Fault Detection and Control Systems
연구주제 · Control and Systems Engineering
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Data-driven analysis of temporal evolution of battery slurry in pipe s · Process fault diagnosis via the integrated use of graphical lasso and · Efficient Process Monitoring via the Integrated Use of Markov Random F · Unsupervised Incremental Learning Framework for Online Fault Diagnosis · Root causality analysis at early abnormal stage using principal compon · TabNet-based Self-supervised Fault Diagnosis in Multivariate Time-seri · Machine learning for industrial sensing and control: A survey and prac · Soft sensor development based on just-in-time learning and dynamic tim · Self-Explanatory Fault Diagnosis Framework for Industrial Processes Us · Smart process analytics for the end-to-end batch manufacturing of mono · Data-driven fault detection for chemical processes using autoencoder w · Clustered Manifold Approximation and Projection for Semisupervised Fau · Hybrid modeling approach for polymer melt index prediction · Automated outlier detection and estimation of missing data · A Fault Magnitude-Based Strategy for Effective Fault Diagnosis and Iso · Dimensionality Reduction for Clustering of Nonlinear Industrial Data: · Model-based fault detecting strategy of urea-selective catalytic reduc · Real‐Time Diagnosis of Polymer Compositions During Extrusion via Press · Soft Sensor for Melt Index Prediction Based on Long Short-Term Memory · Modern Machine Learning Tools for Monitoring and Control of Industrial · Multimodal learning with missing modality for chemical process system · Data-driven fault diagnosis for chemical processes using transfer entr · Tensorial approaches combining time series and batch data for the end- · Real-time synchronization with expected distribution of synchronized i