Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm

Mohammad Ariful Islam; Md Abu Zardar; Md Shafiullah; Awatif Nadia

doi:10.1109/ECCE57851.2023.10101663

Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm

Mohammad Ariful Islam
, Md Abu Zardar
, Md Shafiullah
, Awatif Nadia

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

Abstract

Energy is an essential factor for power generation, where a community microgrid seeks to integrate renewable energy sources such as solar, wind, tidal, hydropower, and bioenergy into a distribution network along with an energy storage system. This is not only for the security of national growth, but also to minimize electricity costs and availability. The source of renewable energy has no predicted schedule for synchronization of power generation, supporting battery as energy storage for emergency supply or backup. In this paper, predictive scheduling of battery energy considering the cost of degradation due to charging and discharging cycles is proposed. According to the economy, day ahead planning has required a technique for solving the cost efficiency. In this paper, planned has developed by sine-cosine algorithm, which belongs to mathematical trigonometric base populations sector meta-heuristic technique. The sine-cosine algorithm works on the principle of trigonometric mathematical solution to search a target location within an area evaluation.

Original language	English
Title of host publication	3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350345360
DOIs	https://doi.org/10.1109/ECCE57851.2023.10101663
State	Published - 2023
Event	3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023 - Chittagong, Bangladesh Duration: 23 Feb 2023 → 25 Feb 2023

Publication series

Name	3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023

Conference

Conference	3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023
Country/Territory	Bangladesh
City	Chittagong
Period	23/02/23 → 25/02/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Community Micro-grid
Distributed generator
Energy storage system
Meta-heuristic
Renewable energy
Sine Cosine Algorithm

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Hardware and Architecture
Electrical and Electronic Engineering

Access to Document

10.1109/ECCE57851.2023.10101663

Cite this

Islam, M. A., Zardar, M. A., Shafiullah, M., & Nadia, A. (2023). Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm. In 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023 (3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECCE57851.2023.10101663

Islam, Mohammad Ariful ; Zardar, Md Abu ; Shafiullah, Md et al. / Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm. 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023).

@inproceedings{bcf4522ed30f4e3ea9ff894443c8efdb,

title = "Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm",

abstract = "Energy is an essential factor for power generation, where a community microgrid seeks to integrate renewable energy sources such as solar, wind, tidal, hydropower, and bioenergy into a distribution network along with an energy storage system. This is not only for the security of national growth, but also to minimize electricity costs and availability. The source of renewable energy has no predicted schedule for synchronization of power generation, supporting battery as energy storage for emergency supply or backup. In this paper, predictive scheduling of battery energy considering the cost of degradation due to charging and discharging cycles is proposed. According to the economy, day ahead planning has required a technique for solving the cost efficiency. In this paper, planned has developed by sine-cosine algorithm, which belongs to mathematical trigonometric base populations sector meta-heuristic technique. The sine-cosine algorithm works on the principle of trigonometric mathematical solution to search a target location within an area evaluation.",

keywords = "Community Micro-grid, Distributed generator, Energy storage system, Meta-heuristic, Renewable energy, Sine Cosine Algorithm",

author = "Islam, \{Mohammad Ariful\} and Zardar, \{Md Abu\} and Md Shafiullah and Awatif Nadia",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023 ; Conference date: 23-02-2023 Through 25-02-2023",

year = "2023",

doi = "10.1109/ECCE57851.2023.10101663",

language = "English",

series = "3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023",

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

booktitle = "3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023",

address = "United States",

}

Islam, MA, Zardar, MA, Shafiullah, M & Nadia, A 2023, Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm. in 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023. 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023, Institute of Electrical and Electronics Engineers Inc., 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023, Chittagong, Bangladesh, 23/02/23. https://doi.org/10.1109/ECCE57851.2023.10101663

Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm. / Islam, Mohammad Ariful; Zardar, Md Abu; Shafiullah, Md et al.
3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023).

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

TY - GEN

T1 - Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm

AU - Islam, Mohammad Ariful

AU - Zardar, Md Abu

AU - Shafiullah, Md

AU - Nadia, Awatif

PY - 2023

Y1 - 2023

N2 - Energy is an essential factor for power generation, where a community microgrid seeks to integrate renewable energy sources such as solar, wind, tidal, hydropower, and bioenergy into a distribution network along with an energy storage system. This is not only for the security of national growth, but also to minimize electricity costs and availability. The source of renewable energy has no predicted schedule for synchronization of power generation, supporting battery as energy storage for emergency supply or backup. In this paper, predictive scheduling of battery energy considering the cost of degradation due to charging and discharging cycles is proposed. According to the economy, day ahead planning has required a technique for solving the cost efficiency. In this paper, planned has developed by sine-cosine algorithm, which belongs to mathematical trigonometric base populations sector meta-heuristic technique. The sine-cosine algorithm works on the principle of trigonometric mathematical solution to search a target location within an area evaluation.

AB - Energy is an essential factor for power generation, where a community microgrid seeks to integrate renewable energy sources such as solar, wind, tidal, hydropower, and bioenergy into a distribution network along with an energy storage system. This is not only for the security of national growth, but also to minimize electricity costs and availability. The source of renewable energy has no predicted schedule for synchronization of power generation, supporting battery as energy storage for emergency supply or backup. In this paper, predictive scheduling of battery energy considering the cost of degradation due to charging and discharging cycles is proposed. According to the economy, day ahead planning has required a technique for solving the cost efficiency. In this paper, planned has developed by sine-cosine algorithm, which belongs to mathematical trigonometric base populations sector meta-heuristic technique. The sine-cosine algorithm works on the principle of trigonometric mathematical solution to search a target location within an area evaluation.

KW - Community Micro-grid

KW - Distributed generator

KW - Energy storage system

KW - Meta-heuristic

KW - Renewable energy

KW - Sine Cosine Algorithm

UR - https://www.scopus.com/pages/publications/85158995256

U2 - 10.1109/ECCE57851.2023.10101663

DO - 10.1109/ECCE57851.2023.10101663

M3 - Conference contribution

AN - SCOPUS:85158995256

T3 - 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023

BT - 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023

Y2 - 23 February 2023 through 25 February 2023

ER -

Islam MA, Zardar MA, Shafiullah M, Nadia A. Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm. In 3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (3rd International Conference on Electrical, Computer and Communication Engineering, ECCE 2023). doi: 10.1109/ECCE57851.2023.10101663

Optimization strategies for Micro-grid energy management and scheduling systems by Sine cosine Algorithm

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this