Analyzing effects of seasonal variations in wind generation and load on voltage profiles

Malhar Padhee, Anamitra Pal, Katelynn A. Vance

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper presents a methodology for building daily profiles of wind generation and load for different seasons to assess their impacts on voltage violations. The measurement-based wind models showed very high accuracy when validated against several years of actual wind power data. System load modeling was carried out by analyzing the seasonal trends that occur in residential, commercial, and industrial loads. When the proposed approach was implemented on the IEEE 118-bus system, it could identify violations in bus voltage profiles that the season-independent model could not capture. The results of the proposed approach are expected to provide better visualization of the problems that seasonal variations in wind power and load might cause to the electric power grid.

Original languageEnglish (US)
Title of host publication2017 North American Power Symposium, NAPS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538626993
DOIs
StatePublished - Nov 13 2017
Event2017 North American Power Symposium, NAPS 2017 - Morgantown, United States
Duration: Sep 17 2017Sep 19 2017

Other

Other2017 North American Power Symposium, NAPS 2017
CountryUnited States
CityMorgantown
Period9/17/179/19/17

Fingerprint

Wind power
Wind Power
Voltage
Electric potential
Wind Loads
Visualization
High Accuracy
Grid
Methodology
Modeling
Model
Profile
Trends

Keywords

  • Load modeling
  • power system measurements
  • seasonal variation
  • voltage violation
  • wind energy

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Energy Engineering and Power Technology
  • Control and Optimization
  • Electrical and Electronic Engineering

Cite this

Padhee, M., Pal, A., & Vance, K. A. (2017). Analyzing effects of seasonal variations in wind generation and load on voltage profiles. In 2017 North American Power Symposium, NAPS 2017 [8107344] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NAPS.2017.8107344

Analyzing effects of seasonal variations in wind generation and load on voltage profiles. / Padhee, Malhar; Pal, Anamitra; Vance, Katelynn A.

2017 North American Power Symposium, NAPS 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 8107344.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Padhee, M, Pal, A & Vance, KA 2017, Analyzing effects of seasonal variations in wind generation and load on voltage profiles. in 2017 North American Power Symposium, NAPS 2017., 8107344, Institute of Electrical and Electronics Engineers Inc., 2017 North American Power Symposium, NAPS 2017, Morgantown, United States, 9/17/17. https://doi.org/10.1109/NAPS.2017.8107344
Padhee M, Pal A, Vance KA. Analyzing effects of seasonal variations in wind generation and load on voltage profiles. In 2017 North American Power Symposium, NAPS 2017. Institute of Electrical and Electronics Engineers Inc. 2017. 8107344 https://doi.org/10.1109/NAPS.2017.8107344
Padhee, Malhar ; Pal, Anamitra ; Vance, Katelynn A. / Analyzing effects of seasonal variations in wind generation and load on voltage profiles. 2017 North American Power Symposium, NAPS 2017. Institute of Electrical and Electronics Engineers Inc., 2017.
@inproceedings{e4d943debb944d0c838795ac894a66fa,
title = "Analyzing effects of seasonal variations in wind generation and load on voltage profiles",
abstract = "This paper presents a methodology for building daily profiles of wind generation and load for different seasons to assess their impacts on voltage violations. The measurement-based wind models showed very high accuracy when validated against several years of actual wind power data. System load modeling was carried out by analyzing the seasonal trends that occur in residential, commercial, and industrial loads. When the proposed approach was implemented on the IEEE 118-bus system, it could identify violations in bus voltage profiles that the season-independent model could not capture. The results of the proposed approach are expected to provide better visualization of the problems that seasonal variations in wind power and load might cause to the electric power grid.",
keywords = "Load modeling, power system measurements, seasonal variation, voltage violation, wind energy",
author = "Malhar Padhee and Anamitra Pal and Vance, {Katelynn A.}",
year = "2017",
month = "11",
day = "13",
doi = "10.1109/NAPS.2017.8107344",
language = "English (US)",
booktitle = "2017 North American Power Symposium, NAPS 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - Analyzing effects of seasonal variations in wind generation and load on voltage profiles

AU - Padhee, Malhar

AU - Pal, Anamitra

AU - Vance, Katelynn A.

PY - 2017/11/13

Y1 - 2017/11/13

N2 - This paper presents a methodology for building daily profiles of wind generation and load for different seasons to assess their impacts on voltage violations. The measurement-based wind models showed very high accuracy when validated against several years of actual wind power data. System load modeling was carried out by analyzing the seasonal trends that occur in residential, commercial, and industrial loads. When the proposed approach was implemented on the IEEE 118-bus system, it could identify violations in bus voltage profiles that the season-independent model could not capture. The results of the proposed approach are expected to provide better visualization of the problems that seasonal variations in wind power and load might cause to the electric power grid.

AB - This paper presents a methodology for building daily profiles of wind generation and load for different seasons to assess their impacts on voltage violations. The measurement-based wind models showed very high accuracy when validated against several years of actual wind power data. System load modeling was carried out by analyzing the seasonal trends that occur in residential, commercial, and industrial loads. When the proposed approach was implemented on the IEEE 118-bus system, it could identify violations in bus voltage profiles that the season-independent model could not capture. The results of the proposed approach are expected to provide better visualization of the problems that seasonal variations in wind power and load might cause to the electric power grid.

KW - Load modeling

KW - power system measurements

KW - seasonal variation

KW - voltage violation

KW - wind energy

UR - http://www.scopus.com/inward/record.url?scp=85040535976&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85040535976&partnerID=8YFLogxK

U2 - 10.1109/NAPS.2017.8107344

DO - 10.1109/NAPS.2017.8107344

M3 - Conference contribution

AN - SCOPUS:85040535976

BT - 2017 North American Power Symposium, NAPS 2017

PB - Institute of Electrical and Electronics Engineers Inc.

ER -