Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming

Mohamed Hamza Laraki; Brahim Brahmi; Claude Ziad El-Bayeh; Mohammad Habibur Rahman

doi:10.1109/SSD52085.2021.9429362

Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming

Mohamed Hamza Laraki, Brahim Brahmi, Claude Ziad El-Bayeh, Mohammad Habibur Rahman

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

7 Scopus citations

Abstract

This paper deals with the optimal energy management system (EMS) in wind-based stand-Alone microgrid. A new day-Ahead integrated control based on dynamic programming (DP) is proposed to optimize the power flow and enhance the battery's lifetime. Defined constraints help to set system limits for safe operation. Finally, the economic model allow us to define the parameters of the system to be optimized. Simulation results using MATLAB/SIMULINK show the effectiveness of the proposed EMS.

Original language	English
Title of host publication	18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1258-1263
Number of pages	6
ISBN (Electronic)	9781665414937
DOIs	https://doi.org/10.1109/SSD52085.2021.9429362
State	Published - 22 Mar 2021
Externally published	Yes

Publication series

Name	18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021

Bibliographical note

Publisher Copyright:
© 2021 IEEE.

Keywords

Dynamic programming
Energy Management System
Micro-grid
power optimization

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Signal Processing
Electrical and Electronic Engineering

UN SDGs

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

Access to Document

10.1109/SSD52085.2021.9429362

Cite this

Laraki, M. H., Brahmi, B., El-Bayeh, C. Z., & Rahman, M. H. (2021). Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming. In 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021 (pp. 1258-1263). Article 9429362 (18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SSD52085.2021.9429362

Laraki, Mohamed Hamza ; Brahmi, Brahim ; El-Bayeh, Claude Ziad et al. / Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming. 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 1258-1263 (18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021).

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abstract = "This paper deals with the optimal energy management system (EMS) in wind-based stand-Alone microgrid. A new day-Ahead integrated control based on dynamic programming (DP) is proposed to optimize the power flow and enhance the battery's lifetime. Defined constraints help to set system limits for safe operation. Finally, the economic model allow us to define the parameters of the system to be optimized. Simulation results using MATLAB/SIMULINK show the effectiveness of the proposed EMS.",

keywords = "Dynamic programming, Energy Management System, Micro-grid, power optimization",

author = "Laraki, {Mohamed Hamza} and Brahim Brahmi and El-Bayeh, {Claude Ziad} and Rahman, {Mohammad Habibur}",

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doi = "10.1109/SSD52085.2021.9429362",

language = "English",

series = "18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021",

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Laraki, MH, Brahmi, B, El-Bayeh, CZ & Rahman, MH 2021, Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming. in 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021., 9429362, 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021, Institute of Electrical and Electronics Engineers Inc., pp. 1258-1263. https://doi.org/10.1109/SSD52085.2021.9429362

Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming. / Laraki, Mohamed Hamza; Brahmi, Brahim; El-Bayeh, Claude Ziad et al.
18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 1258-1263 9429362 (18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021).

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

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AU - Rahman, Mohammad Habibur

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N2 - This paper deals with the optimal energy management system (EMS) in wind-based stand-Alone microgrid. A new day-Ahead integrated control based on dynamic programming (DP) is proposed to optimize the power flow and enhance the battery's lifetime. Defined constraints help to set system limits for safe operation. Finally, the economic model allow us to define the parameters of the system to be optimized. Simulation results using MATLAB/SIMULINK show the effectiveness of the proposed EMS.

AB - This paper deals with the optimal energy management system (EMS) in wind-based stand-Alone microgrid. A new day-Ahead integrated control based on dynamic programming (DP) is proposed to optimize the power flow and enhance the battery's lifetime. Defined constraints help to set system limits for safe operation. Finally, the economic model allow us to define the parameters of the system to be optimized. Simulation results using MATLAB/SIMULINK show the effectiveness of the proposed EMS.

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M3 - Conference contribution

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Laraki MH, Brahmi B, El-Bayeh CZ, Rahman MH. Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming. In 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 1258-1263. 9429362. (18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021). doi: 10.1109/SSD52085.2021.9429362

Energy management system for a Stand-Alone Wind/ Diesel/ BESS/ Fuel-cell Using Dynamic Programming

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this