Optimal installation of battery energy storage with wind energy system in distribution system

P. Akshay Krishnan; Ashwin Agith; S. P.V.S. Nihith Koundinya; K. Narayanan; Gulshan Sharma; Tomonobu Senjyu

doi:10.1109/SGES51519.2020.00059

Optimal installation of battery energy storage with wind energy system in distribution system

P. Akshay Krishnan
, Ashwin Agith
, S. P.V.S. Nihith Koundinya
, K. Narayanan
, Gulshan Sharma
, Tomonobu Senjyu

SASTRA
Durban University of Technology
University of the Ryukyus

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

2 Citations (Scopus)

Abstract

Renewable energy has an extensive impact on planning and operation of power systems especially in case of distribution networks. The necessity for Renewable energy resources cannot be just diminished to power sustainability. It involves the crucial aspect of alleviating electricity shortages, improving quality of power and minimizing emissions of greenhouse gases. Also every nation thrives for stability and independence when it comes to power production. With the advent of proper storage and control devices designed using optimization techniques which are befitting to the situation, it can lead to a successful fruition in eliminating these constraints and achieving the independence in power production. Taking these into consideration, a comprehensive model of wind and battery energy system is designed. The parameters considered in the objective function are total voltage deviation, total losses, power consumed from the grid and cost of the battery. The results are promising when tested on the standard IEEE 33 and 69 bus test system.

Original language	English
Title of host publication	Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	297-302
Number of pages	6
ISBN (Electronic)	9781728185507
DOIs	https://doi.org/10.1109/SGES51519.2020.00059
Publication status	Published - Nov 2020
Externally published	Yes
Event	2020 International Conference on Smart Grids and Energy Systems, SGES 2020 - Virtual, Perth, Australia Duration: 23 Nov 2020 → 26 Nov 2020

Publication series

Name	Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020

Conference

Conference	2020 International Conference on Smart Grids and Energy Systems, SGES 2020
Country/Territory	Australia
City	Virtual, Perth
Period	23/11/20 → 26/11/20

UN SDGs

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

SDG 7 Affordable and Clean Energy
SDG 13 Climate Action

Keywords

Backward-forward sweep
Battery energy storage system
Charging-Discharging
Particle swarm optimization
Renewable energy sources
State of charge

ASJC Scopus subject areas

Artificial Intelligence
Energy Engineering and Power Technology
Automotive Engineering
Electrical and Electronic Engineering
Control and Optimization
Transportation

Access to Document

10.1109/SGES51519.2020.00059

Cite this

Akshay Krishnan, P., Agith, A., Nihith Koundinya, S. P. V. S., Narayanan, K., Sharma, G., & Senjyu, T. (2020). Optimal installation of battery energy storage with wind energy system in distribution system. In Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020 (pp. 297-302). Article 9364517 (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SGES51519.2020.00059

Akshay Krishnan, P. ; Agith, Ashwin ; Nihith Koundinya, S. P.V.S. et al. / Optimal installation of battery energy storage with wind energy system in distribution system. Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 297-302 (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020).

@inproceedings{e76a291975874b3abb3295c1167edb65,

title = "Optimal installation of battery energy storage with wind energy system in distribution system",

abstract = "Renewable energy has an extensive impact on planning and operation of power systems especially in case of distribution networks. The necessity for Renewable energy resources cannot be just diminished to power sustainability. It involves the crucial aspect of alleviating electricity shortages, improving quality of power and minimizing emissions of greenhouse gases. Also every nation thrives for stability and independence when it comes to power production. With the advent of proper storage and control devices designed using optimization techniques which are befitting to the situation, it can lead to a successful fruition in eliminating these constraints and achieving the independence in power production. Taking these into consideration, a comprehensive model of wind and battery energy system is designed. The parameters considered in the objective function are total voltage deviation, total losses, power consumed from the grid and cost of the battery. The results are promising when tested on the standard IEEE 33 and 69 bus test system.",

