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  • https://doi.org/10.1007/978-981-16-2123-9_29Copy DOI Icon

Additional Control Based on ANFIS Algorithm to Improve Transient Current of Converter-Side in HVDC Transmission System

  • Aug 14, 2021
  • I Made Ginarsa +4 more
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Abstract

Soft computing likes ANFIS now penetrating the control system, especially for power semi-conductor and power system controls. Control of trigger angle is one of an important method to deliver power through high-voltage direct current (HVDC) transmission system effectively. Higher transient of current is one problem of HVDC on start-period, for up-ramp at 20 pu/s or higher. To cove this problem, the ANFIS control scheme is proposed to suppress the transient current in this research. The ANFIS control is built by using data train that these data are obtained from the simulation of HVDC system equipped by PI control under various loads and up-ramp rates. Training of ANFIS controller is done by input–output in 5000 data points. After training stage, the ANFIS controller is embedded into HVDC converter through fuzzy logic controller tool. Simulation results show that the proposed control is more effective to reduce the transient current in all scenarios compared to conventional PI control. Where the peak overshoot of transient current is achieved at the value of 1.11 pu for the proposed control. While the peak overshoot of transient current for conventional PI control is obtained at the value of 1.148 pu.

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