Model Update Based on Transient Measurements for Model Predictive Control and Hybrid Real-Time Optimization

A Computationally Efficient Robust Model Predictive Control Framework for Uncertain Nonlinear Systems

(2020) Johannes Kohler et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

An Integrated Frequent RTO and Adaptive Nonlinear MPC Scheme Based on Simultaneous Bayesian State and Parameter Estimation

(2019) Jayaram Valluru et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Robust MPC with recursive model update

(2019) Matthias Lorenzen et al.   AUTOMATICA

On optimal system operation in robust economic MPC

(2018) Florian A. Bayer et al.   AUTOMATICA

Steady-state real-time optimization using transient measurements

(2018) Dinesh Krishnamoorthy et al.   COMPUTERS & CHEMICAL ENGINEERING

Stochastic model predictive control without terminal constraints

(2017) Matthias Lorenzen et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

A reliable modifier-adaptation strategy for real-time optimization

(2016) Weihua Gao et al.   COMPUTERS & CHEMICAL ENGINEERING

Diagnosis of Poor Performance in Model Predictive Controllers: Unmeasured Disturbance versus Model–Plant Mismatch

(2016) Viviane Botelho et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Methodology for Detecting Model–Plant Mismatches Affecting Model Predictive Control Performance

(2015) Viviane Botelho et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

MPC-based dual control with online experiment design

(2015) Tor Aksel N. Heirung et al.   JOURNAL OF PROCESS CONTROL

Strong Structural Controllability and Observability of Linear Time-Varying Systems

(2014) Gunther Reissig et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

RTO: An overview and assessment of current practice

(2011) Mark L. Darby et al.   JOURNAL OF PROCESS CONTROL

Modifier-Adaptation Methodology for Real-Time Optimization

(2009) A. Marchetti et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH