NDLI: Adaptive control for an HVDC transmission link with FACTS and a wind farm

Content Provider	IEEE Xplore Digital Library
Author	Yufei Tang Haibo He Jinyu Wen
Copyright Year	2013
Description	Author affiliation: Coll. of Electr., Huazhong Univ. of Sci. & Technol., Wuhan, China (Jinyu Wen) \|\| Dept. of Electr., Comput. & Biomed. Eng., Univ. of Rhode Island, Kingston, RI, USA (Yufei Tang; Haibo He)
Abstract	Due to the nonlinearity, uncertainty and complexity of the power system, it is a challenging task to design an effective control approach based on the exact model using traditional methods. In this paper, we investigate the application of a novel approximate dynamic programming (ADP) architecture, goal representation heuristic dynamic programming (GrHDP), to a large benchmark power system. Unlike traditional ADP design with an action network and a critic network, GrHDP integrates the third network, a goal network, into the actorcritic design (ACD) to automatically and adaptively build an internal reinforcement signal representation to facilitate learning and optimization. Then the GrHDP is employed to control the benchmark power system including a DFIG based wind farm and a STATCOM with HVDC transmission. Various power system states, including the voltage of STATCOM, current of DFIG and DC current of HVDC inverter, are provided to the GrHDP controller to generate three adaptive supplementary control signals. These adaptive supplementary control signals are then provided to the STATCOM controller, DFIG rotor side controller and HVDC master control, respectively. This control structure is validated in Matlab/Simulink to demonstrate its effectiveness in power system control.
Sponsorship	IEEE Signal Process. Soc.
Starting Page	1
Ending Page	6
File Size	2227209
Page Count	6
File Format	PDF
ISBN	9781467348942
e-ISBN	9781467348966
e-ISBN	9781467348959
DOI	10.1109/ISGT.2013.6497897
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-02-24
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Reactive power Power system stability control HVDC transmission Adaptive dynamic control (ADP) Wind farms Power system stability Smart grid control Automatic voltage control Inverters High voltage direct current (HVDC) transmission Mathematical model Wind farm
Content Type	Text
Resource Type	Article

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