Influence of ultra‐capacitor on AGC of five-area hybrid power system with multi-type generations utilizing sine cosine adopted dingo optimization algorithm
•A novel Sine Cosine adopted Dingo optimization algorithm (SCaDOA) is proposed by modifying the original DOA algorithm.•The superiority of SCaDOA algorithm over DOA and some conventional algorithm in terms of implementation time and solution quality is compared by taking several benchmark test funct...
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| Published in: | Electric power systems research Vol. 223; p. 109513 |
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| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier B.V
01.10.2023
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| Subjects: | |
| ISSN: | 0378-7796, 1873-2046 |
| Online Access: | Get full text |
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| Summary: | •A novel Sine Cosine adopted Dingo optimization algorithm (SCaDOA) is proposed by modifying the original DOA algorithm.•The superiority of SCaDOA algorithm over DOA and some conventional algorithm in terms of implementation time and solution quality is compared by taking several benchmark test functions.•As a next step the SCaDOA algorithm is employed for design of a TID controller for the load frequency controller design of a five-area power system.•The effect of energy storage device like ultra-capacitor is also tested in the said power system.•Finally, the proposed method is further tested in a five-area hybrid power system with multi-type generations by considering some actual scenarios of the system.
In this article, the load frequency control (LFC) problem of a five-area automatic generation control (AGC) power system with multi-type generations is addressed by utilising a technique that considers the changing of the dingo optimisation algorithm known as sine cosine adopted dingo optimisation algorithm (SCaDOA) based tilt integral derivative (TID) regulator. AGC needs an energy storage system (ESS) and some intelligent adaptable control techniques to guarantee the balance in the system's stability. Consequently, this paper utilizes the TID regulator alongside ultra‐capacitor (UC) ESS to settle the AGC issue. At first, the execution of the sine cosine adopted calculation is tried by contrasting it and the standard DOA calculation by considering different standard benchmark functions. Further, the proposed plan strategy is likewise applied to a five-area system comprising different conventional and non-conventional/renewable energy sources along with UC. The execution of the controller has been finished for different stacking conditions of the power system. It is seen that the said UC with TID controller is more viable contrasted with the other standard controllers. |
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| ISSN: | 0378-7796 1873-2046 |
| DOI: | 10.1016/j.epsr.2023.109513 |