Title :
Flexible support for operators in restoring bulk power systems
Author :
Salek, Kambiz ; Spanel, Udo ; Krost, Gerhard
Author_Institution :
Syst. Applications GmbH, Essen, Germany
Abstract :
Increasing occurrence of major disturbances and blackouts makes restoration more and more a crucial topic. Thus, intelligent systems supporting the operators either on line in emergencies or during preventive restoration training are helpful tools to minimize restoration time and economic losses. With respect to the huge contents of logical decisions in finding the appropriate and highly situation dependent restoration proceeding, expert systems are well suited to provide meaningful and transparent guidance in supply recovery; slight overloads and voltage limit violations as well as economically nonoptimal statuses-which might be temporally admitted during restoration-can be removed by use of genetic algorithms which are not jeopardized to be captured in local optima. However, the resulting supporting system has to deal with the full operational detail of the particular power system; in consequence, it has to be smoothly fitted between the existing control environment of the SCADA system and the activity of the human operators. The comprehensive approach realized at the Gerhard Mercator University, coupled with an operator training simulator, is described and its performance is shown with several scenarios.
Keywords :
SCADA systems; expert systems; genetic algorithms; industrial training; intelligent tutoring systems; power system analysis computing; power system restoration; EMS integration; Gerhard Mercator University; SCADA system; economic losses; expert systems; genetic algorithms; intelligent systems; logical decisions; operator training simulator; power systems restoring; preventive restoration training; restoration time minimization; supply recovery; transparent guidance; voltage limit violations; Environmental economics; Expert systems; Genetic algorithms; Intelligent systems; Power generation economics; Power system control; Power system economics; Power system restoration; Power system simulation; Voltage;
Conference_Titel :
Quality and Security of Electric Power Delivery Systems, 2003. CIGRE/PES 2003. CIGRE/IEEE PES International Symposium
Print_ISBN :
2-85873-015-6
DOI :
10.1109/QSEPDS.2003.1259353