FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation

Robert F. Kummerer; Xu Chen; Jose E. Schutt-Aine; Andreas C. Cangellaris

doi:10.1109/EDAPS.2017.8277043

FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation

Robert F. Kummerer, Xu Chen, Jose E. Schutt-Aine, Andreas C. Cangellaris

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

Abstract

In this paper, we make use of the Latency Insertion Method, a time domain circuit solver, to generate a frequency domain macromodel for a power delivery network with uncertainties. Using Stochastic Collocation, we are able to significantly reduce computation time over Monte Carlo while achieving comparable statistical results. The advantage of using the Latency Insertion Method is that its computational complexity scales linearly with circuit size, allowing it to become more efficient as circuit size grows.

Original language	English (US)
Title of host publication	2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-3
Number of pages	3
ISBN (Electronic)	9781538612385
DOIs	https://doi.org/10.1109/EDAPS.2017.8277043
State	Published - Jan 20 2018
Event	2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017 - Haining, Zhejiang, China Duration: Dec 14 2017 → Dec 16 2017

Publication series

Name	2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017
Volume	2018-January

Other

Other	2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017
Country	China
City	Haining, Zhejiang
Period	12/14/17 → 12/16/17

ASJC Scopus subject areas

Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Instrumentation

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10.1109/EDAPS.2017.8277043

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Kummerer, R. F., Chen, X., Schutt-Aine, J. E., & Cangellaris, A. C. (2018). FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation. In 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017 (pp. 1-3). (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EDAPS.2017.8277043

FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation. / Kummerer, Robert F.; Chen, Xu ; Schutt-Aine, Jose E.; Cangellaris, Andreas C.

2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-3 (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017; Vol. 2018-January).

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

Kummerer, RF, Chen, X , Schutt-Aine, JE & Cangellaris, AC 2018, FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation. in 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-3, 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017, Haining, Zhejiang, China, 12/14/17. https://doi.org/10.1109/EDAPS.2017.8277043

Kummerer RF, Chen X , Schutt-Aine JE , Cangellaris AC. FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation. In 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-3. (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017). https://doi.org/10.1109/EDAPS.2017.8277043

Kummerer, Robert F. ; Chen, Xu ; Schutt-Aine, Jose E. ; Cangellaris, Andreas C. / FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation. 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-3 (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017).

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abstract = "In this paper, we make use of the Latency Insertion Method, a time domain circuit solver, to generate a frequency domain macromodel for a power delivery network with uncertainties. Using Stochastic Collocation, we are able to significantly reduce computation time over Monte Carlo while achieving comparable statistical results. The advantage of using the Latency Insertion Method is that its computational complexity scales linearly with circuit size, allowing it to become more efficient as circuit size grows.",

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