Fast just-in-time-learning recursive multi-output LSSVR for quality prediction and control of multivariable dynamic systems

Two-layer fault diagnosis method for blast furnace based on evidence-conflict reduction on multiple time scales

(2020) Jianqi An et al.   CONTROL ENGINEERING PRACTICE

Output-relevant Variational autoencoder for Just-in-time soft sensor modeling with missing data

(2020) Fan Guo et al.   JOURNAL OF PROCESS CONTROL

A multi-time-scale fusion prediction model for the gas utilization rate in a blast furnace

(2019) Jianqi An et al.   CONTROL ENGINEERING PRACTICE

Bayesian Block Structure Sparse Based T–S Fuzzy Modeling for Dynamic Prediction of Hot Metal Silicon Content in the Blast Furnace

(2018) Junpeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Effective variable selection and moving window HMM-based approach for iron-making process monitoring

(2018) Lin Wang et al.   JOURNAL OF PROCESS CONTROL

Data-Driven Nonlinear Subspace Modeling for Prediction and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking

(2017) Ping Zhou et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking

(2017) Ping Zhou et al.   IEEE Transactions on Neural Networks and Learning Systems

Just-in-Time-Learning based Extended Prediction Self-Adaptive Control for batch processes

(2016) Qing-Lin Su et al.   JOURNAL OF PROCESS CONTROL

Integrated soft sensor using just-in-time support vector regression and probabilistic analysis for quality prediction of multi-grade processes

(2013) Yi Liu et al.   JOURNAL OF PROCESS CONTROL

Data-driven predictive control for blast furnace ironmaking process

(2010) Jiu-sun Zeng et al.   COMPUTERS & CHEMICAL ENGINEERING

Soft-sensor development using correlation-based just-in-time modeling

(2009) Koichi Fujiwara et al.   AICHE JOURNAL

An integrated perturbation analysis and Sequential Quadratic Programming approach for Model Predictive Control

(2009) Reza Ghaemi et al.   AUTOMATICA

Adaptive generalized predictive control based on JITL technique

(2009) Yasuki Kansha et al.   JOURNAL OF PROCESS CONTROL