Title :
A smart distribution transformer management with multi-agent technologies
Author :
Khamphanchai, Warodom ; Kuzlu, M. ; Pipattanasomporn, Manisa
Author_Institution :
Adv. Res. Inst., Virginia Tech, Arlington, VA, USA
Abstract :
The objective of this paper is to demonstrate an approach to perform distribution transformer management with multi-agent technologies. With the proposed approach, the distribution transformer´s loading level is kept below a certain value by dynamically allocating the transformer´s demand limit (DL) among the homes served by the transformer during a demand response event. The DL assignment takes into account, for each home, its load profile (kW), electrical panel size (A), expected instantaneous demand (kW), and homeowner´s preferences. The proposed set of algorithms is developed in a multi-agent system (MAS). In this paper, the MAS is designed, developed and implemented in JAVA Agent Development Framework (JADE). A distribution network is simulated in MATLAB/Simulink integrated with the developed stand-alone HEM software. These platforms are linked together via MACSimJX middleware and TCPIIP communications.
Keywords :
Java; distribution networks; mathematics computing; middleware; multi-agent systems; power system management; power transformers; transport protocols; DL assignment; JADE; JAVA agent development framework; MACSimJX middleware; MAS; MATLAB-Simulink integration; TCP-IP communication; demand limit; demand response; electrical panel size; expected instantaneous demand; load profile; multiagent technology; smart distribution transformer management; stand-alone HEM software; Algorithm design and analysis; Electricity; Home appliances; Loading; MATLAB; Substations; Demand response; JADE; home energy management system; multi-agent system; smart transformer;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT), 2013 IEEE PES
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4673-4894-2
Electronic_ISBN :
978-1-4673-4895-9
DOI :
10.1109/ISGT.2013.6497791