Multi-objective transmission expansion planning considering uncertainty in wind power and demand

Carlos Adrian Correa-Florez; Alejandro Sanchez Salcedo; Andres Felipe Panesso

doi:10.1109/TDC-LA.2016.7805681

Multi-objective transmission expansion planning considering uncertainty in wind power and demand

Carlos Adrian Correa-Florez
, Alejandro Sanchez Salcedo
, Andres Felipe Panesso

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

2 Scopus citations

Abstract

This paper presents a multi-objective methodology for the Transmission Expansion Planning (TEP) problem when uncertainty in demand and large wind generation is considered. The proposed scheme is based on Reduced Scenario Methodology (RSM) to represent the uncertainty set. An enhanced NSGA-II multi-objective algorithm is used to minimize expansion costs and wind power curtailment, so that a set of Pareto optimal expansion plans are obtained. The performance of the expansion plans is evaluated and compared with previous work to demonstrate the robustness of the proposed approach. Test are carried out on Garver and the IEEE 24-bus RTS systems.

Original language	English
Title of host publication	2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509028757
DOIs	https://doi.org/10.1109/TDC-LA.2016.7805681
State	Published - 04 Jan 2017
Externally published	Yes
Event	2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016 - Morelia, Mexico Duration: 20 Sep 2016 → 24 Sep 2016

Publication series

Name	2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016

Conference

Conference	2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016
Country/Territory	Mexico
City	Morelia
Period	20/09/16 → 24/09/16

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Multi-objective optimization
Robust expansion plans
Transmission planning
Uncertainty
Wind generation

Access to Document

10.1109/TDC-LA.2016.7805681

Cite this

Correa-Florez, C. A., Salcedo, A. S., & Panesso, A. F. (2017). Multi-objective transmission expansion planning considering uncertainty in wind power and demand. In 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016 Article 7805681 (2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TDC-LA.2016.7805681

Correa-Florez, Carlos Adrian ; Salcedo, Alejandro Sanchez ; Panesso, Andres Felipe. / Multi-objective transmission expansion planning considering uncertainty in wind power and demand. 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. (2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016).

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title = "Multi-objective transmission expansion planning considering uncertainty in wind power and demand",

abstract = "This paper presents a multi-objective methodology for the Transmission Expansion Planning (TEP) problem when uncertainty in demand and large wind generation is considered. The proposed scheme is based on Reduced Scenario Methodology (RSM) to represent the uncertainty set. An enhanced NSGA-II multi-objective algorithm is used to minimize expansion costs and wind power curtailment, so that a set of Pareto optimal expansion plans are obtained. The performance of the expansion plans is evaluated and compared with previous work to demonstrate the robustness of the proposed approach. Test are carried out on Garver and the IEEE 24-bus RTS systems.",

keywords = "Multi-objective optimization, Robust expansion plans, Transmission planning, Uncertainty, Wind generation",

author = "Correa-Florez, \{Carlos Adrian\} and Salcedo, \{Alejandro Sanchez\} and Panesso, \{Andres Felipe\}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016 ; Conference date: 20-09-2016 Through 24-09-2016",

year = "2017",

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doi = "10.1109/TDC-LA.2016.7805681",

language = "English",

series = "2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016",

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Correa-Florez, CA, Salcedo, AS & Panesso, AF 2017, Multi-objective transmission expansion planning considering uncertainty in wind power and demand. in 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016., 7805681, 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016, Institute of Electrical and Electronics Engineers Inc., 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016, Morelia, Mexico, 20/09/16. https://doi.org/10.1109/TDC-LA.2016.7805681

Multi-objective transmission expansion planning considering uncertainty in wind power and demand. / Correa-Florez, Carlos Adrian; Salcedo, Alejandro Sanchez; Panesso, Andres Felipe.
2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. 7805681 (2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016).

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

TY - GEN

T1 - Multi-objective transmission expansion planning considering uncertainty in wind power and demand

AU - Correa-Florez, Carlos Adrian

AU - Salcedo, Alejandro Sanchez

AU - Panesso, Andres Felipe

PY - 2017/1/4

Y1 - 2017/1/4

N2 - This paper presents a multi-objective methodology for the Transmission Expansion Planning (TEP) problem when uncertainty in demand and large wind generation is considered. The proposed scheme is based on Reduced Scenario Methodology (RSM) to represent the uncertainty set. An enhanced NSGA-II multi-objective algorithm is used to minimize expansion costs and wind power curtailment, so that a set of Pareto optimal expansion plans are obtained. The performance of the expansion plans is evaluated and compared with previous work to demonstrate the robustness of the proposed approach. Test are carried out on Garver and the IEEE 24-bus RTS systems.

AB - This paper presents a multi-objective methodology for the Transmission Expansion Planning (TEP) problem when uncertainty in demand and large wind generation is considered. The proposed scheme is based on Reduced Scenario Methodology (RSM) to represent the uncertainty set. An enhanced NSGA-II multi-objective algorithm is used to minimize expansion costs and wind power curtailment, so that a set of Pareto optimal expansion plans are obtained. The performance of the expansion plans is evaluated and compared with previous work to demonstrate the robustness of the proposed approach. Test are carried out on Garver and the IEEE 24-bus RTS systems.

KW - Multi-objective optimization

KW - Robust expansion plans

KW - Transmission planning

KW - Uncertainty

KW - Wind generation

UR - https://www.scopus.com/pages/publications/85016184768

U2 - 10.1109/TDC-LA.2016.7805681

DO - 10.1109/TDC-LA.2016.7805681

M3 - Conference contribution

AN - SCOPUS:85016184768

T3 - 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016

BT - 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016

Y2 - 20 September 2016 through 24 September 2016

ER -

Correa-Florez CA, Salcedo AS, Panesso AF. Multi-objective transmission expansion planning considering uncertainty in wind power and demand. In 2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016. Institute of Electrical and Electronics Engineers Inc. 2017. 7805681. (2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016). doi: 10.1109/TDC-LA.2016.7805681

Multi-objective transmission expansion planning considering uncertainty in wind power and demand

Abstract

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UN SDGs

Keywords

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