Journal of Process Control

Article	Citations
A continuous-time LPV models for a biofiltration process in wastewater nitrification — A global approach methodology for parametric estimation	82
Adaptive data-driven design of fault-tolerant control systems with unknown dynamics	55
Robust state estimation of the anaerobic digestion process for municipal organic waste using an unscented Kalman filter	53
Wiener models robust identification of multi-rate process with time-varying delay using expectation-maximization algorithm	45
Process monitoring using causal graphical models, with application to clogging detection in steel continuous casting	43
Automated search of process control limits for fault detection in time series data	38
Editorial Board	35
Editorial Board	34
Enhanced pressure control system for the vacuum vessel of Damavand Tokamak using PID and multiple model control	32
Constrained model predictive control of an industrial high-rate thickener	30
A recurrent neural network-based approach for joint chance constrained stochastic optimal control	30
Markov Chain approach to get control limits for a Shewhart Control Chart to monitor the mean of a Discrete Weibull distribution	29
Saturated output-feedback control and state estimation of a class of exothermic tubular reactors	29
Hybrid method for multi-rate refined oil pumping station system unsteady state estimation with bad data attacks	28
Editorial Board	28
Direct approaches for PDE-constrained dynamic optimization based on space–time orthogonal collocation on finite elements	28
Imitation of piping warm-up operation and estimation of operational intention by inverse reinforcement learning	27
Performance-driven semiconductor silicon crystal quality control	26
Nonlinear-Control-Oriented Modeling of the Multi-Variable Underground Coal Gasification Process for UCG Project Thar: A Machine Learning Perspective	26
Editorial Board	25
Real-time optimization modifier adaptation approach using quadratic approximation of the plant-model mismatch function	24
Robust data-based predictive control of systems with parametric uncertainties: Paving the way for cooperative learning	24
A fault-injection-based approach to leak localization in water distribution networks using an ensemble model of Bayesian classifiers	24
Scheduling tank trucks at a fuel distribution terminal using max-plus model-based predictive control	23
Editorial Board	23

Combined optimal sensor network design and self-optimizing control with application in a typical sugarcane mill	23
Editorial Board	22
A novel performance assessment method of the carbon efficiency for iron ore sintering process	22
Multivariate/minor fault diagnosis with severity level based on Bayesian decision theory and multidimensional RBC	22
Calibration and validation for a real-time membrane bioreactor: A sliding window approach	21
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach	21
A quasi-sequential algorithm for PDE-constrained optimization based on space–time orthogonal collocation on finite elements	21
Structured sparsity modeling for improved multivariate statistical analysis based fault isolation	21
Estimation of the optimum propane content for the Spheripol Polypropylene process	21
Control of cascaded series dead-time processes with ideal achievable disturbance attenuation using a predictors-based structure	20
Spatiotemporal-response-correlation-based model predictive control of heat conduction temperature field	19
Modified active disturbance rejection control based on gain scheduling for circulating fluidized bed units	19
Extremum seeking control for optimization of an open-loop grinding mill using grind curves	19
Adaptive multi-task optimization strategy for wastewater treatment process	19
Multivariate batch to batch optimisation of fermentation processes to improve productivity	18
Distributed process monitoring based on joint mutual information and projective dictionary pair learning	18
Transfer Learning in wastewater treatment plants control: Measuring the transfer suitability	18
Dynamic transfer partial least squares for domain adaptive regression	17
Dynamic optimization and nonlinear model predictive control of a semi-batch epoxidation process	17
Spectral radius-based interval principal component analysis (SR-IPCA) for fault detection in industrial processes with imprecise data	17
Modeling and Bayesian inference for processes characterized by abrupt variations	17
Adversarial smoothing tri-regression for robust semi-supervised industrial soft sensor	17
Novel complex-valued long short-term memory network integrating variational mode decomposition for soft sensor	17
Simultaneous and sequential state and parameter estimation using receding-horizon nonlinear Kalman filter	17
A two-phase soft sensor modeling framework for quality prediction in industrial processes with missing data	17
A local–global transformer for distributed monitoring of multi-unit nonlinear processes	17
Operational adjustment modeling approach based on Bayesian network transfer learning for new flotation process under scarce data	17
Hierarchical nonlinear model predictive control with multi-time-scale for wastewater treatment process	16
Multi-objective optimal scheduling of laminar cooling water supply system for hot rolling mills driven by digital twin for energy-saving	16
Fault-tolerant safe control for water networks: A backstepping neural control barrier function approach	16
Convex reformulations for self-optimizing control optimization problem: Linear Matrix Inequality approach	16
ILC-based two-layer strategy for economic performance improvement in industrial MPC systems	16
A robust model predictive control algorithm for input–output LPV systems using parameter extrapolation	16
A stochastic approach for the solution of single and multi–objective optimisation problems of biological processes in sequencing batch reactor	16
