Minimizing Power Loss: Genetic Algorithm Optimization for DG Location and Sizing

Aniket Kumar, Rajesh Kumar

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the power distribution system several factors contribute to power losses. Resistance in transmission lines creates heat and that heat represents waste energy leading to power losses. The mismatch between supply and demand leads to power losses in power distribution system. Power distribution system's power loss minimization is done by a simulated analyzing technique where Genetic algorithm is used for locating the best location of DGs in the IEEE 33 bus radial distribution system. An advanced technique utilizing Genetic algorithm is explored for DG placement and sizing, decreasing losses and boosting voltage profiles in distribution network. The work emphasizes the crucial role of proper DG positioning in improving system efficiency by reducing power losses and optimizing voltage at random buses. The backward-forward sweep procedure is employed for distribution power flow analysis, highlighting the work's contribution to effective and vital power system optimization by simulating the four cases based on voltage profile and power losses.

Original languageEnglish
Title of host publication2023 2nd IEEE International Conference on Measurement, Instrumentation, Control and Automation, ICMICA 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350355048
DOIs
StatePublished - 2024
Externally publishedYes
Event2nd IEEE International Conference on Measurement, Instrumentation, Control and Automation, ICMICA 2023 - Kurukshetra, India
Duration: 3 May 20245 May 2024

Publication series

Name2023 2nd IEEE International Conference on Measurement, Instrumentation, Control and Automation, ICMICA 2023

Conference

Conference2nd IEEE International Conference on Measurement, Instrumentation, Control and Automation, ICMICA 2023
Country/TerritoryIndia
CityKurukshetra
Period3/05/245/05/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

  • DG
  • Genetic Algorithm
  • Optimal Location and Size
  • Voltage Profile

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