Accurate Device Temperature Forecasting using Recurrent Neural Network for Smartphone Thermal Management.
Aditi JaiswalZeeshan AmjadSuraj JhaNikhil SahniVaisakh Punnekkattu Chirayil S. BRenju C. NairPublished in: IJCNN (2021)
Keyphrases
- recurrent neural networks
- neural network
- high temperature
- complex valued
- chaotic time series
- room temperature
- feed forward
- thermal imaging
- infrared
- hidden layer
- feedforward neural networks
- recurrent networks
- demand forecasting
- artificial neural networks
- echo state networks
- neural model
- thermal conductivity
- heat transfer
- management system
- air temperature
- decision making
- information systems
- long short term memory
- forecasting accuracy
- support vector regression
- mobile applications
- mobile devices
- neural network structure
- short term
- fault diagnosis
- surface temperature
- nonlinear dynamic systems
- air conditioning
- control system
- artificial intelligence
- machine learning