Spatiotemporal Modeling for Nonlinear Distributed Thermal Processes Based on KL Decomposition, MLP and LSTM Network

Spatiotemporal Modeling for Nonlinear Distributed Thermal Processes Based on KL Decomposition, MLP and LSTM Network

Estimation of absolute temperature distributions is crucial for many thermal processes in the nonlinear distributed parameter systems, such as predicting the curing temperature distribution of the chip, the temperature distribution of the catalytic rod, and so on. In this work, a spatiotemporal mode...

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Bibliographic Details
Main Authors: Yajun Fan, Kangkang Xu, Hui Wu, Ying Zheng, Bo Tao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Spatiotemporal modeling
nonlinear distributed thermal processes
Karhunen-Loève decomposition
multilayer perceptron
long short-term memory
Online Access:https://ieeexplore.ieee.org/document/8977489/

Internet

https://ieeexplore.ieee.org/document/8977489/

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