Time Series Machine Learning: Implementing ARIMA and Hybrid ARIMA-ANN for Electricity Forecasting Modeling.
Wahyu WibowoSarirazty DwijantariAlia HartatiPublished in: SCDS (2017)
Keyphrases
- autoregressive integrated moving average
- arima model
- exponential smoothing
- short term
- demand forecasting
- hybrid model
- machine learning
- hybrid models
- forecasting accuracy
- artificial neural networks
- moving average
- long term
- arma model
- prediction model
- learning algorithm
- data mining
- load forecasting
- historical data
- stock market
- non stationary
- support vector regression
- decision trees
- predictive modeling
- grey model
- back propagation
- power generation
- text mining
- electric vehicle charging
- genetic algorithm
- support vector machine
- supply chain
- electricity consumption
- chaotic time series
- natural language processing
- forecasting model
- autoregressive
- learning tasks
- neural network