Dual Extreme Learning Machine Based Online Spatiotemporal Modeling With Adaptive Forgetting Factor

Dual Extreme Learning Machine Based Online Spatiotemporal Modeling With Adaptive Forgetting Factor

Many industrial thermal processes are large-scale time-varying nonlinear distributed parameter systems (DPSs). To effectively model such systems, dual extreme learning machine based online spatiotemporal modeling with adaptive forgetting factor (AFFD-ELM) is proposed in this paper. This method can r...

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Bibliographic Details
Main Authors: Kangkang Xu, Xi Tan, Bi Fan, Tengfei Xiao, Xi Jin, Chengjiu Zhu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Dual extreme learning machine
forgetting mechanism
online sequential learning algorithm
online spatiotemporal modeling
Online Access:https://ieeexplore.ieee.org/document/9416436/

Internet

https://ieeexplore.ieee.org/document/9416436/

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