GA based optimal location and size of the distributed generators in distribution system for different load conditions

R. Shivarudraswamy; D. N. Gaonkar; N. S. Jayalakshmi

doi:10.1109/ICPEICES.2016.7853256

GA based optimal location and size of the distributed generators in distribution system for different load conditions

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

Abstract

In the recent past factors such as apprehensions over impacts of environmental aspects, distribution network improvement conditions, and other subsidised programs of the government have affected the distributed generators (DG) units count in commercial and domestic electrical power output. It is known that the optimal size and optimal placement of DG units may lead to low power losses, high voltage profiles. In real time scenario identifying an appropriate DG location and size is hard because of various system constraints. Therefore a method which can identify a optimum DG location and size is necessary. Using the method a power system with an acceptable reliability level and voltage profile can be designed. To serve this purpose in this paper a procedure/method which can calculate the optimum location for DG placement and appropriate DG size has been proposed. This method has been evaluated using a 14 bus distribution system. The optimization method has been designed using genetic algorithm (GA) and also for time varying loads.

Original language	English
Title of host publication	1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781467385879
DOIs	https://doi.org/10.1109/ICPEICES.2016.7853256
Publication status	Published - 13-02-2017
Event	1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016 - Delhi, India Duration: 04-07-2016 → 06-07-2016

Publication series

Name	1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016

Conference

Conference	1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016
Country/Territory	India
City	Delhi
Period	04-07-16 → 06-07-16

UN SDGs

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

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Control and Optimization
Artificial Intelligence
Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering

Access to Document

10.1109/ICPEICES.2016.7853256

Cite this

Shivarudraswamy, R., Gaonkar, D. N., & Jayalakshmi, N. S. (2017). GA based optimal location and size of the distributed generators in distribution system for different load conditions. In 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016 Article 7853256 (1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPEICES.2016.7853256

Shivarudraswamy, R. ; Gaonkar, D. N. ; Jayalakshmi, N. S. / GA based optimal location and size of the distributed generators in distribution system for different load conditions. 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016. Institute of Electrical and Electronics Engineers Inc., 2017. (1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016).

@inproceedings{b1ce7fffd523493582589032ab123141,

title = "GA based optimal location and size of the distributed generators in distribution system for different load conditions",

abstract = "In the recent past factors such as apprehensions over impacts of environmental aspects, distribution network improvement conditions, and other subsidised programs of the government have affected the distributed generators (DG) units count in commercial and domestic electrical power output. It is known that the optimal size and optimal placement of DG units may lead to low power losses, high voltage profiles. In real time scenario identifying an appropriate DG location and size is hard because of various system constraints. Therefore a method which can identify a optimum DG location and size is necessary. Using the method a power system with an acceptable reliability level and voltage profile can be designed. To serve this purpose in this paper a procedure/method which can calculate the optimum location for DG placement and appropriate DG size has been proposed. This method has been evaluated using a 14 bus distribution system. The optimization method has been designed using genetic algorithm (GA) and also for time varying loads.",

author = "R. Shivarudraswamy and Gaonkar, \{D. N.\} and Jayalakshmi, \{N. S.\}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016 ; Conference date: 04-07-2016 Through 06-07-2016",

year = "2017",

month = feb,

day = "13",

doi = "10.1109/ICPEICES.2016.7853256",

language = "English",

series = "1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016",

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

booktitle = "1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016",

address = "United States",

}

Shivarudraswamy, R, Gaonkar, DN & Jayalakshmi, NS 2017, GA based optimal location and size of the distributed generators in distribution system for different load conditions. in 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016., 7853256, 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016, Institute of Electrical and Electronics Engineers Inc., 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016, Delhi, India, 04-07-16. https://doi.org/10.1109/ICPEICES.2016.7853256

GA based optimal location and size of the distributed generators in distribution system for different load conditions. / Shivarudraswamy, R.; Gaonkar, D. N.; Jayalakshmi, N. S.
1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016. Institute of Electrical and Electronics Engineers Inc., 2017. 7853256 (1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016).

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

TY - GEN

T1 - GA based optimal location and size of the distributed generators in distribution system for different load conditions

AU - Shivarudraswamy, R.

AU - Gaonkar, D. N.

AU - Jayalakshmi, N. S.

PY - 2017/2/13

Y1 - 2017/2/13

N2 - In the recent past factors such as apprehensions over impacts of environmental aspects, distribution network improvement conditions, and other subsidised programs of the government have affected the distributed generators (DG) units count in commercial and domestic electrical power output. It is known that the optimal size and optimal placement of DG units may lead to low power losses, high voltage profiles. In real time scenario identifying an appropriate DG location and size is hard because of various system constraints. Therefore a method which can identify a optimum DG location and size is necessary. Using the method a power system with an acceptable reliability level and voltage profile can be designed. To serve this purpose in this paper a procedure/method which can calculate the optimum location for DG placement and appropriate DG size has been proposed. This method has been evaluated using a 14 bus distribution system. The optimization method has been designed using genetic algorithm (GA) and also for time varying loads.

AB - In the recent past factors such as apprehensions over impacts of environmental aspects, distribution network improvement conditions, and other subsidised programs of the government have affected the distributed generators (DG) units count in commercial and domestic electrical power output. It is known that the optimal size and optimal placement of DG units may lead to low power losses, high voltage profiles. In real time scenario identifying an appropriate DG location and size is hard because of various system constraints. Therefore a method which can identify a optimum DG location and size is necessary. Using the method a power system with an acceptable reliability level and voltage profile can be designed. To serve this purpose in this paper a procedure/method which can calculate the optimum location for DG placement and appropriate DG size has been proposed. This method has been evaluated using a 14 bus distribution system. The optimization method has been designed using genetic algorithm (GA) and also for time varying loads.

UR - https://www.scopus.com/pages/publications/85015819668

UR - https://www.scopus.com/pages/publications/85015819668#tab=citedBy

U2 - 10.1109/ICPEICES.2016.7853256

DO - 10.1109/ICPEICES.2016.7853256

M3 - Conference contribution

AN - SCOPUS:85015819668

T3 - 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016

BT - 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016

Y2 - 4 July 2016 through 6 July 2016

ER -

Shivarudraswamy R, Gaonkar DN, Jayalakshmi NS. GA based optimal location and size of the distributed generators in distribution system for different load conditions. In 1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016. Institute of Electrical and Electronics Engineers Inc. 2017. 7853256. (1st IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2016). doi: 10.1109/ICPEICES.2016.7853256

GA based optimal location and size of the distributed generators in distribution system for different load conditions

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this