Assessing the impact of wind variability on the long-term operation of a hydro-dominated system

Jose L. Morillo; Juan F. Perez; Luckny Zephyr; C. Lindsay Anderson; Angela Cadena

doi:10.1109/ISGTEurope.2017.8260317

Assessing the impact of wind variability on the long-term operation of a hydro-dominated system

Jose L. Morillo
, Juan F. Perez
, Luckny Zephyr
, C. Lindsay Anderson
, Angela Cadena

urosario

Research output: Chapter in Book/Inform › Conference contribution

6 Scopus citations

Abstract

Hydro-dominated systems are characterized by uncertainty on the inflows to the reservoirs. Driven by both technological advances and environmental awareness, the share of renewables in the energy production mix has been increasing over the past decades. However, due to their intermittent nature, the integration of renewables entails additional uncertainty, which may negatively impact the operation of the system if the overall risk is not properly appraised. This work analyzes the impact of short-term wind variability on the long-term operation of a hydro-dominated power system based upon two risk measure approaches, namely (i) chance constrained programming, and (ii) conditional value-at-risk. Both approaches are formulated under the framework of stochastic dual dynamic programming. The proposals are tested on a portion of the Colombian power system, in the presence of wind energy and storage units.

Original language	English (US)
Title of host publication	2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-6
Number of pages	6
ISBN (Electronic)	9781538619537
DOIs	https://doi.org/10.1109/ISGTEurope.2017.8260317
State	Published - Jul 1 2017
Event	2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Torino, Italy Duration: Sep 26 2017 → Sep 29 2017

Publication series

Name	2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings
Volume	2018-January

Conference

Conference	2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017
Country/Territory	Italy
City	Torino
Period	9/26/17 → 9/29/17

UN SDGs

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

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Energy Engineering and Power Technology
Computer Networks and Communications

Access to Document

10.1109/ISGTEurope.2017.8260317

Cite this

Morillo, J. L., Perez, J. F., Zephyr, L., Lindsay Anderson, C., & Cadena, A. (2017). Assessing the impact of wind variability on the long-term operation of a hydro-dominated system. In 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings (pp. 1-6). (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISGTEurope.2017.8260317

Morillo, Jose L. ; Perez, Juan F. ; Zephyr, Luckny et al. / Assessing the impact of wind variability on the long-term operation of a hydro-dominated system. 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1-6 (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings).

@inproceedings{298420fde1a845c79a967f8524773d25,

title = "Assessing the impact of wind variability on the long-term operation of a hydro-dominated system",

abstract = "Hydro-dominated systems are characterized by uncertainty on the inflows to the reservoirs. Driven by both technological advances and environmental awareness, the share of renewables in the energy production mix has been increasing over the past decades. However, due to their intermittent nature, the integration of renewables entails additional uncertainty, which may negatively impact the operation of the system if the overall risk is not properly appraised. This work analyzes the impact of short-term wind variability on the long-term operation of a hydro-dominated power system based upon two risk measure approaches, namely (i) chance constrained programming, and (ii) conditional value-at-risk. Both approaches are formulated under the framework of stochastic dual dynamic programming. The proposals are tested on a portion of the Colombian power system, in the presence of wind energy and storage units.",

author = "Morillo, \{Jose L.\} and Perez, \{Juan F.\} and Luckny Zephyr and \{Lindsay Anderson\}, C. and Angela Cadena",

note = "Funding Information: This work has been supported in part by ISAGEN - Colombia, specific agreement No. 2. Interinstitutional framework agreement No. 47/353. Publisher Copyright: {\textcopyright} 2017 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 ; Conference date: 26-09-2017 Through 29-09-2017",

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doi = "10.1109/ISGTEurope.2017.8260317",

language = "English (US)",

series = "2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings",

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Morillo, JL, Perez, JF, Zephyr, L, Lindsay Anderson, C & Cadena, A 2017, Assessing the impact of wind variability on the long-term operation of a hydro-dominated system. in 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-6, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017, Torino, Italy, 9/26/17. https://doi.org/10.1109/ISGTEurope.2017.8260317

Assessing the impact of wind variability on the long-term operation of a hydro-dominated system. / Morillo, Jose L.; Perez, Juan F.; Zephyr, Luckny et al.
2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-6 (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings; Vol. 2018-January).

Research output: Chapter in Book/Inform › Conference contribution

TY - GEN

T1 - Assessing the impact of wind variability on the long-term operation of a hydro-dominated system

AU - Morillo, Jose L.

AU - Perez, Juan F.

AU - Zephyr, Luckny

AU - Lindsay Anderson, C.

AU - Cadena, Angela

N1 - Funding Information: This work has been supported in part by ISAGEN - Colombia, specific agreement No. 2. Interinstitutional framework agreement No. 47/353. Publisher Copyright: © 2017 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2017/7/1

Y1 - 2017/7/1

N2 - Hydro-dominated systems are characterized by uncertainty on the inflows to the reservoirs. Driven by both technological advances and environmental awareness, the share of renewables in the energy production mix has been increasing over the past decades. However, due to their intermittent nature, the integration of renewables entails additional uncertainty, which may negatively impact the operation of the system if the overall risk is not properly appraised. This work analyzes the impact of short-term wind variability on the long-term operation of a hydro-dominated power system based upon two risk measure approaches, namely (i) chance constrained programming, and (ii) conditional value-at-risk. Both approaches are formulated under the framework of stochastic dual dynamic programming. The proposals are tested on a portion of the Colombian power system, in the presence of wind energy and storage units.

AB - Hydro-dominated systems are characterized by uncertainty on the inflows to the reservoirs. Driven by both technological advances and environmental awareness, the share of renewables in the energy production mix has been increasing over the past decades. However, due to their intermittent nature, the integration of renewables entails additional uncertainty, which may negatively impact the operation of the system if the overall risk is not properly appraised. This work analyzes the impact of short-term wind variability on the long-term operation of a hydro-dominated power system based upon two risk measure approaches, namely (i) chance constrained programming, and (ii) conditional value-at-risk. Both approaches are formulated under the framework of stochastic dual dynamic programming. The proposals are tested on a portion of the Colombian power system, in the presence of wind energy and storage units.

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M3 - Conference contribution

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SP - 1

EP - 6

BT - 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 26 September 2017 through 29 September 2017

ER -

Morillo JL, Perez JF, Zephyr L, Lindsay Anderson C, Cadena A. Assessing the impact of wind variability on the long-term operation of a hydro-dominated system. In 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-6. (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings). doi: 10.1109/ISGTEurope.2017.8260317

Assessing the impact of wind variability on the long-term operation of a hydro-dominated system

Abstract

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Conference

UN SDGs

All Science Journal Classification (ASJC) codes

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