Study on A Novel ANFIS Controller for VSC-HVDC

DOI

10.2991/iiicec-15.2015.232How to use a DOI?

Keywords

ANFIS; VSC-HVDC; PID

Abstract

Due to the PI control system for VSC-HVDC(Voltage Source Converter based High Voltage Direct Current) has problems of tuning parameters, excess number and so on, a novel controller composed of PID function and multiple-output Adaptive Neuro-Fuzzy Inference System (PID-ANFIS) is presented in this paper which is made up of neural network, two order fuzzy control and PID control. The PID-ANFIS controller takes place of double loop PI control system, performing the functions of PI inner loop’s fast tracking and decoupling as well as PI outer loop’s variable transition. The simulation results show: the controller presented has significant improvement with faster speed, smaller overshoot and better robustness by comparison to PI and it is a viable choice for VSC-HVDC control system.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Tian Yang
AU  - Ran Li
PY  - 2015/03
DA  - 2015/03
TI  - Study on A Novel ANFIS Controller for VSC-HVDC
BT  - Proceedings of the 2015 International Industrial Informatics and Computer Engineering Conference
PB  - Atlantis Press
SP  - 1039
EP  - 1042
SN  - 2352-538X
UR  - https://doi.org/10.2991/iiicec-15.2015.232
DO  - 10.2991/iiicec-15.2015.232
ID  - Yang2015/03
ER  -