scholarly journals Artificial Neural Network Based Power Flow Analysis for Micro Grids

2015 ◽  
Vol 5 (1) ◽  
Author(s):  
Serhat Berat Efe ◽  
Mehmet Cebeci
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power Flow ◽  
Flow Analysis ◽  
Power Flow Analysis ◽  
Artificial Neural ◽  
Micro Grids

A novel RK4-Hopfield Neural Network for Power Flow Analysis of power system

2020 ◽  
Vol 93 ◽  
pp. 106346
Author(s):  
Veerapandiyan Veerasamy ◽  
Noor Izzri Abdul Wahab ◽  
Rajeswari Ramachandran ◽  
Balasubramonian Madasamy ◽  
Muhammad Mansoor ◽  
...  
Keyword(s):  
Neural Network ◽  
Power System ◽  
Power Flow ◽  
Flow Analysis ◽  
Hopfield Neural Network ◽  
Power Flow Analysis

scholarly journals Artificial-neural-network based unified power flow controller for mitigation of power oscillations

2021 ◽  
Vol 24 (3) ◽  
pp. 1323
Author(s):  
Vireshkumar Mathad ◽  
Gururaj Kulkarni
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power Flow ◽  
Reactive Power ◽  
Pi Controller ◽  
Unified Power Flow Controller ◽  
Power Oscillations ◽  
Artificial Neural ◽  
Flow Controller ◽  
Power Flow Controller

The series and shunt control scheme of unified power flow controller (UPFC) impacts the performance and stability of the power system during power swing. UPFC is the most versatile and voltage source converter device as it can control the real and reactive power of the transmission system simultaneously or selectively. When any system is subjected to any disturbance or fault, there are many challenges in damping power oscillation using conventional methods. This paper presents the neural network-based controller that replaces the proportional-integral (PI) controller to minimize the power oscillations. The performance of the artificial neural network (ANN) controller is evaluated on IEEE 9 bus system and compared with a conventional PI controller.

scholarly journals Approximating multi-purpose AC optimal power flow with reinforcement trained Artificial Neural Network

Energy and AI ◽  
2021 ◽  
pp. 100133
Author(s):  
Zhenqi Wang ◽  
Jan-Hendrik Menke ◽  
Florian Schäfer ◽  
Martin Braun ◽  
Alexander Scheidler
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power Flow ◽  
Optimal Power Flow ◽  
Optimal Power ◽  
Artificial Neural
Sign in / Sign up

Export Citation Format

Share Document