Title :
New external neuro-controller for series capacitive reactance compensator in a power network
Author :
Park, Jung-Wook ; Harley, Ronald G. ; Venayagamoorthy, Ganesh K.
Author_Institution :
Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The controllable capacitive reactance can be used as the input variable for the external controller of a series capacitive reactance compensator (SCRC) to improve the damping of low-frequency oscillations of the rotor angle and active power in a power system. Conventional linear PI controllers are tuned for best performance at one specific operating point of the nonlinear power system. At other operating point its performance degrades. Nonlinear optimal neuro-controllers are able to overcome this degradation. In this paper, the dual heuristic dynamic programming (DHP) optimization algorithm is applied to design an external nonlinear optimal neuro-controller for the SCRC. Simulation studies using PSCAD/EMTDC® software are presented.
Keywords :
control system synthesis; dynamic programming; heuristic programming; neurocontrollers; nonlinear control systems; optimal control; power distribution control; power system CAD; power transmission control; rotors; EMTDC software; PSCAD software; active power; dual heuristic dynamic programming; external nonlinear optimal neurocontroller design; flexible ac transmission systems; low frequency oscillations damping; nonlinear optimal neurocontrollers; nonlinear power systems; optimization algorithm; power networks; rotor angle; series capacitive reactance compensator; Control systems; Damping; Degradation; Design optimization; Dynamic programming; Input variables; Nonlinear control systems; PSCAD; Power system dynamics; Power system simulation; Dual heuristic programming; flexible ac transmission systems devices; optimization; power system; series capacitive reactance compensator;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2004.826802