An Enhanced GJO-Pattern Search Algorithm to Solve the Optimal Power Dispatch Problem

A critical optimization job in power system operation is the Optimal Power Dispatch (OPD) problem, which aims to minimize the total generation cost while meeting power demand and system constraints. The complicated, nonlinear, and non-convex character of ELD presents difficulties for traditional optimization techniques, especially when taking valve-point effects, forbidden operating zones, and the integration of renewable energy sources into account. In order to solve the ELD problem, this study provides an improved Grey Jackal Optimization-Pattern Search (GJO-PS) hybrid technique.

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Published
2024-11-28
DOI
https://doi.org/10.1109/icspe62629.2024.10924356
Primary Topic
Power Systems and Renewable Energy
Type
article
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An Enhanced GJO-Pattern Search Algorithm to Solve the Optimal Power Dispatch Problem

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An Enhanced GJO-Pattern Search Algorithm to Solve the Optimal Power Dispatch Problem

Manoj Kumar Nigam, Sandeep Biswal, Chandra Kumar Sahu, Rajendra Kumar, Praveen Kumar Yadaw, Jugal Kishor
article en

Abstract

A critical optimization job in power system operation is the Optimal Power Dispatch (OPD) problem, which aims to minimize the total generation cost while meeting power demand and system constraints. The complicated, nonlinear, and non-convex character of ELD presents difficulties for traditional optimization techniques, especially when taking valve-point effects, forbidden operating zones, and the integration of renewable energy sources into account. In order to solve the ELD problem, this study provides an improved Grey Jackal Optimization-Pattern Search (GJO-PS) hybrid technique.

Kalinga University (IN)
Openalex Percentile: Top 67%
Power Systems and Renewable Energy
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