Mok, Ren Hao and Raja Mohd Taufika, Raja Ismail and Mohd Ashraf, Ahmad (2017) Using Spiral Dynamic Algorithm for Maximizing Power Production of Wind Farm. In: IEEE International Conference on Applied System Innovation (ICASI 2017) , 13-17 May 2017 , Sapporo, Japan. pp. 1-4..
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Abstract
This paper presents a preliminary study of a model-free approach based on spiral dynamic algorithm (SDA) for maximizing wind farms power production. The SDA based approach is utilized to find the optimal control parameter of each turbine to maximize the total power production of a wind farm. For simplicity, a single row wind farm model with turbulence interaction between turbines is used to validate the proposed approach. Simulation results demonstrate that the SDA based method produces higher total power production compared to the particle swarm optimization (PSO) and game theoretic (GT) based approaches.
| Item Type: | Conference or Workshop Item (Lecture) |
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| Uncontrolled Keywords: | spiral dynamic; model-free; wind farm optimization; power production; renewable energy |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | Faculty of Electrical & Electronic Engineering |
| Depositing User: | Dr Mohd Ashraf Ahmad |
| Date Deposited: | 17 May 2017 07:01 |
| Last Modified: | 02 Feb 2018 08:04 |
| URI: | http://umpir.ump.edu.my/id/eprint/17633 |
| Download Statistic: | View Download Statistics |
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