Genetic algorithm for supply restoration and optimal load shedding in power system distribution networks

2002 ◽  
Vol 149 (2) ◽  
pp. 145 ◽  
Author(s):  
W.P. Luan ◽  
M.R. Irving ◽  
J.S. Daniel
Keyword(s):  
Genetic Algorithm ◽  
Power System ◽  
Distribution Networks ◽  
Load Shedding ◽  
Optimal Load

scholarly journals ELMAN-RECURRENT NEURAL NETWORK FOR LOAD SHEDDING OPTIMIZATION

SINERGI ◽  
2020 ◽  
Vol 24 (1) ◽  
pp. 29
Author(s):  
Widi Aribowo
Keyword(s):  
Neural Network ◽  
Genetic Algorithm ◽  
Neural Networks ◽  
Power System ◽  
Recurrent Neural Networks ◽  
Load Shedding ◽  
Feed Forward Neural Network ◽  
Linear Problems ◽  
Elman Recurrent Neural Network ◽  
And Control

Load shedding plays a key part in the avoidance of the power system outage. The frequency and voltage fluidity leads to the spread of a power system into sub-systems and leads to the outage as well as the severe breakdown of the system utility.  In recent years, Neural networks have been very victorious in several signal processing and control applications.  Recurrent Neural networks are capable of handling complex and non-linear problems. This paper provides an algorithm for load shedding using ELMAN Recurrent Neural Networks (RNN). Elman has proposed a partially RNN, where the feedforward connections are modifiable and the recurrent connections are fixed. The research is implemented in MATLAB and the performance is tested with a 6 bus system. The results are compared with the Genetic Algorithm (GA), Combining Genetic Algorithm with Feed Forward Neural Network (hybrid) and RNN. The proposed method is capable of assigning load releases needed and more efficient than other methods. 

Optimal load shedding planning with genetic algorithm

2011 ◽  
Author(s):  
Chao-Rong Chen ◽  
Wen-Ta Tsai ◽  
Hua-Yi Chen ◽  
Ching-Ying Lee ◽  
Chun-Ju Chen ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Load Shedding ◽  
Optimal Load

Multi-Objective Particle Swarm for Optimal Load Shedding Remedy Strategies of Power System

2019 ◽  
Vol 47 (18) ◽  
pp. 1651-1666 ◽  
Author(s):  
Ahmed A. Hafez ◽  
Ahmed Y. Hatata ◽  
Almoataz Y. Abdelaziz
Keyword(s):  
Power System ◽  
Particle Swarm ◽  
Load Shedding ◽  
Multi Objective ◽  
Optimal Load
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