Title :
Overload Alleviation With Preventive-Corrective Static Security Using Fuzzy Logic
Author :
Lenoir, Laurent ; Kamwa, Innocent ; Dessaint, Louis A.
Author_Institution :
Dept. de genie Electr., Ecole deTechnologie Super., Montreal, QC
Abstract :
This paper presents a concept overview of an automatic operator of electrical networks (AOEN) for real-time alleviation of component overloads and increase of system static loadability, based on state-estimator data only. The control used for this purpose is real-power generation rescheduling, although any other control input could fit the new framework. The key performance metrics are the vulnerability index of a generation unit (VIGS) and its sensitivity (SVIGS), accurately computed using a realistic ac power flow incorporating the AGC model (AGC-PF). Transmission overloads, vulnerability indices and their sensitivities with respect to generation control are translated into fuzzy-set notations to formulate, transparently, the relationships between incremental line flows and the active power output of each controllable generator. A fuzzy-rule-based system is formed to select the best controllers, their movement and step-size, so as to minimize the overall vulnerability of the generating system while eliminating overflows. The controller performance is illustrated on the IEEE 39-bus (New England) network and the three-area IEEE-RTS96 network subjected to severe line outage contingencies. A key result is that minimizing the proposed vulnerability metric in real-time results in increased substantial loadability (prevention) in addition to overload elimination (correction).
Keywords :
fuzzy logic; load flow; power system security; IEEE 39-bus; IEEE-RTS96 network; automatic operator; electrical networks; fuzzy logic; fuzzy rule; generation control; generation unit; overload alleviation; preventive-corrective static security; real-power generation rescheduling; realistic ac power flow; system static loadability; vulnerability index; AC generators; Automatic generation control; Control systems; Data security; Fuzzy logic; Load flow; Measurement; Power generation; Power system modeling; Real time systems; Automatic operator; fuzzy logic control; generation dispatch; overload alleviation; preventive/corrective security; sensitivity factors; vulnerability index;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2008.2008678