Title :
A Multi-Agent system for data collection from power generators and weather stations in heterogeneous environments
Author :
Awan, Shahid M. ; Khan, Zubair A. ; Rehman, Abdur ; Mahmood, Waqar
Author_Institution :
Al-Khawarizmi Inst. of Comput. Sci., Univ. of Eng. & Technol., Lahore, Pakistan
Abstract :
Efficient data collection is challenging task in distributed power generation network. Use of sophisticated remote metering data collection techniques using advanced communication channels is receiving significant attention recently. On the other hand intelligent agents are widely being used to develop autonomous applications and have emerged as an attractive approach in developing power system solutions. To collect data from remote generating units and relevant weather stations located in heterogeneous environment, we have developed an novel agent based model for efficient data collection The proposed model switches to appropriate and economical communication channel based upon availability to collect timely data from remote stations. This model has been applied to Pakistan WAPDA´s generation network and has produced accurate and timely results.
Keywords :
electric power generation; multi-agent systems; power engineering computing; Pakistan WAPDA´s generation network; distributed power generation network; economical communication channel; efficient data collection; heterogeneous environments; multiagent system; novel agent based model; power generators; power system solutions; remote metering data collection techniques; weather stations; Communication channels; GSM; Ground penetrating radar; Protocols; Switches; Intelligent Agents; Power generation; SCADA;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6389488