Unit commitment with AC power flow constraints for a hybrid transmission grid

A unit commitment formulation satisfying AC optimal power flow constraints models the resource optimization problem accurately, but is challenging to solve for traditional transmission systems. Integration of generation based on renewable energy sources is often limited by transmission congestion is...

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Main Authors: Sampath, Lahanda Purage Mohasha Isuru, Hotz, M., Gooi, Hoay Beng, Utschick, Wolfgang
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/88192
http://hdl.handle.net/10220/47700
http://pscc-central.epfl.ch/papers-repo
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-881922020-11-01T04:43:01Z Unit commitment with AC power flow constraints for a hybrid transmission grid Sampath, Lahanda Purage Mohasha Isuru Hotz, M. Gooi, Hoay Beng Utschick, Wolfgang School of Electrical and Electronic Engineering Interdisciplinary Graduate School (IGS) 20th Power Systems Computation Conference Capacity Expansion Convex Relaxation DRNTU::Engineering::Electrical and electronic engineering A unit commitment formulation satisfying AC optimal power flow constraints models the resource optimization problem accurately, but is challenging to solve for traditional transmission systems. Integration of generation based on renewable energy sources is often limited by transmission congestion issues in existing grids. For such grids, AC to HVDC conversion schemes are viable and attractive options for capacity expansion. In this respect, we utilize the structural properties of a hybrid AC/HVDC grid architecture with a specific topology to enable an exact mixed integer conic relaxation of the aforementioned problem. The simulation results for the PJM 5-bus system show that the relaxation is exact for the hybrid architecture. Further, it alleviates the network congestion leading to a substantial reduction in generation cost at normal and increased load conditions compared to the reference AC grid. Moreover, the hybrid architecture improves the utilization of the grid to accommodate more demand and generation. Accepted version 2019-02-19T04:23:15Z 2019-12-06T16:58:05Z 2019-02-19T04:23:15Z 2019-12-06T16:58:05Z 2018 Conference Paper Sampath, L. P. M. I., Hotz, M., Gooi, H. B., & Utschick, W. (2018). Unit commitment with AC power flow constraints for a hybrid transmission grid. Proceedings of 20th Power Systems Computation Conference. https://hdl.handle.net/10356/88192 http://hdl.handle.net/10220/47700 http://pscc-central.epfl.ch/papers-repo en © 2018 The Author(s). All rights reserved. This paper was published by 20th Power Systems Computation Conference in Proceedings of 20th Power Systems Computation Conference and is made available with permission of The Author(s). 7 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Capacity Expansion
Convex Relaxation
DRNTU::Engineering::Electrical and electronic engineering
spellingShingle Capacity Expansion
Convex Relaxation
DRNTU::Engineering::Electrical and electronic engineering
Sampath, Lahanda Purage Mohasha Isuru
Hotz, M.
Gooi, Hoay Beng
Utschick, Wolfgang
Unit commitment with AC power flow constraints for a hybrid transmission grid
description A unit commitment formulation satisfying AC optimal power flow constraints models the resource optimization problem accurately, but is challenging to solve for traditional transmission systems. Integration of generation based on renewable energy sources is often limited by transmission congestion issues in existing grids. For such grids, AC to HVDC conversion schemes are viable and attractive options for capacity expansion. In this respect, we utilize the structural properties of a hybrid AC/HVDC grid architecture with a specific topology to enable an exact mixed integer conic relaxation of the aforementioned problem. The simulation results for the PJM 5-bus system show that the relaxation is exact for the hybrid architecture. Further, it alleviates the network congestion leading to a substantial reduction in generation cost at normal and increased load conditions compared to the reference AC grid. Moreover, the hybrid architecture improves the utilization of the grid to accommodate more demand and generation.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Sampath, Lahanda Purage Mohasha Isuru
Hotz, M.
Gooi, Hoay Beng
Utschick, Wolfgang
format Conference or Workshop Item
author Sampath, Lahanda Purage Mohasha Isuru
Hotz, M.
Gooi, Hoay Beng
Utschick, Wolfgang
author_sort Sampath, Lahanda Purage Mohasha Isuru
title Unit commitment with AC power flow constraints for a hybrid transmission grid
title_short Unit commitment with AC power flow constraints for a hybrid transmission grid
title_full Unit commitment with AC power flow constraints for a hybrid transmission grid
title_fullStr Unit commitment with AC power flow constraints for a hybrid transmission grid
title_full_unstemmed Unit commitment with AC power flow constraints for a hybrid transmission grid
title_sort unit commitment with ac power flow constraints for a hybrid transmission grid
publishDate 2019
url https://hdl.handle.net/10356/88192
http://hdl.handle.net/10220/47700
http://pscc-central.epfl.ch/papers-repo
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