Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm
Dynamic production power planning to meet hourly load demand is one of the important issues in production management and operation of power systems. In this article, the problem of optimal load dispatch considering transmission network losses, considerations and practical limitations of thermal powe...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | fas |
| Published: |
Semnan University
2024-04-01
|
| Series: | مجله مدل سازی در مهندسی |
| Subjects: | |
| Online Access: | https://modelling.semnan.ac.ir/article_8362_83f9fe0f37b0ae2e4b9fe43e9aaac558.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841527722611834880 |
|---|---|
| author | Majid Khalili Javad Nikoukar |
| author_facet | Majid Khalili Javad Nikoukar |
| author_sort | Majid Khalili |
| collection | DOAJ |
| description | Dynamic production power planning to meet hourly load demand is one of the important issues in production management and operation of power systems. In this article, the problem of optimal load dispatch considering transmission network losses, considerations and practical limitations of thermal power plants such as increasing and decreasing ramp rates, prohibited production areas, steam valve effect with the combination of renewable resources including wind farms and solar units has been raised.Renewable energy sources have reduced environmental pollution due to the non-use of fossil fuels, but these sources have uncertainty and random nature in production. On the other hand, wind and solar sources are considered to be part of fast start-up sources and thermal sources are considered to be part of slow start-up thermal sources. Considering the mentioned cases together complicates the problem of optimal load distribution, in this article, a new method based on the sine-cosine algorithm is used to determine the contribution of different production sources in the load supply.To solve this problem, which has non-convex cost functions, a new method based on the sine-cosine algorithm has been used. In order to evaluation the effectiveness of the proposed method, simulation results and numerical studies on a sample system including 6 thermal units, 5 wind units and 13 solar units have been implemented and compared with other metaheuristic algorithms. The results of numerical studies show the superiority of the proposed method over other methods while having the appropriate speed and accuracy.. |
| format | Article |
| id | doaj-art-fa88689e19674a368d759fc6e8f036d0 |
| institution | Kabale University |
| issn | 2008-4854 2783-2538 |
| language | fas |
| publishDate | 2024-04-01 |
| publisher | Semnan University |
| record_format | Article |
| series | مجله مدل سازی در مهندسی |
| spelling | doaj-art-fa88689e19674a368d759fc6e8f036d02025-01-15T08:14:59ZfasSemnan Universityمجله مدل سازی در مهندسی2008-48542783-25382024-04-01227625727110.22075/jme.2023.29942.24088362Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine AlgorithmMajid Khalili0Javad Nikoukar1PhD Student, Department of Electrical Engineering, Islamic Azad University, Saveh branch, Saveh, IranAssistant Professor, Department of Electrical Engineering, Islamic Azad University, Saveh branch, Saveh,Dynamic production power planning to meet hourly load demand is one of the important issues in production management and operation of power systems. In this article, the problem of optimal load dispatch considering transmission network losses, considerations and practical limitations of thermal power plants such as increasing and decreasing ramp rates, prohibited production areas, steam valve effect with the combination of renewable resources including wind farms and solar units has been raised.Renewable energy sources have reduced environmental pollution due to the non-use of fossil fuels, but these sources have uncertainty and random nature in production. On the other hand, wind and solar sources are considered to be part of fast start-up sources and thermal sources are considered to be part of slow start-up thermal sources. Considering the mentioned cases together complicates the problem of optimal load distribution, in this article, a new method based on the sine-cosine algorithm is used to determine the contribution of different production sources in the load supply.To solve this problem, which has non-convex cost functions, a new method based on the sine-cosine algorithm has been used. In order to evaluation the effectiveness of the proposed method, simulation results and numerical studies on a sample system including 6 thermal units, 5 wind units and 13 solar units have been implemented and compared with other metaheuristic algorithms. The results of numerical studies show the superiority of the proposed method over other methods while having the appropriate speed and accuracy..https://modelling.semnan.ac.ir/article_8362_83f9fe0f37b0ae2e4b9fe43e9aaac558.pdfoptimal dispatchsine cosine algorithmoptimizationrenewable energy sources |
| spellingShingle | Majid Khalili Javad Nikoukar Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm مجله مدل سازی در مهندسی optimal dispatch sine cosine algorithm optimization renewable energy sources |
| title | Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm |
| title_full | Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm |
| title_fullStr | Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm |
| title_full_unstemmed | Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm |
| title_short | Planning the Production Power of Thermal, Wind and Solar Units Using the Sine Cosine Algorithm |
| title_sort | planning the production power of thermal wind and solar units using the sine cosine algorithm |
| topic | optimal dispatch sine cosine algorithm optimization renewable energy sources |
| url | https://modelling.semnan.ac.ir/article_8362_83f9fe0f37b0ae2e4b9fe43e9aaac558.pdf |
| work_keys_str_mv | AT majidkhalili planningtheproductionpowerofthermalwindandsolarunitsusingthesinecosinealgorithm AT javadnikoukar planningtheproductionpowerofthermalwindandsolarunitsusingthesinecosinealgorithm |