Hierarchical energy management system with demand side management for green hydrogen-based microgrids

Kevin Chamorro-Cáceres; Alex Navas-Fonseca; Juan S. Gómez; Constanza Ahumada; Oscar Cartagena; Luis G. Marin; Doris Saez; Gonzalo Aguila

doi:10.1109/concapan63470.2024.10933606

Hierarchical energy management system with demand side management for green hydrogen-based microgrids

Kevin Chamorro-Cáceres
, Alex Navas-Fonseca
, Juan S. Gómez
, Constanza Ahumada
, Oscar Cartagena
, Luis G. Marin
, Doris Saez
, Gonzalo Aguila

Department of Electronic Engineering

Universidad de Chile
Universidad Andrés Bello

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

Abstract

This work proposes a two-level hierarchical predictive energy management system with demand side management (EMS-DSM) controller to handle the storage usage of a hybrid energy storage system (HESS). This HESS consists of a hydrogen storage system (HSS) and a battery storage system (BSS). The proposed two-level hierarchical structure comprises a supervisory EMS-DSM and a local controller. The proposed supervisory EMS-DSM controller manages energy purchases and shifts load consumption. The local controller is an EMS model predictive controller (EMS-MPC) that provides the control signal for the HESS according to the references provided by the supervisory EMS-DSM controller. Simulation results show that the proposed control scheme can reach a 2.27% savings during a one-week microgrid operation.

Original language	English
Title of host publication	2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Edition	2024
ISBN (Electronic)	9798350366723, 2687-7244
DOIs	https://doi.org/10.1109/concapan63470.2024.10933606
State	Published - 27 Nov 2024
Event	42nd IEEE Central America and Panama Convention, CONCAPAN 2024 - San Jose, Costa Rica Duration: 27 Nov 2024 → 29 Nov 2024

Publication series

Name	2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)

Conference

Conference	42nd IEEE Central America and Panama Convention, CONCAPAN 2024
Country/Territory	Costa Rica
City	San Jose
Period	27/11/24 → 29/11/24

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Cooperative hybrid energy storage
Demand side management
Energy management
Hierarchical model predictive control
Hydrogen storage

Access to Document

10.1109/concapan63470.2024.10933606

Cite this

Chamorro-Cáceres, K., Navas-Fonseca, A., Gómez, J. S., Ahumada, C., Cartagena, O., Marin, L. G., Saez, D., & Aguila, G. (2024). Hierarchical energy management system with demand side management for green hydrogen-based microgrids. In 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024 (2024 ed.). (2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/concapan63470.2024.10933606

Chamorro-Cáceres, Kevin ; Navas-Fonseca, Alex ; Gómez, Juan S. et al. / Hierarchical energy management system with demand side management for green hydrogen-based microgrids. 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024. ed. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)).

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title = "Hierarchical energy management system with demand side management for green hydrogen-based microgrids",

abstract = "This work proposes a two-level hierarchical predictive energy management system with demand side management (EMS-DSM) controller to handle the storage usage of a hybrid energy storage system (HESS). This HESS consists of a hydrogen storage system (HSS) and a battery storage system (BSS). The proposed two-level hierarchical structure comprises a supervisory EMS-DSM and a local controller. The proposed supervisory EMS-DSM controller manages energy purchases and shifts load consumption. The local controller is an EMS model predictive controller (EMS-MPC) that provides the control signal for the HESS according to the references provided by the supervisory EMS-DSM controller. Simulation results show that the proposed control scheme can reach a 2.27\% savings during a one-week microgrid operation.",

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Chamorro-Cáceres, K, Navas-Fonseca, A, Gómez, JS, Ahumada, C, Cartagena, O, Marin, LG, Saez, D & Aguila, G 2024, Hierarchical energy management system with demand side management for green hydrogen-based microgrids. in 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024 edn, 2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII), Institute of Electrical and Electronics Engineers Inc., 42nd IEEE Central America and Panama Convention, CONCAPAN 2024, San Jose, Costa Rica, 27/11/24. https://doi.org/10.1109/concapan63470.2024.10933606

Hierarchical energy management system with demand side management for green hydrogen-based microgrids. / Chamorro-Cáceres, Kevin; Navas-Fonseca, Alex; Gómez, Juan S. et al.
2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024. ed. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)).

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

TY - GEN

T1 - Hierarchical energy management system with demand side management for green hydrogen-based microgrids

AU - Chamorro-Cáceres, Kevin

AU - Navas-Fonseca, Alex

AU - Gómez, Juan S.

AU - Ahumada, Constanza

AU - Cartagena, Oscar

AU - Marin, Luis G.

AU - Saez, Doris

AU - Aguila, Gonzalo

PY - 2024/11/27

Y1 - 2024/11/27

N2 - This work proposes a two-level hierarchical predictive energy management system with demand side management (EMS-DSM) controller to handle the storage usage of a hybrid energy storage system (HESS). This HESS consists of a hydrogen storage system (HSS) and a battery storage system (BSS). The proposed two-level hierarchical structure comprises a supervisory EMS-DSM and a local controller. The proposed supervisory EMS-DSM controller manages energy purchases and shifts load consumption. The local controller is an EMS model predictive controller (EMS-MPC) that provides the control signal for the HESS according to the references provided by the supervisory EMS-DSM controller. Simulation results show that the proposed control scheme can reach a 2.27% savings during a one-week microgrid operation.

AB - This work proposes a two-level hierarchical predictive energy management system with demand side management (EMS-DSM) controller to handle the storage usage of a hybrid energy storage system (HESS). This HESS consists of a hydrogen storage system (HSS) and a battery storage system (BSS). The proposed two-level hierarchical structure comprises a supervisory EMS-DSM and a local controller. The proposed supervisory EMS-DSM controller manages energy purchases and shifts load consumption. The local controller is an EMS model predictive controller (EMS-MPC) that provides the control signal for the HESS according to the references provided by the supervisory EMS-DSM controller. Simulation results show that the proposed control scheme can reach a 2.27% savings during a one-week microgrid operation.

KW - Cooperative hybrid energy storage

KW - Demand side management

KW - Energy management

KW - Hierarchical model predictive control

KW - Hydrogen storage

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DO - 10.1109/concapan63470.2024.10933606

M3 - Conference contribution

AN - SCOPUS:105005848652

T3 - 2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)

BT - 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 42nd IEEE Central America and Panama Convention, CONCAPAN 2024

Y2 - 27 November 2024 through 29 November 2024

ER -

Chamorro-Cáceres K, Navas-Fonseca A, Gómez JS, Ahumada C, Cartagena O, Marin LG et al. Hierarchical energy management system with demand side management for green hydrogen-based microgrids. In 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024 ed. Institute of Electrical and Electronics Engineers Inc. 2024. (2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII)). doi: 10.1109/concapan63470.2024.10933606

Hierarchical energy management system with demand side management for green hydrogen-based microgrids

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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