The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Peranti elektronik masa kini mesti memenuhi banyak keperluan, seperti yang berkaitan dengan prestasi, had kepada medan elektromagnet yang dipancarkan, saiz, dll. Untuk reka bentuk sedemikian, keperluan adalah untuk mempunyai penyelesaian yang pada masa yang sama memenuhi pelbagai objektif yang kadangkala merangkumi keperluan yang bercanggah. Di samping itu, ia juga perlu untuk mempertimbangkan parameter yang tidak pasti. Kertas kerja ini mencadangkan gabungan analisis statistik baharu menggunakan kaedah Polynomial Chaos (PC) untuk menangani reka bentuk memuaskan rawak dan pelbagai objektif menggunakan kaedah Reka Bentuk Berasaskan Set Keutamaan (PSD). Aplikasi dalam kertas ini ialah penapis Gangguan Elektromagnet (EMI) untuk kes praktikal, yang merangkumi parameter unsur jamak dan parameter tidak pasti, yang merupakan perintang pada sumber dan beban, dan prestasi ciri pengecilan. Kaedah PC menjana data simulasi dengan ketepatan yang cukup tinggi dan kecekapan pengiraan yang baik, dan data ini digunakan sebagai data awal untuk pemodelan meta kaedah JPA. Parameter reka bentuk penapis EMI, yang memenuhi prestasi yang diperlukan, diperoleh dalam julat melalui kaedah JPA. Penulis menunjukkan kesahihan kaedah yang dicadangkan. Hasil kajian menunjukkan bahawa mengaplikasikan kaedah reka bentuk pelbagai objektif menggunakan JPA dengan kaedah statistik menggunakan PC untuk menangani masalah yang tidak menentu boleh digunakan untuk reka bentuk elektromagnet untuk mengurangkan masa dan kos pembangunan produk.
Duc Chinh BUI
The University of Electro-Communications
Yoshiki KAYANO
The University of Electro-Communications
Fengchao XIAO
The University of Electro-Communications
Yoshio KAMI
The University of Electro-Communications
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Salinan
Duc Chinh BUI, Yoshiki KAYANO, Fengchao XIAO, Yoshio KAMI, "Multi-Objective Design of EMI Filter with Uncertain Parameters by Preference Set-Based Design Method and Polynomial Chaos Method" in IEICE TRANSACTIONS on Communications,
vol. E106-B, no. 10, pp. 959-968, October 2023, doi: 10.1587/transcom.2022EBP3183.
Abstract: Today's electronic devices must meet many requirements, such as those related to performance, limits to the radiated electromagnetic field, size, etc. For such a design, the requirement is to have a solution that simultaneously meets multiple objectives that sometimes include conflicting requirements. In addition, it is also necessary to consider uncertain parameters. This paper proposes a new combination of statistical analysis using the Polynomial Chaos (PC) method for dealing with the random and multi-objective satisfactory design using the Preference Set-based Design (PSD) method. The application in this paper is an Electromagnetic Interference (EMI) filter for a practical case, which includes plural element parameters and uncertain parameters, which are resistors at the source and load, and the performances of the attenuation characteristics. The PC method generates simulation data with high enough accuracy and good computational efficiency, and these data are used as initial data for the meta-modeling of the PSD method. The design parameters of the EMI filter, which satisfy required performances, are obtained in a range by the PSD method. The authors demonstrate the validity of the proposed method. The results show that applying a multi-objective design method using PSD with a statistical method using PC to handle the uncertain problem can be applied to electromagnetic designs to reduce the time and cost of product development.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.2022EBP3183/_p
Salinan
@ARTICLE{e106-b_10_959,
author={Duc Chinh BUI, Yoshiki KAYANO, Fengchao XIAO, Yoshio KAMI, },
journal={IEICE TRANSACTIONS on Communications},
title={Multi-Objective Design of EMI Filter with Uncertain Parameters by Preference Set-Based Design Method and Polynomial Chaos Method},
year={2023},
volume={E106-B},
number={10},
pages={959-968},
abstract={Today's electronic devices must meet many requirements, such as those related to performance, limits to the radiated electromagnetic field, size, etc. For such a design, the requirement is to have a solution that simultaneously meets multiple objectives that sometimes include conflicting requirements. In addition, it is also necessary to consider uncertain parameters. This paper proposes a new combination of statistical analysis using the Polynomial Chaos (PC) method for dealing with the random and multi-objective satisfactory design using the Preference Set-based Design (PSD) method. The application in this paper is an Electromagnetic Interference (EMI) filter for a practical case, which includes plural element parameters and uncertain parameters, which are resistors at the source and load, and the performances of the attenuation characteristics. The PC method generates simulation data with high enough accuracy and good computational efficiency, and these data are used as initial data for the meta-modeling of the PSD method. The design parameters of the EMI filter, which satisfy required performances, are obtained in a range by the PSD method. The authors demonstrate the validity of the proposed method. The results show that applying a multi-objective design method using PSD with a statistical method using PC to handle the uncertain problem can be applied to electromagnetic designs to reduce the time and cost of product development.},
keywords={},
doi={10.1587/transcom.2022EBP3183},
ISSN={1745-1345},
month={October},}
Salinan
TY - JOUR
TI - Multi-Objective Design of EMI Filter with Uncertain Parameters by Preference Set-Based Design Method and Polynomial Chaos Method
T2 - IEICE TRANSACTIONS on Communications
SP - 959
EP - 968
AU - Duc Chinh BUI
AU - Yoshiki KAYANO
AU - Fengchao XIAO
AU - Yoshio KAMI
PY - 2023
DO - 10.1587/transcom.2022EBP3183
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E106-B
IS - 10
JA - IEICE TRANSACTIONS on Communications
Y1 - October 2023
AB - Today's electronic devices must meet many requirements, such as those related to performance, limits to the radiated electromagnetic field, size, etc. For such a design, the requirement is to have a solution that simultaneously meets multiple objectives that sometimes include conflicting requirements. In addition, it is also necessary to consider uncertain parameters. This paper proposes a new combination of statistical analysis using the Polynomial Chaos (PC) method for dealing with the random and multi-objective satisfactory design using the Preference Set-based Design (PSD) method. The application in this paper is an Electromagnetic Interference (EMI) filter for a practical case, which includes plural element parameters and uncertain parameters, which are resistors at the source and load, and the performances of the attenuation characteristics. The PC method generates simulation data with high enough accuracy and good computational efficiency, and these data are used as initial data for the meta-modeling of the PSD method. The design parameters of the EMI filter, which satisfy required performances, are obtained in a range by the PSD method. The authors demonstrate the validity of the proposed method. The results show that applying a multi-objective design method using PSD with a statistical method using PC to handle the uncertain problem can be applied to electromagnetic designs to reduce the time and cost of product development.
ER -