Strategy to reduce transient current of inverter-side on an average value model high voltage direct current using adaptive neuro-fuzzy inference system controller

Authors : I Made Ginarsa; Sabar Nababan; I Made Ari Nrartha; Agung Budi Muljono; Sultan Sultan
article cite 7 Year 2022
source: International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
Abstract

Growing-up of high voltage direct current (HVDC) penetration into modern power systems (PS) makes difficulty on the PS operation. The HVDC produces high and slow transient current (TC) at start-time, especially for higher up-ramp rate (Urr>20 pu/s). Its condition makes the HVDC cannot be linked and synchronized into the PS rapidly. A strategy to reduce the TC is proposed by an adaptive network based fuzzy inference system (ANFIS) control on inverter HVDC-link to cope up this problem. The ANFIS control is tuned with the help of conventional control in various train-data by using offline mode. Response of ANFIS scheme is improved by suppressing TC at the values of 3.75% for the both phases (A and C), and 3.95% for phase B, for the Urr=30 pu/s. While the conventional control achieved at 9.1% for the both phases (A and B), and 9.2% for the phase C. The ANFIS control gives shorter settling time (0.553 s) than the conventional control (0.584 s) for all phases. The proposed control is more effective than the conventional control at all the scenario.


Concepts :
Microgrid Control and Optimization
Energy Load and Power Forecasting
Railway Systems and Energy Efficiency
article cite 7 Year 2022 source International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
SDGs
Affordable and clean energy
Citations by Year
YearCount
2022 7