Joel A. Paulson

According to our database1, Joel A. Paulson authored at least 31 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
Data-Driven Scenario Optimization for Automated Controller Tuning With Probabilistic Performance Guarantees.
IEEE Control. Syst. Lett., 2021

Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks.
Comput. Chem. Eng., 2021

2020
Stochastic model predictive control with joint chance constraints.
Int. J. Control, 2020

Approximate Closed-Loop Robust Model Predictive Control With Guaranteed Stability and Constraint Satisfaction.
IEEE Control. Syst. Lett., 2020

A Data-Driven Automatic Tuning Method for MPC under Uncertainty using Constrained Bayesian Optimization.
CoRR, 2020

An internal model control design method for failure-tolerant control with multiple objectives.
Comput. Chem. Eng., 2020

A Low-complexity Tube Controller using Contractive Invariant Sets.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Safe Learning-based Model Predictive Control under State- and Input-dependent Uncertainty using Scenario Trees.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
Fast uncertainty quantification for dynamic flux balance analysis using non-smooth polynomial chaos expansions.
PLoS Comput. Biol., 2019

Fault-Tolerant Tube-Based Robust Nonlinear Model Predictive Control.
Proceedings of the 2019 American Control Conference, 2019

2018
Stochastic model predictive control - how does it work?
Comput. Chem. Eng., 2018

Shaping the Closed-Loop Behavior of Nonlinear Systems Under Probabilistic Uncertainty Using Arbitrary Polynomial Chaos.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Stochastic Model Predictive Control with Enlarged Domain of Attraction for Offset-Free Tracking.
Proceedings of the 2018 Annual American Control Conference, 2018

Closed-Loop Active Fault Diagnosis for Stochastic Linear Systems.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
On stability of stochastic linear systems via polynomial chaos expansions.
Proceedings of the 2017 American Control Conference, 2017

2016
An Adaptive Model Predictive Control Strategy for Nonlinear Distributed Parameter Systems using the Type-2 Takagi-Sugeno Model.
Int. J. Fuzzy Syst., 2016

Control systems analysis and design of multiscale simulation models.
Proceedings of the 2016 American Control Conference, 2016

Output feedback model predictive control with probabilistic uncertainties for linear systems.
Proceedings of the 2016 American Control Conference, 2016

pH and conductivity control in an integrated biomanufacturing plant.
Proceedings of the 2016 American Control Conference, 2016

Nonlinear model predictive control using polynomial optimization methods.
Proceedings of the 2016 American Control Conference, 2016

Lyapunov-based stochastic nonlinear model predictive control: Shaping the state probability distribution functions.
Proceedings of the 2016 American Control Conference, 2016

2015
Receding-horizon Stochastic Model Predictive Control with Hard Input Constraints and Joint State Chance Constraints.
CoRR, 2015

Lyapunov-based Stochastic Nonlinear Model Predictive Control: Shaping the State Probability Density Functions.
CoRR, 2015

A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis.
Comput. Chem. Eng., 2015

Fast robust model predictive control of high-dimensional systems.
Proceedings of the 14th European Control Conference, 2015

Real-time model predictive control for the optimal charging of a lithium-ion battery.
Proceedings of the American Control Conference, 2015

Stability for receding-horizon stochastic model predictive control.
Proceedings of the American Control Conference, 2015

Plant-wide model predictive control for a continuous pharmaceutical process.
Proceedings of the American Control Conference, 2015

Control systems technology in the advanced manufacturing of biologic drugs.
Proceedings of the 2015 IEEE Conference on Control Applications, 2015

2014
Guaranteed active fault diagnosis for uncertain nonlinear systems.
Proceedings of the 13th European Control Conference, 2014

Fast stochastic model predictive control of high-dimensional systems.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014


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