Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing.
Ashkan Mansouri YarahmadiMichael BreußCarsten HartmannPublished in: IntelliSys (3) (2022)
Keyphrases
- neural network
- recurrent neural networks
- long short term memory
- prediction model
- chaotic time series
- laser beam
- prediction accuracy
- relative humidity
- artificial neural networks
- multi layer perceptron
- solar radiation
- meteorological data
- air temperature
- feed forward
- back propagation
- mackey glass
- temperature control
- manufacturing systems
- prediction algorithm
- prediction error
- self organizing maps
- fuzzy logic
- neural network is trained
- short term prediction
- ultrasonic flow measurement
- quality control
- predictive model
- production planning
- neural nets
- neural network model
- manufacturing processes
- network architecture
- training process
- radial basis function
- fault diagnosis
- regression model
- control system
- decision making
- genetic algorithm