keywords = "Backward-forward sweep, Battery energy storage system, Charging-Discharging, Particle swarm optimization, Renewable energy sources, State of charge",

author = "\{Akshay Krishnan\}, P. and Ashwin Agith and \{Nihith Koundinya\}, \{S. P.V.S.\} and K. Narayanan and Gulshan Sharma and Tomonobu Senjyu",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE; 2020 International Conference on Smart Grids and Energy Systems, SGES 2020 ; Conference date: 23-11-2020 Through 26-11-2020",

year = "2020",

month = nov,

doi = "10.1109/SGES51519.2020.00059",

language = "English",

series = "Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020",

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

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}

Akshay Krishnan, P, Agith, A, Nihith Koundinya, SPVS, Narayanan, K, Sharma, G & Senjyu, T 2020, Optimal installation of battery energy storage with wind energy system in distribution system. in Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020., 9364517, Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020, Institute of Electrical and Electronics Engineers Inc., pp. 297-302, 2020 International Conference on Smart Grids and Energy Systems, SGES 2020, Virtual, Perth, Australia, 23/11/20. https://doi.org/10.1109/SGES51519.2020.00059

Optimal installation of battery energy storage with wind energy system in distribution system. / Akshay Krishnan, P.; Agith, Ashwin; Nihith Koundinya, S. P.V.S. et al.
Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 297-302 9364517 (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020).

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

TY - GEN

T1 - Optimal installation of battery energy storage with wind energy system in distribution system

AU - Akshay Krishnan, P.

AU - Agith, Ashwin

AU - Nihith Koundinya, S. P.V.S.

AU - Narayanan, K.

AU - Sharma, Gulshan

AU - Senjyu, Tomonobu

PY - 2020/11

Y1 - 2020/11

N2 - Renewable energy has an extensive impact on planning and operation of power systems especially in case of distribution networks. The necessity for Renewable energy resources cannot be just diminished to power sustainability. It involves the crucial aspect of alleviating electricity shortages, improving quality of power and minimizing emissions of greenhouse gases. Also every nation thrives for stability and independence when it comes to power production. With the advent of proper storage and control devices designed using optimization techniques which are befitting to the situation, it can lead to a successful fruition in eliminating these constraints and achieving the independence in power production. Taking these into consideration, a comprehensive model of wind and battery energy system is designed. The parameters considered in the objective function are total voltage deviation, total losses, power consumed from the grid and cost of the battery. The results are promising when tested on the standard IEEE 33 and 69 bus test system.

AB - Renewable energy has an extensive impact on planning and operation of power systems especially in case of distribution networks. The necessity for Renewable energy resources cannot be just diminished to power sustainability. It involves the crucial aspect of alleviating electricity shortages, improving quality of power and minimizing emissions of greenhouse gases. Also every nation thrives for stability and independence when it comes to power production. With the advent of proper storage and control devices designed using optimization techniques which are befitting to the situation, it can lead to a successful fruition in eliminating these constraints and achieving the independence in power production. Taking these into consideration, a comprehensive model of wind and battery energy system is designed. The parameters considered in the objective function are total voltage deviation, total losses, power consumed from the grid and cost of the battery. The results are promising when tested on the standard IEEE 33 and 69 bus test system.

KW - Backward-forward sweep

KW - Battery energy storage system

KW - Charging-Discharging

KW - Particle swarm optimization

KW - Renewable energy sources

KW - State of charge

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M3 - Conference contribution

AN - SCOPUS:85102764406

T3 - Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020

SP - 297

EP - 302

BT - Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020

Y2 - 23 November 2020 through 26 November 2020

ER -

Akshay Krishnan P, Agith A, Nihith Koundinya SPVS, Narayanan K, Sharma G, Senjyu T. Optimal installation of battery energy storage with wind energy system in distribution system. In Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 297-302. 9364517. (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020). doi: 10.1109/SGES51519.2020.00059

Optimal installation of battery energy storage with wind energy system in distribution system

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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