Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning

Marco Lindner; Rolf Witzmann

doi:10.1109/TDC.2016.7520057

Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning

Marco Lindner, Rolf Witzmann

Chair of Electric Power Transmission and Distribution

Technical University of Munich

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

4 Scopus citations

Abstract

Probabilistic considerations of uncertainties in distribution grid planning is one of the keystones to avoid oversizing of grids and equipment due to unreal worst-case assumptions. However, the computational costs to integrate uncertainties in calculation processes reach from worth mentioning to unfeasible. In this paper, a new method is introduced, which consists of a simplification and a rank comparison process and yields high accuracy as well as low computational costs. Various DER control strategies and nonlinear network equipment can be integrated and time savings of up to a factor of 9000 can be reached.

Original language	English
Title of host publication	2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509021574
DOIs	https://doi.org/10.1109/TDC.2016.7520057
State	Published - 22 Jul 2016
Event	2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016 - Dallas, United States Duration: 3 May 2016 → 5 May 2016

Publication series

Name	Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference
Volume	2016-July
ISSN (Print)	2160-8555
ISSN (Electronic)	2160-8563

Conference

Conference	2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016
Country/Territory	United States
City	Dallas
Period	3/05/16 → 5/05/16

Keywords

Power distribution
Power systems analysis computing
Power systems planning
Renewable Energy Sources
Uncertainty

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/TDC.2016.7520057

Cite this

Lindner, M., & Witzmann, R. (2016). Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning. In 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016 Article 7520057 (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference; Vol. 2016-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TDC.2016.7520057

Lindner, Marco ; Witzmann, Rolf. / Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning. 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016. Institute of Electrical and Electronics Engineers Inc., 2016. (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference).

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title = "Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning",

abstract = "Probabilistic considerations of uncertainties in distribution grid planning is one of the keystones to avoid oversizing of grids and equipment due to unreal worst-case assumptions. However, the computational costs to integrate uncertainties in calculation processes reach from worth mentioning to unfeasible. In this paper, a new method is introduced, which consists of a simplification and a rank comparison process and yields high accuracy as well as low computational costs. Various DER control strategies and nonlinear network equipment can be integrated and time savings of up to a factor of 9000 can be reached.",

keywords = "Power distribution, Power systems analysis computing, Power systems planning, Renewable Energy Sources, Uncertainty",

author = "Marco Lindner and Rolf Witzmann",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016 ; Conference date: 03-05-2016 Through 05-05-2016",

year = "2016",

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doi = "10.1109/TDC.2016.7520057",

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Lindner, M & Witzmann, R 2016, Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning. in 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016., 7520057, Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, vol. 2016-July, Institute of Electrical and Electronics Engineers Inc., 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016, Dallas, United States, 3/05/16. https://doi.org/10.1109/TDC.2016.7520057

Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning. / Lindner, Marco; Witzmann, Rolf.
2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7520057 (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference; Vol. 2016-July).

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

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AU - Witzmann, Rolf

PY - 2016/7/22

Y1 - 2016/7/22

N2 - Probabilistic considerations of uncertainties in distribution grid planning is one of the keystones to avoid oversizing of grids and equipment due to unreal worst-case assumptions. However, the computational costs to integrate uncertainties in calculation processes reach from worth mentioning to unfeasible. In this paper, a new method is introduced, which consists of a simplification and a rank comparison process and yields high accuracy as well as low computational costs. Various DER control strategies and nonlinear network equipment can be integrated and time savings of up to a factor of 9000 can be reached.

AB - Probabilistic considerations of uncertainties in distribution grid planning is one of the keystones to avoid oversizing of grids and equipment due to unreal worst-case assumptions. However, the computational costs to integrate uncertainties in calculation processes reach from worth mentioning to unfeasible. In this paper, a new method is introduced, which consists of a simplification and a rank comparison process and yields high accuracy as well as low computational costs. Various DER control strategies and nonlinear network equipment can be integrated and time savings of up to a factor of 9000 can be reached.

KW - Power distribution

KW - Power systems analysis computing

KW - Power systems planning

KW - Renewable Energy Sources

KW - Uncertainty

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U2 - 10.1109/TDC.2016.7520057

DO - 10.1109/TDC.2016.7520057

M3 - Conference contribution

AN - SCOPUS:84991384214

T3 - Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference

BT - 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016

Y2 - 3 May 2016 through 5 May 2016

ER -

Lindner M, Witzmann R. Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning. In 2016 IEEE/PES Transmission and Distribution Conference and Exposition, T and D 2016. Institute of Electrical and Electronics Engineers Inc. 2016. 7520057. (Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference). doi: 10.1109/TDC.2016.7520057

Common Rank Approximation - A new method to speed up probabilistic calculations in distribution grid planning

Abstract

Publication series

Conference

Keywords

UN SDGs

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