Intra-day scheduling of a local energy community coordinated with day-ahead multistage decisions

Camilo Orozco; Alberto Borghetti; Bart De Schutter; Fabio Napolitano; Giorgia Pulazza; Fabio Tossani

doi:10.1016/j.segan.2021.100573

Intra-day scheduling of a local energy community coordinated with day-ahead multistage decisions

Camilo Orozco^*, Alberto Borghetti, Bart De Schutter, Fabio Napolitano, Giorgia Pulazza, Fabio Tossani

^*Corresponding author for this work

Team Bart De Schutter

Research output: Contribution to journal › Article › Scientific › peer-review

16 Citations (Scopus)

11 Downloads (Pure)

Abstract

The paper presents a coordinated day-ahead and intra-day approach for the scheduling of the resources in a local energy community (LEC). The considered LEC consists of a collective of power prosumers that can directly trade energy with each other in addition to the external provider. The scheduling approach is based on the alternating direction method of multipliers and aims at minimizing the total energy procurement costs, assuring that each participant has an economical advantage in being part of the community. To cope with the uncertainties of the renewable power generation and consumption during the day, a day-ahead multistage stochastic optimization approach is combined with an intra-day rolling-horizon optimization procedure. The effectiveness of the approach is supported by numerical simulations for several case studies in which the LEC prosumers are either connected to the same low-voltage network or directly to the medium-voltage level.

Original language	English
Article number	100573
Number of pages	13
Journal	Sustainable Energy, Grids and Networks
Volume	29
DOIs	https://doi.org/10.1016/j.segan.2021.100573
Publication status	Published - 2022

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

Alternating direction method of multipliers (ADMM)
Energy management system
Local energy community
Multistage stochastic programming
Rolling-horizon optimization

UN SDGs

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

Access to Document

10.1016/j.segan.2021.100573

1-s2.0-S2352467721001375-mainFinal published version, 1.17 MB

Cite this

@article{71bcd2e857f24de19e9b65b53637e295,

title = "Intra-day scheduling of a local energy community coordinated with day-ahead multistage decisions",

abstract = "The paper presents a coordinated day-ahead and intra-day approach for the scheduling of the resources in a local energy community (LEC). The considered LEC consists of a collective of power prosumers that can directly trade energy with each other in addition to the external provider. The scheduling approach is based on the alternating direction method of multipliers and aims at minimizing the total energy procurement costs, assuring that each participant has an economical advantage in being part of the community. To cope with the uncertainties of the renewable power generation and consumption during the day, a day-ahead multistage stochastic optimization approach is combined with an intra-day rolling-horizon optimization procedure. The effectiveness of the approach is supported by numerical simulations for several case studies in which the LEC prosumers are either connected to the same low-voltage network or directly to the medium-voltage level.",

keywords = "Alternating direction method of multipliers (ADMM), Energy management system, Local energy community, Multistage stochastic programming, Rolling-horizon optimization",

author = "Camilo Orozco and Alberto Borghetti and {De Schutter}, Bart and Fabio Napolitano and Giorgia Pulazza and Fabio Tossani",

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.",

year = "2022",

doi = "10.1016/j.segan.2021.100573",

language = "English",

volume = "29",

journal = "Sustainable Energy, Grids and Networks",

issn = "2352-4677",

publisher = "Elsevier",

}

TY - JOUR

T1 - Intra-day scheduling of a local energy community coordinated with day-ahead multistage decisions

AU - Orozco, Camilo

AU - Borghetti, Alberto

AU - De Schutter, Bart

AU - Napolitano, Fabio

AU - Pulazza, Giorgia

AU - Tossani, Fabio

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 paper presents a coordinated day-ahead and intra-day approach for the scheduling of the resources in a local energy community (LEC). The considered LEC consists of a collective of power prosumers that can directly trade energy with each other in addition to the external provider. The scheduling approach is based on the alternating direction method of multipliers and aims at minimizing the total energy procurement costs, assuring that each participant has an economical advantage in being part of the community. To cope with the uncertainties of the renewable power generation and consumption during the day, a day-ahead multistage stochastic optimization approach is combined with an intra-day rolling-horizon optimization procedure. The effectiveness of the approach is supported by numerical simulations for several case studies in which the LEC prosumers are either connected to the same low-voltage network or directly to the medium-voltage level.

AB - The paper presents a coordinated day-ahead and intra-day approach for the scheduling of the resources in a local energy community (LEC). The considered LEC consists of a collective of power prosumers that can directly trade energy with each other in addition to the external provider. The scheduling approach is based on the alternating direction method of multipliers and aims at minimizing the total energy procurement costs, assuring that each participant has an economical advantage in being part of the community. To cope with the uncertainties of the renewable power generation and consumption during the day, a day-ahead multistage stochastic optimization approach is combined with an intra-day rolling-horizon optimization procedure. The effectiveness of the approach is supported by numerical simulations for several case studies in which the LEC prosumers are either connected to the same low-voltage network or directly to the medium-voltage level.

KW - Alternating direction method of multipliers (ADMM)

KW - Energy management system

KW - Local energy community

KW - Multistage stochastic programming

KW - Rolling-horizon optimization

UR - http://www.scopus.com/inward/record.url?scp=85121562195&partnerID=8YFLogxK

U2 - 10.1016/j.segan.2021.100573

DO - 10.1016/j.segan.2021.100573

M3 - Article

AN - SCOPUS:85121562195

SN - 2352-4677

VL - 29

JO - Sustainable Energy, Grids and Networks

JF - Sustainable Energy, Grids and Networks

M1 - 100573

ER -

Intra-day scheduling of a local energy community coordinated with day-ahead multistage decisions

Abstract

Bibliographical note

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this