Interval type-2 fuzzy stochastic configuration networks for soft sensor modeling of industrial processes

DOI10.1016/j.ins.2024.121073zbMATH Open1544.93443MaRDI QIDQ6576952

Shiwen Xie, Chang-Qing Yuan, Yongfang Xie, Zhaohui Tang

Publication date: 23 July 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

parallel learninginterval type-2 fuzzy logic systemsstochastic configuration networkssoft sensor modeling

Mathematics Subject Classification ID

Fuzzy control/observation systems (93C42) Stochastic systems in control theory (general) (93E03) Networked control (93B70)

Cites Work

• Robust stochastic configuration networks with kernel density estimation for uncertain data regression
• Insights into randomized algorithms for neural networks: practical issues and common pitfalls
• Stochastic configuration networks for multi-dimensional integral evaluation
• Stochastic configuration network based cascade generalized predictive control of main steam temperature in power plants
• An improved stochastic configuration network for concentration prediction in wastewater treatment process

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