Paper Info
Title
Adaptive control for an HVDC transmission link with FACTS and a wind farm
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.
Year
DOI
Venue
2013
10.1109/ISGT.2013.6497897
ISGT
Keywords
Field
DocType
actorcritic design,acd,approximate dynamic programming,signal representation,power system control,internal reinforcement signal representation,adaptive dynamic control (adp),hvdc transmission link,goal network,asynchronous generators,rotors,matlab-simulink,doubly fed induction generators,dfig rotor side controller,hvdc power transmission,wind farm,adaptive control,dfig based wind farm,hvdc inverter,adaptive supplementary control signals,power system stability control,flexible ac transmission systems,smart grid control,goal representation heuristic dynamic programming,invertors,facts,dynamic programming,high voltage direct current (hvdc) transmission,grhdp controller,hvdc master control,wind power plants
Dynamic programming,Inverter,Control theory,MATLAB,Control theory,Power control,Electric power system,Control engineering,Rotor (electric),Engineering,Adaptive control
Conference
Volume
Issue
ISBN
null
null
978-1-4673-4895-9
Citations 
PageRank 
References 
11
0.86
6
Authors
3
Name
Order
Citations
PageRank
Yufei Tang120322.83
Haibo He23653213.96
Jinyu Wen323326.09