Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing.
Ashkan Mansouri YarahmadiMichael BreußCarsten HartmannPublished in: CoRR (2023)
Keyphrases
- neural network
- recurrent neural networks
- long short term memory
- prediction model
- laser beam
- solar radiation
- prediction accuracy
- air temperature
- chaotic time series
- artificial neural networks
- relative humidity
- predictive model
- manufacturing industry
- feed forward
- pattern recognition
- manufacturing systems
- prediction error
- temperature control
- back propagation
- multi layer perceptron
- neural network model
- prediction algorithm
- neural network is trained
- raw material
- self organizing maps
- elman network
- meteorological data
- production planning
- fiber optic
- process planning
- radial basis function neural network
- feed forward neural networks
- quality control
- neural nets
- fault diagnosis
- decision making
- learning algorithm