Title :
Knowledge based support for multiagent control and automation
Author :
Saleem, Asma ; Lind, Morten
Author_Institution :
Dept. of Electr. Eng., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
This paper presents a mechanism for developing knowledge based support in multiagent based control and diagnosis. In particular it presents a way for autonomous agents to utilize a qualitative means-ends based model for reasoning about control situations. The proposed mechanism have been used in different scenarios of electric power distribution system protection and control. Results show that agents can use local models of their environment and coordinate with other agents to analyze and understand a disturbance situation and choose an appropriate control action. The paper also introduces Multi Level Flow Modeling (MFM) which has been used to model agent environment and describes development of multiagent implementation of MFM Workbench.
Keywords :
control system analysis; intelligent control; load flow control; multi-agent systems; power distribution control; power distribution protection; power system simulation; autonomous agent; control situation; electric power distribution system control; electric power distribution system protection; knowledge based support; multiagent automation; multiagent control; multiagent implementation; multilevel flow modeling; qualitative means-ends based model; Biological system modeling; Cognition; Control systems; Knowledge based systems; Power system dynamics; Software; Control Situations; Intelligent Control; Means-Ends reasoning; Multiagent Systems; Power Systems; Situation Awareness;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT), 2011 IEEE PES
Conference_Location :
Hilton Anaheim, CA
Print_ISBN :
978-1-61284-218-9
Electronic_ISBN :
978-1-61284-219-6
DOI :
10.1109/ISGT.2011.5759163