Published April 7, 2026 | Version v1

DQN LFC DATA

Authors/Creators

Description

Advanced Load Frequency Control (LFC) for a two-area power system using a DQN-optimized PID controller, with comparative performance evaluation against PSO and GWO methods. The study includes dynamic simulations, improved cost functions, and a comprehensive analysis of frequency deviation, tie-line power flow, and control effort.

Files

DQN_LFC_Core .ipynb

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Dates

Created
2026-04-07