Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks

Details are presented of the development and incorporation of a generation and transmission reliability approach in an upper-level sustainability assessment framework for power system planning. This application represents a quasi-stationary, multiobjective optimization problem with nonlinear constra...

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Main Authors: Jose R. Vargas-Jaramillo, Jhon A. Montanez-Barrera, Michael R. von Spakovsky, Lamine Mili, Sergio Cano-Andrade
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/3/546
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spelling doaj-add304c4f6ae4f90afcada90d789f5d52020-11-25T01:51:37ZengMDPI AGEnergies1996-10732019-02-0112354610.3390/en12030546en12030546Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System NetworksJose R. Vargas-Jaramillo0Jhon A. Montanez-Barrera1Michael R. von Spakovsky2Lamine Mili3Sergio Cano-Andrade4Department of Mechanical Engineering, Universidad de Guanajuato, Salamanca, GTO 36885, MexicoDepartment of Mechanical Engineering, Universidad de Guanajuato, Salamanca, GTO 36885, MexicoDepartment of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USABradley Department of Electrical and Computer Engineering, Northern Virginia Center, Virginia Tech, Falls Church, VA 22043, USADepartment of Mechanical Engineering, Universidad de Guanajuato, Salamanca, GTO 36885, MexicoDetails are presented of the development and incorporation of a generation and transmission reliability approach in an upper-level sustainability assessment framework for power system planning. This application represents a quasi-stationary, multiobjective optimization problem with nonlinear constraints, load uncertainties, stochastic effects for renewable energy producers, and the propagation of uncertainties along the transmission lines. The Expected Energy Not Supplied (EENS) accounts for generation and transmission reliability and is based on a probabilistic as opposed to deterministic approach. The optimization is developed for three scenarios. The first excludes uncertainties in the load demand, while the second includes them. The third scenario accounts not only for these uncertainties, but also for the stochastic effects related to wind and photovoltaic producers. The sustainability-reliability approach is applied to the standard IEEE Reliability Test System. Results show that using a Mixture of Normals Approximation (MONA) for the EENS formulation makes the reliability analysis simpler, as well as possible within a large-scale optimization. In addition, results show that the inclusion of renewable energy producers has some positive impact on the optimal synthesis/design of power networks under sustainability considerations. Also shown is the negative impact of renewable energy producers on the reliability of the power network.https://www.mdpi.com/1996-1073/12/3/546reliabilitysustainabilityIEEE-RTSuncertaintiesMONA
collection DOAJ
language English
format Article
sources DOAJ
author Jose R. Vargas-Jaramillo
Jhon A. Montanez-Barrera
Michael R. von Spakovsky
Lamine Mili
Sergio Cano-Andrade
spellingShingle Jose R. Vargas-Jaramillo
Jhon A. Montanez-Barrera
Michael R. von Spakovsky
Lamine Mili
Sergio Cano-Andrade
Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
Energies
reliability
sustainability
IEEE-RTS
uncertainties
MONA
author_facet Jose R. Vargas-Jaramillo
Jhon A. Montanez-Barrera
Michael R. von Spakovsky
Lamine Mili
Sergio Cano-Andrade
author_sort Jose R. Vargas-Jaramillo
title Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
title_short Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
title_full Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
title_fullStr Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
title_full_unstemmed Effects of Producer and Transmission Reliability on the Sustainability Assessment of Power System Networks
title_sort effects of producer and transmission reliability on the sustainability assessment of power system networks
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2019-02-01
description Details are presented of the development and incorporation of a generation and transmission reliability approach in an upper-level sustainability assessment framework for power system planning. This application represents a quasi-stationary, multiobjective optimization problem with nonlinear constraints, load uncertainties, stochastic effects for renewable energy producers, and the propagation of uncertainties along the transmission lines. The Expected Energy Not Supplied (EENS) accounts for generation and transmission reliability and is based on a probabilistic as opposed to deterministic approach. The optimization is developed for three scenarios. The first excludes uncertainties in the load demand, while the second includes them. The third scenario accounts not only for these uncertainties, but also for the stochastic effects related to wind and photovoltaic producers. The sustainability-reliability approach is applied to the standard IEEE Reliability Test System. Results show that using a Mixture of Normals Approximation (MONA) for the EENS formulation makes the reliability analysis simpler, as well as possible within a large-scale optimization. In addition, results show that the inclusion of renewable energy producers has some positive impact on the optimal synthesis/design of power networks under sustainability considerations. Also shown is the negative impact of renewable energy producers on the reliability of the power network.
topic reliability
sustainability
IEEE-RTS
uncertainties
MONA
url https://www.mdpi.com/1996-1073/12/3/546
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