THD of the output voltage of the NN controlled inverter with that of the PI controlled inverter under different rectifier-type loads. It is found that the NN controller significantly outperforms the PI controller. Fig. 8. Comparison of the THD of the output voltage under different rectifier-type loads www.<strong>ijcer</strong>online.com ||May ||2013|| Page 96
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