TY - GEN
T1 - Fuzzy-granulation based controller for low distortion in PWM inverter with reduced load power
AU - Narvaez, Dante Inga
AU - Villalva, Marcelo Gradella
AU - Vasquez, Evelyn Lopez
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/1
Y1 - 2017/7/1
N2 - Inverters with pulse width modulation (PWM) for batteries are used in many applications including uninterruptible power supply (UPS) and energy storage system (ESS) for microgrids. According to the recommendations for energy suppliers, the delivered AC voltage must meet some requirements such as suitable voltage levels (between 92% and 105% of the nominal value according to national standard), and total harmonic distortion (THD) that has to be low (less than 10% according to the standard). Since the loads connected to the energy supplier change over time, the performance of a classical controller (designed for the nominal load power) is compromised, which is observed in simulations of the output voltage and THD of the inverter under disconnection of 90% and 98% of the nominal load. Therefore, a Mamdani-type fuzzy controller is designed, which is likely to be robust under those events. Rule base of the fuzzy controller is built by using granulation of information produced by simulation of a classical resonant-PI (R-PI) controller. It is shown that the designed fuzzy controller is able to reduce significantly THD in output voltage of the PWM inverter. Although the root mean square (RMS) value of the output voltage is slightly reduced, it still complains with the PRODIST Module-8 standard, as it is verified through simulations in MATLAB/Simulink.
AB - Inverters with pulse width modulation (PWM) for batteries are used in many applications including uninterruptible power supply (UPS) and energy storage system (ESS) for microgrids. According to the recommendations for energy suppliers, the delivered AC voltage must meet some requirements such as suitable voltage levels (between 92% and 105% of the nominal value according to national standard), and total harmonic distortion (THD) that has to be low (less than 10% according to the standard). Since the loads connected to the energy supplier change over time, the performance of a classical controller (designed for the nominal load power) is compromised, which is observed in simulations of the output voltage and THD of the inverter under disconnection of 90% and 98% of the nominal load. Therefore, a Mamdani-type fuzzy controller is designed, which is likely to be robust under those events. Rule base of the fuzzy controller is built by using granulation of information produced by simulation of a classical resonant-PI (R-PI) controller. It is shown that the designed fuzzy controller is able to reduce significantly THD in output voltage of the PWM inverter. Although the root mean square (RMS) value of the output voltage is slightly reduced, it still complains with the PRODIST Module-8 standard, as it is verified through simulations in MATLAB/Simulink.
KW - Fuzzy controller
KW - PWM inverter
KW - information granulation
KW - reduced load
UR - http://www.scopus.com/inward/record.url?scp=85050524311&partnerID=8YFLogxK
U2 - 10.1109/COBEP.2017.8257238
DO - 10.1109/COBEP.2017.8257238
M3 - Conference contribution
AN - SCOPUS:85050524311
T3 - 14th Brazilian Power Electronics Conference, COBEP 2017
SP - 1
EP - 6
BT - 14th Brazilian Power Electronics Conference, COBEP 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 14th Brazilian Power Electronics Conference, COBEP 2017
Y2 - 19 November 2017 through 22 November 2017
ER -