Uncertainty Explicit Learning: An Interval Generalized Neural Network with Adaptivity for Anomaly Identification Under Data Uncertainty
- 1 August 2026
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE/CAA Journal of Automatica Sinica
- Vol. 13 (8) , 1865-1882
Abstract
No abstract availableFunding Information
- National Natural Science Foundation of China (62373277,62394340,62373378,62373271)
- Natural Science Foundation of Tianjin Municipality (23JCZDJC01140)
This publication has 41 references indexed in Scilit:
- Concurrent analysis of static deviation and dynamic oscillation for momentum wheel bearing health monitoring and prognosticationJournal of Process Control, 2024
- Anomaly detection using large-scale multimode industrial data: An integration method of nonstationary kernel and autoencoderEngineering Applications of Artificial Intelligence, 2024
- Fault diagnosis of air handling unit via combining probabilistic slow feature analysis and attention residual networkNeural Computing and Applications, 2023
- A robust soft sensor based on artificial neural network for monitoring microbial lipid fermentation processes using Yarrowia lipolyticaBiotechnology and Bioengineering, 2022
- Spectral radius-based interval principal component analysis (SR-IPCA) for fault detection in industrial processes with imprecise dataJournal of Process Control, 2022
- Process abnormity identification by fuzzy logic rules and expert estimated thresholds derived certainty factorChemometrics and Intelligent Laboratory Systems, 2021
- Application of a general regression neural network for health index calculation of power transformersInternational Journal of Electrical Power & Energy Systems, 2017
- Time series forecasting by combining the radial basis function network and the self‐organizing mapHydrological Processes, 2005
- Soft sensor for ratio of soda to aluminate based on PCA-RBF multiple networkJournal of Central South University of Technology, 2005
- Effect of process design on the open-loop behavior of a jacketed exothermic CSTRComputers & Chemical Engineering, 1996