Virtual unmodeled dynamic and data-driven nonlinear robust predictive control	16
Editorial Board	16
Optimal output-feedback temperature regulation of a catalytic reverse flow reactor PDEs model	15
MPC closed-loop identification without excitation	15
Experimental validation of an interval observer-based sensor fault detection strategy applied to a biohydrogen production dark fermenter	15
ANFIS and Takagi–Sugeno interval observers for fault diagnosis in bioprocess system	15
Optimal control problems of a reaction–diffusion ecological model with a protection zone	15
Learning of model-plant mismatch map via neural network modeling and its application to offset-free model predictive control	15
Data-knowledge-driven diagnosis method for sludge bulking of wastewater treatment process	15
Predicting goal attainment in process-oriented behavioral interventions using a data-driven system identification approach	15
Global self-optimizing control of batch processes	14
Comparison of multiple Kalman filter and moving horizon estimator for the anesthesia process	14
Robust closed-loop dynamic real-time optimization	14
Study of parabolic trough collector with crucial analysis on controller and estimator with variable mirror efficiency	14
Condition-driven probabilistic adversarial autoencoder with nonlinear Gaussian feature learning for nonstationary process monitoring	14
Latent variable modeling and state estimation of non-stationary processes driven by monotonic trends	14

Soft-sensor design via task transferred just-in-time-learning coupled transductive moving window learner	14
Industrial process fault detection based on KGLPP model with Cam weighted distance	14
Two-dimensional multiphase batch process monitoring based on sparse canonical variate analysis	13
Data-knowledge-driven distributed monitoring for large-scale processes based on digraph	13
Sliding window neural network based sensing of bacteria in wastewater treatment plants	13
Multi-rate Gaussian Bayesian network soft sensor development with noisy input and missing data	13
High-dimensional, slow-time-varying process monitoring technique based on adaptive eigen subspace extraction method	13
Quasi-online failure times identification of mobile heat sources in 2D geometry	13
Steady-state real-time optimization using transient measurements and approximated Hammerstein dynamic model: A proof of concept in an experimental rig	13
Simultaneous design and nonlinear model predictive control under uncertainty: A back-off approach	13
Long–short-term memory encoder–decoder with regularized hidden dynamics for fault detection in industrial processes	13
Optimal production of microalgae in the presence of grazers	13
Meta-reinforcement learning for the tuning of PI controllers: An offline approach	13
Identifiable prediction animal model for the bi-hormonal intraperitoneal artificial pancreas	12
Autoencoder embedded dictionary learning for nonlinear industrial process fault diagnosis	12
ANN model adaptation algorithm based on extended Kalman filter applied to pH control using MPC	12
Observer design for a nonlinear heat equation: Application to semiconductor wafer processing	12
Detection of downhole incidents for complex geological drilling processes using amplitude change detection and dynamic time warping	12
Error-feedback temperature regulation for a reverse flow reactor driven by a distributed parameter exosystem	12
Deep learning-based model predictive control for real-time supply chain optimization	12
Tuning of fuzzy controller with arbitrary triangular input fuzzy sets based on proximal policy optimization for time-delays system	12
Design of functional observers for fault detection and isolation in nonlinear systems in the presence of noises	12
Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems	12
Iterative learning robust MPC hybrid fault-tolerant control for multi-phase batch processes with asynchronous switching	11
Adaptive predictive control of a fan-ventilated tunnel greenhouse with evaporative cooling	11
A fast, fully distributed nonlinear model predictive control algorithm with parametric sensitivity through Jacobi iteration	11
Simultaneous online model identification and production optimization using modifier adaptation	11
Multi-strategy control to extend the feasibility region for robust model predictive control	10
Monitoring multimode processes: A modified PCA algorithm with continual learning ability	10
Enhanced MPC based on unknown state estimation and control compensation	10
Developing accurate data-driven soft-sensors through integrating dynamic kernel slow feature analysis with neural networks	10
A framework for exergy analysis of process control systems	10
Editorial Board	10
Distributed parameter modeling of fluid transmission lines	10
A priority-aware sequential pattern mining method for detection of compact patterns from alarm floods	10
Computationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition	10
Low-order dynamical model and distributed coordinated model predictive control for multi-stage belt conveyor systems	10
On timeline of enhancing testing-capacity of COVID-19: A case study via an optimal replacement model	10
Editorial Board	10
Automatic determination of optimal fault detection filter	10
Perspectives on nonstationary process monitoring in the era of industrial artificial intelligence	10
Novel adaptive fault detection method based on kernel entropy component analysis integrating moving window of dissimilarity for nonlinear dynamic processes	10
Adaptive temperature model for microalgae cultivation systems	10
Robust probabilistic predictable feature analysis and its application for dynamic process monitoring	10
Pseudo feedforward dynamic matrix control algorithm for desired closed-loop performance in MPC systems	10
