Probabilistic analysis on measurement timescale in medium voltage grid

Y. Xiang; J.F.G. Cobben

doi:10.1109/EEEIC-2.2013.6737882

Probabilistic analysis on measurement timescale in medium voltage grid

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

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Abstract

The paper presents a probabilistic approach to evaluate the errors due to measurement timescale in medium voltage distribution grid. Three common data acquisition methods by measurement devices are shown, and two kinds of measurement errors due to timescale are defined. Based on Gaussian Process, the stochastic characteristics of household loads are discussed, which are important random variables influencing the grid. A probabilistic approach with Monte Carlo method is presented to evaluate the measurement errors due to timescale problem. Finally, a case study on a simplified grid is given.

Original language	English
Title of host publication	Proceedings of the 2013 13th International Conference on Environment and Electrical Engineering (EEEIC), 1-3 November 2013, Wroclaw, Poland
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
DOIs	https://doi.org/10.1109/EEEIC-2.2013.6737882
Publication status	Published - 2013
Event	13th International Conference on Environment and Electrical Engineering (EEEIC 2013) - Wroclaw, Poland Duration: 1 Nov 2013 → 3 Nov 2013 Conference number: 13 http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6731714

Conference

Conference	13th International Conference on Environment and Electrical Engineering (EEEIC 2013)
Abbreviated title	EEEIC 2013
Country/Territory	Poland
City	Wroclaw
Period	1/11/13 → 3/11/13
Internet address	http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6731714

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10.1109/EEEIC-2.2013.6737882

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title = "Probabilistic analysis on measurement timescale in medium voltage grid",

abstract = "The paper presents a probabilistic approach to evaluate the errors due to measurement timescale in medium voltage distribution grid. Three common data acquisition methods by measurement devices are shown, and two kinds of measurement errors due to timescale are defined. Based on Gaussian Process, the stochastic characteristics of household loads are discussed, which are important random variables influencing the grid. A probabilistic approach with Monte Carlo method is presented to evaluate the measurement errors due to timescale problem. Finally, a case study on a simplified grid is given.",

author = "Y. Xiang and J.F.G. Cobben",

year = "2013",

doi = "10.1109/EEEIC-2.2013.6737882",

language = "English",

booktitle = "Proceedings of the 2013 13th International Conference on Environment and Electrical Engineering (EEEIC), 1-3 November 2013, Wroclaw, Poland",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "13th International Conference on Environment and Electrical Engineering (EEEIC 2013), EEEIC 2013 ; Conference date: 01-11-2013 Through 03-11-2013",

url = "http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6731714",

}

Xiang, Y & Cobben, JFG 2013, Probabilistic analysis on measurement timescale in medium voltage grid. in Proceedings of the 2013 13th International Conference on Environment and Electrical Engineering (EEEIC), 1-3 November 2013, Wroclaw, Poland. Institute of Electrical and Electronics Engineers, Piscataway, 13th International Conference on Environment and Electrical Engineering (EEEIC 2013), Wroclaw, Poland, 1/11/13. https://doi.org/10.1109/EEEIC-2.2013.6737882

Probabilistic analysis on measurement timescale in medium voltage grid. / Xiang, Y.; Cobben, J.F.G.
Proceedings of the 2013 13th International Conference on Environment and Electrical Engineering (EEEIC), 1-3 November 2013, Wroclaw, Poland. Piscataway: Institute of Electrical and Electronics Engineers, 2013.

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

TY - GEN

T1 - Probabilistic analysis on measurement timescale in medium voltage grid

AU - Xiang, Y.

AU - Cobben, J.F.G.

N1 - Conference code: 13

PY - 2013

Y1 - 2013

N2 - The paper presents a probabilistic approach to evaluate the errors due to measurement timescale in medium voltage distribution grid. Three common data acquisition methods by measurement devices are shown, and two kinds of measurement errors due to timescale are defined. Based on Gaussian Process, the stochastic characteristics of household loads are discussed, which are important random variables influencing the grid. A probabilistic approach with Monte Carlo method is presented to evaluate the measurement errors due to timescale problem. Finally, a case study on a simplified grid is given.

AB - The paper presents a probabilistic approach to evaluate the errors due to measurement timescale in medium voltage distribution grid. Three common data acquisition methods by measurement devices are shown, and two kinds of measurement errors due to timescale are defined. Based on Gaussian Process, the stochastic characteristics of household loads are discussed, which are important random variables influencing the grid. A probabilistic approach with Monte Carlo method is presented to evaluate the measurement errors due to timescale problem. Finally, a case study on a simplified grid is given.

U2 - 10.1109/EEEIC-2.2013.6737882

DO - 10.1109/EEEIC-2.2013.6737882

M3 - Conference contribution

BT - Proceedings of the 2013 13th International Conference on Environment and Electrical Engineering (EEEIC), 1-3 November 2013, Wroclaw, Poland

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 13th International Conference on Environment and Electrical Engineering (EEEIC 2013)

Y2 - 1 November 2013 through 3 November 2013

ER -

Probabilistic analysis on measurement timescale in medium voltage grid

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