Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case

Gioacchino Tricarico; Luis Santiago Azuara-Grande; Raju Wagle; Francisco Gonzalez-Longatt; Maria Dicorato; Giuseppe Forte; Jose Luis Rueda

doi:10.1109/IECON49645.2022.9968474

Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case

Gioacchino Tricarico, Luis Santiago Azuara-Grande, Raju Wagle, Francisco Gonzalez-Longatt, Maria Dicorato, Giuseppe Forte, Jose Luis Rueda

Intelligent Electrical Power Grids

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Abstract

The operation schedule of the power generation units in electrical power systems is determined by the optimisation problem known as unit commitment (UC), aiming at minimising the total cost considering the generation constraints. To obtain a feasible solution from the network perspective, the security-constrained UC (SCUC) problem has been defined to embed the network constraints in the optimisation problem as well. Also, the higher penetration of renewable energy sources (RES) has increased the difficulty of UC problem, mainly due to the uncertainty and the high variability of RES. This paper proposed a SCUC with economic dispatch (SCUCED) optimisation developed in two stages. The first one is the solution of a merit-order based zonal day-ahead market (ZDAM) optimisation to define a preliminary generation schedule. In the second stage, the SCUCED is solved based on AC load flow routines and sensitivity factors to embed the full network representation. The approach is applied to a modified version of the IEEE 39-bus test system.

Original language	English
Title of host publication	IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society
Publisher	IEEE
Number of pages	5
ISBN (Electronic)	9781665480253
DOIs	https://doi.org/10.1109/IECON49645.2022.9968474
Publication status	Published - 2022
Event	48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 - Brussels, Belgium Duration: 17 Oct 2022 → 20 Oct 2022

Publication series

Name	IECON Proceedings (Industrial Electronics Conference)
Volume	2022-October

Conference

Conference	48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022
Country/Territory	Belgium
City	Brussels
Period	17/10/22 → 20/10/22

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

Day-ahead market
economic dispatch test system
unit commitment

UN SDGs

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

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10.1109/IECON49645.2022.9968474

Security_Constrained_Unit_Commitment_and_Economic_Dispatch_applied_to_the_Modified_IEEE_39-bus_system_CaseFinal published version, 1.1 MB

Cite this

Tricarico, G., Azuara-Grande, L. S., Wagle, R., Gonzalez-Longatt, F., Dicorato, M., Forte, G., & Rueda, J. L. (2022). Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case. In IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society (IECON Proceedings (Industrial Electronics Conference); Vol. 2022-October). IEEE. https://doi.org/10.1109/IECON49645.2022.9968474

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title = "Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case",

abstract = "The operation schedule of the power generation units in electrical power systems is determined by the optimisation problem known as unit commitment (UC), aiming at minimising the total cost considering the generation constraints. To obtain a feasible solution from the network perspective, the security-constrained UC (SCUC) problem has been defined to embed the network constraints in the optimisation problem as well. Also, the higher penetration of renewable energy sources (RES) has increased the difficulty of UC problem, mainly due to the uncertainty and the high variability of RES. This paper proposed a SCUC with economic dispatch (SCUCED) optimisation developed in two stages. The first one is the solution of a merit-order based zonal day-ahead market (ZDAM) optimisation to define a preliminary generation schedule. In the second stage, the SCUCED is solved based on AC load flow routines and sensitivity factors to embed the full network representation. The approach is applied to a modified version of the IEEE 39-bus test system.",

keywords = "Day-ahead market, economic dispatch test system, unit commitment",

author = "Gioacchino Tricarico and Azuara-Grande, {Luis Santiago} and Raju Wagle and Francisco Gonzalez-Longatt and Maria Dicorato and Giuseppe Forte and Rueda, {Jose Luis}",

note = "Green Open Access added to TU Delft Institutional Repository {\textquoteleft}You share, we take care!{\textquoteright} – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. ; 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 ; Conference date: 17-10-2022 Through 20-10-2022",

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Tricarico, G, Azuara-Grande, LS, Wagle, R, Gonzalez-Longatt, F, Dicorato, M, Forte, G & Rueda, JL 2022, Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case. in IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society. IECON Proceedings (Industrial Electronics Conference), vol. 2022-October, IEEE, 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022, Brussels, Belgium, 17/10/22. https://doi.org/10.1109/IECON49645.2022.9968474

Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case. / Tricarico, Gioacchino; Azuara-Grande, Luis Santiago; Wagle, Raju et al.
IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2022. (IECON Proceedings (Industrial Electronics Conference); Vol. 2022-October).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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AU - Dicorato, Maria

AU - Forte, Giuseppe

AU - Rueda, Jose Luis

N1 - Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

PY - 2022

Y1 - 2022

N2 - The operation schedule of the power generation units in electrical power systems is determined by the optimisation problem known as unit commitment (UC), aiming at minimising the total cost considering the generation constraints. To obtain a feasible solution from the network perspective, the security-constrained UC (SCUC) problem has been defined to embed the network constraints in the optimisation problem as well. Also, the higher penetration of renewable energy sources (RES) has increased the difficulty of UC problem, mainly due to the uncertainty and the high variability of RES. This paper proposed a SCUC with economic dispatch (SCUCED) optimisation developed in two stages. The first one is the solution of a merit-order based zonal day-ahead market (ZDAM) optimisation to define a preliminary generation schedule. In the second stage, the SCUCED is solved based on AC load flow routines and sensitivity factors to embed the full network representation. The approach is applied to a modified version of the IEEE 39-bus test system.

AB - The operation schedule of the power generation units in electrical power systems is determined by the optimisation problem known as unit commitment (UC), aiming at minimising the total cost considering the generation constraints. To obtain a feasible solution from the network perspective, the security-constrained UC (SCUC) problem has been defined to embed the network constraints in the optimisation problem as well. Also, the higher penetration of renewable energy sources (RES) has increased the difficulty of UC problem, mainly due to the uncertainty and the high variability of RES. This paper proposed a SCUC with economic dispatch (SCUCED) optimisation developed in two stages. The first one is the solution of a merit-order based zonal day-ahead market (ZDAM) optimisation to define a preliminary generation schedule. In the second stage, the SCUCED is solved based on AC load flow routines and sensitivity factors to embed the full network representation. The approach is applied to a modified version of the IEEE 39-bus test system.

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PB - IEEE

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Tricarico G, Azuara-Grande LS, Wagle R, Gonzalez-Longatt F, Dicorato M, Forte G et al. Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case. In IECON 2022 - 48th Annual Conference of the IEEE Industrial Electronics Society. IEEE. 2022. (IECON Proceedings (Industrial Electronics Conference)). doi: 10.1109/IECON49645.2022.9968474

Security Constrained Unit Commitment and Economic Dispatch applied to the Modified IEEE 39-bus system Case

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

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