Title :
Application of PSO for HEMS and ED in Smart Grid
Author :
Abedin, Zain Ul ; Shahid, Uruj ; Mahmood, Anzar ; Qasim, Umar ; Khan, Zahoor Ali ; Javaid, Nadeem
Author_Institution :
COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
Abstract :
Two way communication of information and electricity in smart grid provides the promising solution to all the major problems of existing grid especially the classical problem of peak load management. Optimization of generation, transmission and distribution in smart grid is major concern of researchers. Demand Side Management (DSM) allows the active participation of users in order to shape the load curve according to utility requirements and Economic Dispatch (ED) ensures the power supply at minimum cost. Optimization of DSM and ED has great importance to realize the smart grid. Researchers have applied many techniques of Artificial Intelligence (AI) in order to optimize these applications like Genetic Particle Swarm Optimization (PSO). This paper presents a comprehensive review of PSO applications for HEMS and ED. Various cases of ED and Home Energy Management System (HEMS) in smart grid for DSM applications are presented to show the diverse applications of PSO. In second part of paper a HEMS with interrupting loads has also been implemented using PSO.
Keywords :
demand side management; energy management systems; load dispatching; particle swarm optimisation; power system economics; smart power grids; AI; DSM optimization; ED; HEMS; PSO application; artificial intelligence; demand side management; economic dispatch; home energy management system; load curve; particle swarm optimization; peak load management; smart grid; Artificial intelligence; Software; Demand Side Management; Home Energy Management; Particle Swarm Optimization; economic dispatch;
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2015 Ninth International Conference on
Conference_Location :
Blumenau
Print_ISBN :
978-1-4799-8869-3
DOI :
10.1109/CISIS.2015.93