A non-random exploration based method for the optimization of capacitors in power delivery networks

Seunghyup Han; Madhavan Swaminathan

doi:10.1109/EPEPS48591.2020.9231448

A non-random exploration based method for the optimization of capacitors in power delivery networks

Seunghyup Han, Madhavan Swaminathan

Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Abstract

This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requires few simulations to converge to the minimum decoupling capacitor solution. The results show that the proposed method is more robust based on comparisons.

Original language	English (US)
Title of host publication	EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728161617
DOIs	https://doi.org/10.1109/EPEPS48591.2020.9231448
State	Published - Oct 2020
Event	29th IEEE Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2020 - San Jose, United States Duration: Oct 5 2020 → Oct 7 2020

Publication series

Name	EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems

Conference

Conference	29th IEEE Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2020
Country/Territory	United States
City	San Jose
Period	10/5/20 → 10/7/20

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Energy Engineering and Power Technology

Access to Document

10.1109/EPEPS48591.2020.9231448

Cite this

Han, S., & Swaminathan, M. (2020). A non-random exploration based method for the optimization of capacitors in power delivery networks. In EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems Article 9231448 (EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EPEPS48591.2020.9231448

Han, Seunghyup ; Swaminathan, Madhavan. / A non-random exploration based method for the optimization of capacitors in power delivery networks. EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems. Institute of Electrical and Electronics Engineers Inc., 2020. (EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems).

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title = "A non-random exploration based method for the optimization of capacitors in power delivery networks",

abstract = "This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requires few simulations to converge to the minimum decoupling capacitor solution. The results show that the proposed method is more robust based on comparisons.",

author = "Seunghyup Han and Madhavan Swaminathan",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 29th IEEE Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2020 ; Conference date: 05-10-2020 Through 07-10-2020",

year = "2020",

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doi = "10.1109/EPEPS48591.2020.9231448",

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Han, S & Swaminathan, M 2020, A non-random exploration based method for the optimization of capacitors in power delivery networks. in EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems., 9231448, EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems, Institute of Electrical and Electronics Engineers Inc., 29th IEEE Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2020, San Jose, United States, 10/5/20. https://doi.org/10.1109/EPEPS48591.2020.9231448

A non-random exploration based method for the optimization of capacitors in power delivery networks. / Han, Seunghyup; Swaminathan, Madhavan.
EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems. Institute of Electrical and Electronics Engineers Inc., 2020. 9231448 (EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Swaminathan, Madhavan

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N2 - This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requires few simulations to converge to the minimum decoupling capacitor solution. The results show that the proposed method is more robust based on comparisons.

AB - This paper proposes a non-random exploration based method to optimize the response of power delivery network (PDN) using the minimum number of capacitors. Unlike previous optimization methods which are based on either full search or random exploration (machine learning etc), the present method requires few simulations to converge to the minimum decoupling capacitor solution. The results show that the proposed method is more robust based on comparisons.

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Han S, Swaminathan M. A non-random exploration based method for the optimization of capacitors in power delivery networks. In EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems. Institute of Electrical and Electronics Engineers Inc. 2020. 9231448. (EPEPS 2020 - IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems). doi: 10.1109/EPEPS48591.2020.9231448

A non-random exploration based method for the optimization of capacitors in power delivery networks

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