10 Neural Networks–Based Transmission Line Congestion Analysis of Electric Power Systems

Pradyumna Kumar Sahoo

GIET

Prateek Kumar Sahoo

S‘O’A University

Prasant Kumar Satpathy

CET

Contents

10.1   Introduction

10.2   Line Congestion Index

10.3   Congestion Analysis by Feed Forward Neural Networks

10.4   Implementation and Result Analysis

10.5   Conclusions

References

10.1   Introduction

Electrical power systems usually operate in a stressful condition due to several uncertain conditions such as uncertainty in the loading pattern and occurrence of contingencies or faults. Thus, the transmission lines moreover remain congested so far as power transmission is concerned. Congestion level in transmission lines may be explained as a factor or index ...

Get AI in Manufacturing and Green Technology now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.