A Novel Approach for Wind Speed Forecasting Using LSTM-ARIMA Deep Learning Models.
Vikram BaliAjay KumarSatyam GangwarPublished in: Int. J. Agric. Environ. Inf. Syst. (2020)
Keyphrases
- learning models
- wind speed
- short term
- long term
- arima model
- wind power
- machine learning
- forecasting model
- learning tasks
- meteorological data
- learning algorithm
- semi supervised learning
- conditional random fields
- loss function
- classification models
- recurrent neural networks
- learning problems
- machine learning algorithms
- wind turbine
- load forecasting
- autoregressive integrated moving average
- short term prediction
- exponential smoothing
- power generation
- wind farm
- forecasting accuracy
- knowledge discovery
- feature selection
- genetic algorithm