Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines

Duy C. Huynh; Loc D. Ho; Matthew W. Dunnigan; Corina Barbalata

doi:10.1109/iconscept57958.2023.10170072

Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines

Duy C. Huynh, Loc D. Ho, Matthew W. Dunnigan, Corina Barbalata

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

2 Citations (Scopus)

Abstract

Optimal operation of a microgrid is one of the important requirements. The reduction of the loss power of the microgrid supports satisfying the above mission. The paper proposes a solution to optimize the location and capacity of distributed energy sources such as diesel generators (DG) and microturbines (MT) in the microgrid to ensure the minimum active and reactive loss powers. An improved artificial bee colony (ABC) algorithm is proposed to find the solution of the optimal location and capacity of the DGs and MTs of the islanded microgrid with 33 buses. The improved ABC algorithm-based achievements are compared with those obtained using an ABC algorithm, a genetic algorithm (GA), and a particle swarm optimization (PSO) algorithm to validate the proposal.

Original language	English
Title of host publication	2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)
Publisher	IEEE
ISBN (Electronic)	9798350312126
DOIs	https://doi.org/10.1109/iconscept57958.2023.10170072
Publication status	Published - 10 Jul 2023
Event	2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunicatio - Karaikal, India Duration: 25 May 2023 → 26 May 2023

Conference

Conference	2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunicatio
Abbreviated title	IConSCEPT 2023
Country/Territory	India
City	Karaikal
Period	25/05/23 → 26/05/23

Keywords

diesel generator
microgrid
microturbine
optimal operation
planning

ASJC Scopus subject areas

Computer Networks and Communications
Signal Processing
Energy Engineering and Power Technology
Electrical and Electronic Engineering
Computational Mathematics
Control and Optimization

Access to Document

10.1109/iconscept57958.2023.10170072

Cite this

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title = "Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines",

abstract = "Optimal operation of a microgrid is one of the important requirements. The reduction of the loss power of the microgrid supports satisfying the above mission. The paper proposes a solution to optimize the location and capacity of distributed energy sources such as diesel generators (DG) and microturbines (MT) in the microgrid to ensure the minimum active and reactive loss powers. An improved artificial bee colony (ABC) algorithm is proposed to find the solution of the optimal location and capacity of the DGs and MTs of the islanded microgrid with 33 buses. The improved ABC algorithm-based achievements are compared with those obtained using an ABC algorithm, a genetic algorithm (GA), and a particle swarm optimization (PSO) algorithm to validate the proposal.",

keywords = "diesel generator, microgrid, microturbine, optimal operation, planning",

author = "Huynh, {Duy C.} and Ho, {Loc D.} and Dunnigan, {Matthew W.} and Corina Barbalata",

year = "2023",

month = jul,

day = "10",

doi = "10.1109/iconscept57958.2023.10170072",

language = "English",

booktitle = "2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)",

publisher = "IEEE",

address = "United States",

note = "2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunicatio, IConSCEPT 2023 ; Conference date: 25-05-2023 Through 26-05-2023",

}

Huynh, DC, Ho, LD, Dunnigan, MW & Barbalata, C 2023, Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines. in 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)., 10170072, IEEE, 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunicatio, Karaikal, India, 25/05/23. https://doi.org/10.1109/iconscept57958.2023.10170072

TY - GEN

T1 - Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines

AU - Huynh, Duy C.

AU - Ho, Loc D.

AU - Dunnigan, Matthew W.

AU - Barbalata, Corina

PY - 2023/7/10

Y1 - 2023/7/10

N2 - Optimal operation of a microgrid is one of the important requirements. The reduction of the loss power of the microgrid supports satisfying the above mission. The paper proposes a solution to optimize the location and capacity of distributed energy sources such as diesel generators (DG) and microturbines (MT) in the microgrid to ensure the minimum active and reactive loss powers. An improved artificial bee colony (ABC) algorithm is proposed to find the solution of the optimal location and capacity of the DGs and MTs of the islanded microgrid with 33 buses. The improved ABC algorithm-based achievements are compared with those obtained using an ABC algorithm, a genetic algorithm (GA), and a particle swarm optimization (PSO) algorithm to validate the proposal.

AB - Optimal operation of a microgrid is one of the important requirements. The reduction of the loss power of the microgrid supports satisfying the above mission. The paper proposes a solution to optimize the location and capacity of distributed energy sources such as diesel generators (DG) and microturbines (MT) in the microgrid to ensure the minimum active and reactive loss powers. An improved artificial bee colony (ABC) algorithm is proposed to find the solution of the optimal location and capacity of the DGs and MTs of the islanded microgrid with 33 buses. The improved ABC algorithm-based achievements are compared with those obtained using an ABC algorithm, a genetic algorithm (GA), and a particle swarm optimization (PSO) algorithm to validate the proposal.

KW - diesel generator

KW - microgrid

KW - microturbine

KW - optimal operation

KW - planning

UR - http://www.scopus.com/inward/record.url?scp=85166364537&partnerID=8YFLogxK

U2 - 10.1109/iconscept57958.2023.10170072

DO - 10.1109/iconscept57958.2023.10170072

M3 - Conference contribution

BT - 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)

PB - IEEE

T2 - 2023 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunicatio

Y2 - 25 May 2023 through 26 May 2023

ER -

Optimal Operation of a Microgrid by Planning Diesel Generators and Microturbines

Abstract

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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