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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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 |
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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 |
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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. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Sampath, Lahanda Purage Mohasha Isuru Hotz, M. Gooi, Hoay Beng Utschick, Wolfgang |
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Conference or Workshop Item |
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Sampath, Lahanda Purage Mohasha Isuru Hotz, M. Gooi, Hoay Beng Utschick, Wolfgang |
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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 |
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Unit commitment with AC power flow constraints for a hybrid transmission grid |
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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 |
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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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