• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Zhang, Wei (Zhang, Wei.) | Feng, Feng (Feng, Feng.) | Yan, Shuxia (Yan, Shuxia.) | Na, Weicong (Na, Weicong.) | Ma, Jianguo (Ma, Jianguo.) | Zhang, Qi-Jun (Zhang, Qi-Jun.)

Indexed by:

EI Scopus SCIE

Abstract:

For the high-performance microwave component and system design, besides electromagnetic (EM) physics domain, we also need to consider the operation of the real-world multiphysics (MP) environment that contains the effects of other physics domains. EM-centric MP analysis and design optimization become very important. In this article, for the first time, we develop a novel parallel EM-centric multiphysics optimization (MPO) technique. In our proposed technique, the pole/residue-based transfer function is exploited to build an effective and robust surrogate model. A group of modified quadratic mapping functions is formulated to map the relationships between pole/residues of the transfer function and the design variables. Multiple EM-centric MP evaluations are performed in parallel to generate the training samples for establishing the surrogate model. Using our proposed technique, the surrogate model can be valid in a relatively large neighborhood, which makes an effective and large optimization update in each optimization iteration. The trust region algorithm is performed to guarantee the convergence of the proposed MPO algorithm. Our proposed MPO technique takes a small number of iterations to obtain the optimal EM-centric MP response. Two microwave filter examples are used to demonstrate the validity of the proposed technique.

Keyword:

surrogate model multiphysics optimization (MPO) parallel computation microwave components Electromagnetic (EM)

Author Community:

  • [ 1 ] [Zhang, Wei]Tianjin Univ, Sch Microelect, Tianjin 300072, Peoples R China
  • [ 2 ] [Zhang, Wei]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 3 ] [Feng, Feng]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 4 ] [Zhang, Qi-Jun]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada
  • [ 5 ] [Yan, Shuxia]Tianjin Polytech Univ, Dept Elect & Informat Engn, Tianjin 300387, Peoples R China
  • [ 6 ] [Na, Weicong]Beijing Univ Technol, Fac Informat Technol, Beijing 100022, Peoples R China
  • [ 7 ] [Ma, Jianguo]Guangdong Univ Technol, Sch Comp Sci & Technol, Guangzhou 510006, Peoples R China

Reprint Author's Address:

  • [Feng, Feng]Carleton Univ, Dept Elect, Ottawa, ON K1S 5B6, Canada

Show more details

Related Keywords:

Source :

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

ISSN: 0018-9480

Year: 2020

Issue: 2

Volume: 68

Page: 479-489

4 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:115

Cited Count:

WoS CC Cited Count: 35

SCOPUS Cited Count: 41

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

Online/Total:555/10676313
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.