A Simplified LSTM Neural Networks for One Day-Ahead Solar Power Forecasting.
Chun-Hung LiuJyh-Cherng GuMing-Ta YangPublished in: IEEE Access (2021)
Keyphrases
- neural network
- short term
- wind power
- electricity markets
- recurrent neural networks
- load forecasting
- long term
- solar energy
- renewable energy
- power generation
- fossil fuels
- market clearing
- wind speed
- neuro fuzzy
- fuzzy logic
- artificial neural networks
- power consumption
- power plant
- electric power
- pattern recognition
- neural network model
- wind turbine
- chaotic time series
- short term prediction
- genetic algorithm
- forecasting model
- back propagation
- activation function
- mackey glass
- medium term
- backpropagation neural networks
- feed forward
- multilayer perceptron
- financial forecasting
- forecasting accuracy
- prediction model
- neural nets
- grey model
- software agents
- power system
- support vector regression
- multi layer perceptron
- stochastic programming
- support vector