Title :
Fast adaptive control against voltage instability
Author :
Haomin Ma ; Hill, David J.
Author_Institution :
Ind. Training Centre, Shenzhen Polytech., Shenzhen, China
Abstract :
Adaptive coordinated voltage control provides coordination of various devices within a wide area and adapts to the changing dynamics of power systems subjected to a series of faults. A new adaptive control is proposed for coordinated voltage control in this paper. The off-line training and on-line learning is used to acquire system knowledge. Accompanied by the system knowledge stored in a long-term memory, the on-line search and flexible control can perform a fast and effective control to prevent voltage instabilities. The simulation results for the IEEE 39 bus and 145 bus systems shows its efficiency. The comparison between controls of these two systems proves that the reduced solution space is not necessarily increased with the system scale.
Keywords :
adaptive control; learning (artificial intelligence); power system stability; 145 bus systems; IEEE 39 bus; adaptive coordinated voltage control; fast adaptive control; flexible control; long-term memory; off-line training; online learning; online search; power systems; solution space; system knowledge; system scale; voltage instability; Adaptive control; Aerospace electronics; Databases; Optimization; Power system dynamics; Power system stability; Voltage control;
Conference_Titel :
Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid (IREP), 2013 IREP Symposium
Conference_Location :
Rethymno
Electronic_ISBN :
978-1-4799-0199-9
DOI :
10.1109/IREP.2013.6629371