Optimal economic load dispatch in power system
View/ Open
Date
2020-09-06Author
Charangsut, Aroon
อรุณ ชลังสุทธิ์
Rugthaicharoencheep, Nattachote
นัฐโชติ รักไทยเจริญชีพ
Metadata
Show full item recordAbstract
This research study is the economic load dispatch ELD is the method of
determining the most efficient, low-cost and reliable operation of a power system by
dispatching the available electricity generation resources to supply the load on the
system. The main objective of ELD is to schedule the committed generating units output
to meet the required load demand at minimum cost satisfying all unit and system
operational constraints. With the proper scheduled outputs of generating units, it can
lead to a significant cost saving of generating systems. This paper presents an
optimization technique to economic load dispatch (ELD) problems with considering the
daily load patterns and generator constraints using a particle swarm optimization (PSO).
The objective is to minimize the fuel cost. The optimization problem is subject to
system constraints consisting of power balance and generation output of each units. The
application of a constriction factor into PSO is a useful strategy to ensure convergence of
the particle swarm algorithm. The proposed method is able to determine, the output
power generation for all of the power generation units, so that the total constraint cost
function is minimized. The performance of the developed methodology is demonstrated
by case studies in test system of fifteen-generation units. The results show that the
proposed algorithm gives the minimum total cost of generation while satisfying all the
constraints and benefiting greatly from saving in power loss reduction.
Collections
- Research Report [286]