Harris hawks optimization algorithm for model order reduction of interconnected wind turbines
| Autor: | Ranadip Roy, Rudra Pratap Singh, Vivekananda Mukherjee |
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| Rok vydání: | 2020 |
| Předmět: |
Model order reduction
Mathematical optimization Wind power Optimization algorithm Computer science business.industry Applied Mathematics Stability (learning theory) Transfer function Turbine Computer Science Applications Electric power system Control and Systems Engineering Robustness (computer science) Electrical and Electronic Engineering business Instrumentation |
| Zdroj: | ISA transactions. 128 |
| ISSN: | 1879-2022 |
| Popis: | This paper illustrates the investigation of higher-scale interconnected wind turbine to realize its analytical design and simulation performance in terms of reduced order model. The present research is aimed to visualize the efficacy of the propounded harris hawks optimization (HHO) approach for different reduced order transfer functions with reference to model order reduction studies. Compared to the higher-scale model, the applied methodology aims to obtain better results in terms of steadiness and computational effort. Moreover, to realize a higher-dimensional power system, the implementation of the HHO may proffer more effectiveness and robustness as opposed to the state-of-the-art optimization techniques. The applied methodology aims to obtain better results in terms of stability and computational effort. Furthermore, to realize a higher dimensional system, implementation of the HHO may offer more effectiveness and robustness as opposed to the state-of-the-art optimization techniques. |
| Databáze: | OpenAIRE |
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