Low-Carbon Economic-Load Dispatching Using PSO Technique
By: Hooda, Priyanka
.
Contributor(s): Singh, Joginder.
Publisher: New Delhi Journals Pub 2018Edition: Vol.4(1), Jan-June.Description: 17-25p.Subject(s): Electrical EngineeringOnline resources: Click here
In:
International journals of power electronics controllers and convertersSummary: This paper presents the solution of economic-load dispatch problem with quadratic cost function by using particle swarm optimization (PSO). PSO technique is useful at solving optimization problems with both single- and multiple-objective functions with non-convex, discontinuous, noisy and non-differentiable solution. The results show that PSO has the ability of minimizing the cost of productions in power system operations. Carbon emission characteristics of all kinds of power units are analysed against the background of low-carbon economy. The dispatching unit contains a carbon capture power plant, a thermal unit and a wind power plant. The establishment of model takes fully into account of unity of economy and the environmental protection of dispatching model. The multi-objective model is solved with the PSO based on dynamic exchange and density distance. The carbon capture power plant can effectively reduce carbon emission and wind curtailment of wind power and increase the level of wind power acceptance.
| Item type | Current location | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
Articles Abstract Database
|
School of Engineering & Technology Archieval Section | Not for loan | 2020539 |
This paper presents the solution of economic-load dispatch problem with quadratic cost function by using particle swarm optimization (PSO). PSO technique is useful at solving optimization problems with both single- and multiple-objective functions with non-convex, discontinuous, noisy and non-differentiable solution. The results show that PSO has the ability of minimizing the cost of productions in power system operations. Carbon emission characteristics of all kinds of power units are analysed against the background of low-carbon economy. The dispatching unit contains a carbon capture power plant, a thermal unit and a wind power plant. The establishment of model takes fully into account of unity of economy and the environmental protection of dispatching model. The multi-objective model is solved with the PSO based on dynamic exchange and density distance. The carbon capture power plant can effectively reduce carbon emission and wind curtailment of wind power and increase the level of wind power acceptance.
Click on an image to view it in the image viewer
There are no comments for this item.