Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique
Recently, renewable energy (RE) has become a trend in power generation. It is slowly evolving from an alternative energy source into the main energy source. The technology is currently working as an auxiliary to the existing generators. Demands for electricity is expanding rapidly nowadays, which re...
Saved in:
| Main Authors: | , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Published: |
Insight Society
2023
|
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my.uniten.dspace-23380 |
|---|---|
| record_format |
dspace |
| spelling |
my.uniten.dspace-233802023-05-29T14:39:57Z Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique Rahmat N.A. Aziz N.F.A. Mansor M.H. Musirin I. 55647163881 57221906825 56372667100 8620004100 Recently, renewable energy (RE) has become a trend in power generation. It is slowly evolving from an alternative energy source into the main energy source. The technology is currently working as an auxiliary to the existing generators. Demands for electricity is expanding rapidly nowadays, which require generators to run near its operation limit. This activity put grieve risk to the generators. Nonetheless, the extensive analysis should be conducted upon RE integration into the existing power system. This paper assesses its economic impact on the power system. Setting up RE technology such as photovoltaic and wind turbine are costly, yet may reduce generator's fuel cost in the long run. Thus, economic load dispatch (ELD) is conducted to compute the operating cost of power system with the integration of RE system. In this study, the operating cost represents the fuel cost of conventional fossil-fuel generators. Furthermore, a novel optimization technique namely Differential Evolution Immunized Ant Colony Optimization is proposed as the optimization engine. Comparative studies are conducted to assess the performance of the proposed approach. Final 2023-05-29T06:39:56Z 2023-05-29T06:39:56Z 2017 Article 10.18517/ijaseit.7.6.2328 2-s2.0-85040572604 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040572604&doi=10.18517%2fijaseit.7.6.2328&partnerID=40&md5=fdf367104cab7751f37b9e966369e11b https://irepository.uniten.edu.my/handle/123456789/23380 7 6 2012 2017 All Open Access, Hybrid Gold Insight Society Scopus |
| institution |
Universiti Tenaga Nasional |
| building |
UNITEN Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Tenaga Nasional |
| content_source |
UNITEN Institutional Repository |
| url_provider |
http://dspace.uniten.edu.my/ |
| description |
Recently, renewable energy (RE) has become a trend in power generation. It is slowly evolving from an alternative energy source into the main energy source. The technology is currently working as an auxiliary to the existing generators. Demands for electricity is expanding rapidly nowadays, which require generators to run near its operation limit. This activity put grieve risk to the generators. Nonetheless, the extensive analysis should be conducted upon RE integration into the existing power system. This paper assesses its economic impact on the power system. Setting up RE technology such as photovoltaic and wind turbine are costly, yet may reduce generator's fuel cost in the long run. Thus, economic load dispatch (ELD) is conducted to compute the operating cost of power system with the integration of RE system. In this study, the operating cost represents the fuel cost of conventional fossil-fuel generators. Furthermore, a novel optimization technique namely Differential Evolution Immunized Ant Colony Optimization is proposed as the optimization engine. Comparative studies are conducted to assess the performance of the proposed approach. |
| author2 |
55647163881 |
| author_facet |
55647163881 Rahmat N.A. Aziz N.F.A. Mansor M.H. Musirin I. |
| format |
Article |
| author |
Rahmat N.A. Aziz N.F.A. Mansor M.H. Musirin I. |
| spellingShingle |
Rahmat N.A. Aziz N.F.A. Mansor M.H. Musirin I. Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| author_sort |
Rahmat N.A. |
| title |
Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| title_short |
Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| title_full |
Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| title_fullStr |
Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| title_full_unstemmed |
Optimizing economic load dispatch with renewable energy sources via differential Evolution Immunized Ant Colony Optimization technique |
| title_sort |
optimizing economic load dispatch with renewable energy sources via differential evolution immunized ant colony optimization technique |
| publisher |
Insight Society |
| publishDate |
2023 |
| _version_ |
1806424274807816192 |
| score |
13.211869 |