Dynamic Optimization of Rotor-Side PI Controller Parameters for Doubly-Fed Wind Turbines Based on Improved Recurrent Neural Networks Under Wind Speed Fluctuations.
Tao ChengJiahui WuHaiyun WangHongjuan ZhengPublished in: IEEE Access (2023)
Keyphrases
- wind speed
- recurrent neural networks
- wind turbine
- dynamic optimization
- fed induction generator
- wind power
- wind farm
- pi controller
- short term
- induction motor
- fault diagnosis
- operating conditions
- neural network
- feed forward
- control strategy
- power plant
- parameter tuning
- nature inspired
- neuro fuzzy
- power generation
- parameter settings
- artificial neural networks
- fuzzy controller
- long term