Multi-objective design optimization of antenna structures using sequential domain patching with automated patch size deter-mination - Publikacja - MOST Wiedzy

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Multi-objective design optimization of antenna structures using sequential domain patching with automated patch size deter-mination

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In this paper, a simple yet efficient and reliable technique for fully automated multi-objective design optimization of antenna structures using sequential domain patching (SDP) is discussed. The optimization procedure according to SDP is a two-step process: (i) obtaining the initial set of Pareto-optimal designs representing the best possible trade-offs between considered conflicting objectives, and (ii) Pareto set refinement for yielding the optimal designs at the high-fidelity electromagnetic (EM) simulation model level. For the sake of computational efficiency, the first step is realized at the level of a low-fidelity (coarse-discretization) EM model by sequential construction and relocation of small design space segments (patches) in order to create a path connecting the extreme Pareto front designs obtained beforehand. The second stage involves response correction techniques and local response surface approximation models constructed by reusing EM simulation data acquired in the first step. A major contribution of this work is an automated procedure for determining the patch dimensions. It allows for appropriate selection of the number of patches for each geometry variable so as to ensure reliability of the optimization process while maintaining its low cost. The importance of this procedure is demonstrated by comparing it with uniform patch dimensions. The proposed approach is illustrated using two UWB monopole antennas with 12 and 16 independent geometry parameters, respectively. Selected Pareto-optimal designs are verified experimentally.

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Kategoria:
Publikacja w czasopiśmie
Typ:
artykuł w czasopiśmie wyróżnionym w JCR
Opublikowano w:
ENGINEERING OPTIMIZATION nr 50, strony 218 - 234,
ISSN: 0305-215X
Język:
angielski
Rok wydania:
2018
Opis bibliograficzny:
Kozieł S., Bekasiewicz A.: Multi-objective design optimization of antenna structures using sequential domain patching with automated patch size deter-mination// ENGINEERING OPTIMIZATION. -Vol. 50, nr. 2 (2018), s.218-234
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1080/0305215x.2017.1311879
Weryfikacja:
Politechnika Gdańska

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