Lyapunov based on-line model reduction and control of semilinear dissipative distributed parameter systems with minimum feedback information	9
Editorial Board	9
A probabilistic framework with concurrent analytics of Gaussian process regression and classification for multivariate control performance assessment	9
On the update of algebraic states during state estimation of differential–algebraic equation (DAE) systems	9
Plantwide control design using latent variables: An integration between control allocation and a measurement combination approach	9
Group-sparsity-enforcing fault discrimination and estimation with dynamic process data	9
Editorial Board	9
Editorial Board	9
Editorial Board	9
Stability properties of the adaptive horizon multi-stage MPC	9
Editorial Board	9
Novel fault subspace extraction methods for the reconstruction-based fault diagnosis	9
A data-driven fault isolation and estimation approach for unknown linear systems	9
Bounded input impulsive control for scheduling therapies	9
Performance assessment of multivariate process using time delay matrix	9
Multi-objective reinforcement learning in process control: A goal-oriented approach with adaptive thresholds	9
Systematic model bank determination approach for nonlinear systems using gap metric and stability margin	9
Slowness or Autocorrelation? A serial correlation feature analysis method and its application in process monitoring	9
Quality-driven deep feature representation learning and its industrial application to soft sensors	9
Development and identification of a reduced-order dynamic model for wastewater treatment plants	8
Model-based dynamic sliding mode control and adaptive Kalman filter design for boiler-turbine energy conversion system	8
An improved Hammerstein system identification method using Stein Variational Inference and sampling technology	8
Numerical solution of nonlinear periodic optimal control problems using a Fourier integral pseudospectral method	8
Transformed inputs for linearization, decoupling and feedforward control	8
Novel two-dimensional off-policy Q-learning method for output feedba	8
Real-time control of torch height in NG-GMAW process based on passive vision sensing technology	8
Event-triggered economic MPC with relaxed contractive constraints	8
Distributed model predictive control using optimality condition decomposition and community detection	8
FPGA-embedded optimization algorithm to maximize the acetate productivity in a dark fermentation process	8
Comparison of additive and multiplicative feedforward control	8
Fitting second-order cone constraints to microbial growth data	8
SA-MSIFF: Soft sensing the cement f-CaO content with a self-adaptive multisource information fusion framework in clinker burning process	8
A novel interactive prognosis framework with nonlinear Wiener process and multi-sensor fusion for remaining useful life prediction	8
A model-free-based control chart for batch process using U-statistics	8
An ETF-based disturbance observer-based control for multivariable processes with time delays	8

Data Science and Model Predictive Control:	8
Multi-objective optimal control of bioconversion process considering system sensitivity and control variation	8
A nonlinear disturbance observer for sliding mode control of surge in centrifugal compressors via TCV actuator	8
Integrating online mineral liberation data into process control and optimisation systems for grinding–separation plants	8
Editorial Board	8
Moving horizon estimation for bounded noises based on the set-membership approach	7
A robust supervised subspace learning approach for output-relevant prediction and detection against outliers	7
A scenario-based framework for the integration of scheduling and control under multiple uncertainties	7
Repetitive process based indirect-type iterative learning control for batch processes with model uncertainty and input delay	7
Nonintrusive parameter adaptation of chemical process models with reinforcement learning	7
Fault diagnosis based on feature clustering of time series data for loss and kick of drilling process	7
Development of feed-forward model predictive control for applications in biomass bubbling fluidized bed boilers	7
Approaches based on LAMDA control applied to regulate HVAC systems for buildings	7
Optimal temperature trajectory for tubular reactor using physics informed neural networks	7
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty	7
Frequency-based multivariable control design with stability margin constraints: A linear matrix inequality approach	7
Model predictive control using MISO approach for drug co-administration in anesthesia	7
A modified Bayesian network to handle cyclic loops in root cause diagnosis of process faults in the chemical process industry	7
A switched system formulation for optimal integration of scheduling and control in multi-product continuous processes	7
Fault diagnosis for dynamic system based on the independent latent space reconstruction of generative adversarial network	7
A novel method for actuator fault detection considering complex operating processes	7
A thermodynamic approach to the stabilization of tubular reactors	7
Sensor network design for post-combustion CO2	7
State estimation of the time–space propagation of COVID-19 using a distributed parameter observer based on a SEIR-type model	7
A novel dynamic model for the online prediction of rate of penetration and its industrial application to a drilling process	7
Multiparametric/explicit nonlinear model predictive control for quadratically constrained problems	7
Decentralized control using selectors for optimal steady-state operation with changing active constraints	7
Second-order component analysis for fault detection	7
Novel hierarchical nonlinear control algorithm to improve dissolved oxygen control in biological WWTP	7