Energy management of isolated microgrids using mixed-integer second-order cone programming

Juan S. Giraldo; Jhon A. Castrillon; Carlos A. Castro

doi:10.1109/PESGM.2017.8274353

Energy management of isolated microgrids using mixed-integer second-order cone programming

Juan S. Giraldo, Jhon A. Castrillon, Carlos A. Castro

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

3 Citations (Scopus)

18 Downloads (Pure)

Abstract

This paper presents an optimal energy management system for Microgrids (MGs) operating in isolated mode, using a mixed-integer second order cone programming (MISOCP) model. Dispatchable distributed generation (DG) units and energy storage systems (ESS) are considered in the model along with non-dispatchable sources, such as solar photovoltaics (PV) and wind turbines (WTs) and demand side management (DSM). The objective function minimizes the unserved energy during a certain period of time, considering consumers' priorities and guaranteeing the system's operational limits, including active and reactive power balance, voltage limits, line current ratings, fuel limitations, among others. The proposed model was tested using solver CPLEX under AMPL for a 34-bus distribution test system under two different outage periods.

Original language	English
Title of host publication	2017 IEEE Power and Energy Society General Meeting, PESGM 2017
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Number of pages	5
ISBN (Electronic)	978-1-5386-2212-4
DOIs	https://doi.org/10.1109/PESGM.2017.8274353
Publication status	Published - 1 Feb 2018
Externally published	Yes
Event	2017 IEEE Power and Energy Society General Meeting, PESGM 2017 - Chicago, IL USA, Chicago, United States Duration: 16 Jul 2017 → 20 Jul 2017 http://www.pes-gm.org/2017 http://www.pes-gm.org/2017/

Conference

Conference	2017 IEEE Power and Energy Society General Meeting, PESGM 2017
Abbreviated title	PESGM 2017
Country/Territory	United States
City	Chicago
Period	16/07/17 → 20/07/17
Internet address	http://www.pes-gm.org/2017 http://www.pes-gm.org/2017/

Keywords

Demand side management
Energy management
Microgrids
Mixed integer second order cone programming
Renewable energy sources

UN SDGs

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

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10.1109/PESGM.2017.8274353

author versionFinal author version , 498 KB

Cite this

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title = "Energy management of isolated microgrids using mixed-integer second-order cone programming",

abstract = "This paper presents an optimal energy management system for Microgrids (MGs) operating in isolated mode, using a mixed-integer second order cone programming (MISOCP) model. Dispatchable distributed generation (DG) units and energy storage systems (ESS) are considered in the model along with non-dispatchable sources, such as solar photovoltaics (PV) and wind turbines (WTs) and demand side management (DSM). The objective function minimizes the unserved energy during a certain period of time, considering consumers' priorities and guaranteeing the system's operational limits, including active and reactive power balance, voltage limits, line current ratings, fuel limitations, among others. The proposed model was tested using solver CPLEX under AMPL for a 34-bus distribution test system under two different outage periods.",

keywords = "Demand side management, Energy management, Microgrids, Mixed integer second order cone programming, Renewable energy sources",

author = "Giraldo, {Juan S.} and Castrillon, {Jhon A.} and Castro, {Carlos A.}",

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language = "English",

booktitle = "2017 IEEE Power and Energy Society General Meeting, PESGM 2017",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "2017 IEEE Power and Energy Society General Meeting, PESGM 2017, PESGM 2017 ; Conference date: 16-07-2017 Through 20-07-2017",

url = "http://www.pes-gm.org/2017, http://www.pes-gm.org/2017/",

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Giraldo, JS, Castrillon, JA & Castro, CA 2018, Energy management of isolated microgrids using mixed-integer second-order cone programming. in 2017 IEEE Power and Energy Society General Meeting, PESGM 2017., 8274353, Institute of Electrical and Electronics Engineers, Piscataway, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017, Chicago, United States, 16/07/17. https://doi.org/10.1109/PESGM.2017.8274353

Energy management of isolated microgrids using mixed-integer second-order cone programming. / Giraldo, Juan S.; Castrillon, Jhon A.; Castro, Carlos A.
2017 IEEE Power and Energy Society General Meeting, PESGM 2017. Piscataway: Institute of Electrical and Electronics Engineers, 2018. 8274353.

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

TY - GEN

T1 - Energy management of isolated microgrids using mixed-integer second-order cone programming

AU - Giraldo, Juan S.

AU - Castrillon, Jhon A.

AU - Castro, Carlos A.

PY - 2018/2/1

Y1 - 2018/2/1

N2 - This paper presents an optimal energy management system for Microgrids (MGs) operating in isolated mode, using a mixed-integer second order cone programming (MISOCP) model. Dispatchable distributed generation (DG) units and energy storage systems (ESS) are considered in the model along with non-dispatchable sources, such as solar photovoltaics (PV) and wind turbines (WTs) and demand side management (DSM). The objective function minimizes the unserved energy during a certain period of time, considering consumers' priorities and guaranteeing the system's operational limits, including active and reactive power balance, voltage limits, line current ratings, fuel limitations, among others. The proposed model was tested using solver CPLEX under AMPL for a 34-bus distribution test system under two different outage periods.

AB - This paper presents an optimal energy management system for Microgrids (MGs) operating in isolated mode, using a mixed-integer second order cone programming (MISOCP) model. Dispatchable distributed generation (DG) units and energy storage systems (ESS) are considered in the model along with non-dispatchable sources, such as solar photovoltaics (PV) and wind turbines (WTs) and demand side management (DSM). The objective function minimizes the unserved energy during a certain period of time, considering consumers' priorities and guaranteeing the system's operational limits, including active and reactive power balance, voltage limits, line current ratings, fuel limitations, among others. The proposed model was tested using solver CPLEX under AMPL for a 34-bus distribution test system under two different outage periods.

KW - Demand side management

KW - Energy management

KW - Microgrids

KW - Mixed integer second order cone programming

KW - Renewable energy sources

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DO - 10.1109/PESGM.2017.8274353

M3 - Conference contribution

BT - 2017 IEEE Power and Energy Society General Meeting, PESGM 2017

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 2017 IEEE Power and Energy Society General Meeting, PESGM 2017

Y2 - 16 July 2017 through 20 July 2017

ER -

Energy management of isolated microgrids using mixed-integer second-order cone programming

Abstract

Conference

Keywords

UN SDGs

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