Hybrid Heuristic and Pattern Search Optimization Algorithm for Design Optimization of Energy Efficient Distribution Transformer
Bildiriler > Tam Metin Bildiri
Yazarlar: Mohammad Hassan Hashemi, Vlas Kilic, Selim Dikmen
2022 Global Energy Conference (GEC), , , Uluslararası, Tam Metin Bildiri, ss 329-334
DOI: 10.1109/gec55014.2022.9987023
Özet
Transformers are widely used in the electric power grid. The design of power and distribution transformers is a tedious and time-consuming task that requires solving numerous equations considering technical constraints. Most conventional methods get stuck in a local optimum point. In this paper, a hybrid algorithm is proposed to solve the transformer design problem with higher closeness to the global optimum solution. The algorithm is a combination of the novel Pelican Optimization Algorithm (POA) and Pattern Search Method (PSM). The proposed POA-PSM algorithm is applied for the design optimization of 630 kVA and 1000 kVA oil-immersed eco-design distribution transformers and the results are compared to already-designed transformers with the same power ratings.