Title :
Towards autonomic control in decentralised power systems via distributed type-2 fuzzy systems
Author :
Leon, Ivan Castro ; Taylor, Philip Charles
Author_Institution :
Sch. of Electr. & Electron. Eng., Newcastle Univ., Newcastle upon Tyne, UK
Abstract :
Real-time control and operation of future power systems demands substantially different approaches from the conventional. Inherent short-term uncertainty and complexity in power systems will be notably increased. In order to deal with these two challenging attributes, this paper introduces a preliminary autonomic control scheme formed through the conjunction of type-2 fuzzy systems and a multi-agent architecture. Results are also presented addressing voltage control on an 11 kV UK distribution network.
Keywords :
fuzzy control; multi-agent systems; power distribution control; real-time systems; smart power grids; voltage control; United Kingdom; autonomic control; decentralised power systems; distributed type-2 fuzzy systems; distribution network; multi-agent architecture; real time control; short-term uncertainty; voltage 11 kV; voltage control; Complexity theory; Fuzzy logic; Fuzzy sets; Fuzzy systems; Power systems; Uncertainty; Voltage control; Type-2 fuzzy logic systems; hierarchical control; multi-agent systems; power grids; smart grids;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695258