Virtual inertia control parameter regulator of doubly fed induction generator based on direct heuristic dynamic programming

The most widely applied doubly-fed induction generator (DFIG) leads to insufficient frequency regulation ability of power system. The virtual inertia control can adjust the active power of DFIG according to frequency fluctuation. However, the frequent changes in power flow and operating point bring...

Full description

Saved in:
Bibliographic Details
Published inEnergy reports Vol. 8; pp. 259 - 266
Main Authors Zhang, Jialin, Li, Fan, Chen, Tianyi, Cao, Yang, Wang, Dan, Gao, Xin
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.11.2022
Elsevier
Subjects
Direct heuristic dynamic programming
Doubly-fed induction generator
Parameter optimization
Virtual inertia control
Parameter optimization
Virtual inertia control
Direct heuristic dynamic programming
Doubly-fed induction generator
Online AccessGet full text

Cover

More Information
Summary:The most widely applied doubly-fed induction generator (DFIG) leads to insufficient frequency regulation ability of power system. The virtual inertia control can adjust the active power of DFIG according to frequency fluctuation. However, the frequent changes in power flow and operating point bring great challenges to traditional virtual inertia controller with fixed parameters. Direct Heuristic Dynamic Programming (Direct HDP) based control parameter regulator is proposed in this paper to obtain the optimal control parameters when the operation condition changes. Compared with the initial parameters, the response has been significantly improved after adaptive optimization by the proposed method when the system operating point changes.
ISSN:2352-4847
2352-4847
DOI:10.1016/j.egyr.2022.05.190