An Energy Management System for a Residential Microgrid using Convex Optimization

Diana Estefanía Chérrez Barragán; Byron Alejandro Acuna Acurio; Byron Alejandro Acuña Acurio; Juan Camilo López; Felipe Grijalva; Juan Carlos Rodríguez; Luiz Carlos Pereira Da Silva

doi:10.1109/ETCM56276.2022.9935726

An Energy Management System for a Residential Microgrid using Convex Optimization

Diana Estefanía Chérrez Barragán
, Byron Alejandro Acuna Acurio
, Byron Alejandro Acuña Acurio
, Juan Camilo López
, Felipe Grijalva
, Juan Carlos Rodríguez
, Luiz Carlos Pereira Da Silva

Universidade Estadual de Campinas
Analog Devices, Inc.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

The field of energy management has recently gained prominence with the proliferation of renewable energies in residential microgrids. Traditionally, decision-making for energy management operations was performed by utilities. In the residential case, however, this process must be self-handled. This work presents an energy management system (EMS) for a residential microgrid using convex optimization to achieve optimal decisions. The results obtained show that the proposed model is three times faster than an EMS based on mixed-integer programming.

Original language	English
Title of host publication	6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022
Editors	David Rivas Lalaleo, Monica Karel Huerta
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665487443
DOIs	https://doi.org/10.1109/ETCM56276.2022.9935726
State	Published - 2022
Event	6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022 - Quito, Ecuador Duration: 11 Oct 2022 → 14 Oct 2022

Publication series

Name	6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022

Conference

Conference	6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022
Country/Territory	Ecuador
City	Quito
Period	11/10/22 → 14/10/22

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Energy management systems
convex optimization
microgrids
mixed-integer programming
photo-voltaic generation

Access to Document

10.1109/ETCM56276.2022.9935726

Cite this

Barragán, D. E. C., Acurio, B. A. A., Acurio, B. A. A., López, J. C., Grijalva, F., Rodríguez, J. C., & Da Silva, L. C. P. (2022). An Energy Management System for a Residential Microgrid using Convex Optimization. In D. R. Lalaleo, & M. K. Huerta (Eds.), 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022 (6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ETCM56276.2022.9935726

Barragán, Diana Estefanía Chérrez ; Acurio, Byron Alejandro Acuna ; Acurio, Byron Alejandro Acuña et al. / An Energy Management System for a Residential Microgrid using Convex Optimization. 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022. editor / David Rivas Lalaleo ; Monica Karel Huerta. Institute of Electrical and Electronics Engineers Inc., 2022. (6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022).

@inproceedings{846374bfe1814923a1bc27ae74068a0d,

title = "An Energy Management System for a Residential Microgrid using Convex Optimization",

abstract = "The field of energy management has recently gained prominence with the proliferation of renewable energies in residential microgrids. Traditionally, decision-making for energy management operations was performed by utilities. In the residential case, however, this process must be self-handled. This work presents an energy management system (EMS) for a residential microgrid using convex optimization to achieve optimal decisions. The results obtained show that the proposed model is three times faster than an EMS based on mixed-integer programming.",

keywords = "Energy management systems, convex optimization, microgrids, mixed-integer programming, photo-voltaic generation",

author = "Barrag{\'a}n, \{Diana Estefan{\'i}a Ch{\'e}rrez\} and Acurio, \{Byron Alejandro Acuna\} and Acurio, \{Byron Alejandro Acu{\~n}a\} and L{\'o}pez, \{Juan Camilo\} and Felipe Grijalva and Rodr{\'i}guez, \{Juan Carlos\} and \{Da Silva\}, \{Luiz Carlos Pereira\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022 ; Conference date: 11-10-2022 Through 14-10-2022",

year = "2022",

doi = "10.1109/ETCM56276.2022.9935726",

language = "Ingl{\'e}s",

series = "6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Lalaleo, \{David Rivas\} and Huerta, \{Monica Karel\}",

booktitle = "6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022",

}

Barragán, DEC, Acurio, BAA, Acurio, BAA, López, JC, Grijalva, F, Rodríguez, JC & Da Silva, LCP 2022, An Energy Management System for a Residential Microgrid using Convex Optimization. in DR Lalaleo & MK Huerta (eds), 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022. 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022, Institute of Electrical and Electronics Engineers Inc., 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022, Quito, Ecuador, 11/10/22. https://doi.org/10.1109/ETCM56276.2022.9935726

An Energy Management System for a Residential Microgrid using Convex Optimization. / Barragán, Diana Estefanía Chérrez; Acurio, Byron Alejandro Acuna; Acurio, Byron Alejandro Acuña et al.
6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022. ed. / David Rivas Lalaleo; Monica Karel Huerta. Institute of Electrical and Electronics Engineers Inc., 2022. (6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An Energy Management System for a Residential Microgrid using Convex Optimization

AU - Barragán, Diana Estefanía Chérrez

AU - Acurio, Byron Alejandro Acuna

AU - Acurio, Byron Alejandro Acuña

AU - López, Juan Camilo

AU - Grijalva, Felipe

AU - Rodríguez, Juan Carlos

AU - Da Silva, Luiz Carlos Pereira

PY - 2022

Y1 - 2022

N2 - The field of energy management has recently gained prominence with the proliferation of renewable energies in residential microgrids. Traditionally, decision-making for energy management operations was performed by utilities. In the residential case, however, this process must be self-handled. This work presents an energy management system (EMS) for a residential microgrid using convex optimization to achieve optimal decisions. The results obtained show that the proposed model is three times faster than an EMS based on mixed-integer programming.

AB - The field of energy management has recently gained prominence with the proliferation of renewable energies in residential microgrids. Traditionally, decision-making for energy management operations was performed by utilities. In the residential case, however, this process must be self-handled. This work presents an energy management system (EMS) for a residential microgrid using convex optimization to achieve optimal decisions. The results obtained show that the proposed model is three times faster than an EMS based on mixed-integer programming.

KW - Energy management systems

KW - convex optimization

KW - microgrids

KW - mixed-integer programming

KW - photo-voltaic generation

UR - https://www.scopus.com/pages/publications/85142436260

U2 - 10.1109/ETCM56276.2022.9935726

DO - 10.1109/ETCM56276.2022.9935726

M3 - Contribución a la conferencia

AN - SCOPUS:85142436260

T3 - 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022

BT - 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022

A2 - Lalaleo, David Rivas

A2 - Huerta, Monica Karel

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022

Y2 - 11 October 2022 through 14 October 2022

ER -

Barragán DEC, Acurio BAA, Acurio BAA, López JC, Grijalva F, Rodríguez JC et al. An Energy Management System for a Residential Microgrid using Convex Optimization. In Lalaleo DR, Huerta MK, editors, 6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022). doi: 10.1109/ETCM56276.2022.9935726

An Energy Management System for a Residential Microgrid using Convex Optimization

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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