Eric Bradford

发表

Stochastic NMPC of Batch Processes Using Parameterized Control Policies

Lars Imsland, Eric Bradford, 2018 .

Review of advanced physical and data‐driven models for dynamic bioprocess simulation: Case study of algae–bacteria consortium wastewater treatment

Xiaoyan Cong, Eric Bradford, Ehecatl Antonio Del Rio-Chanona, 2018, Biotechnology and bioengineering.

Stochastic Nonlinear Model Predictive Control Using Gaussian Processes

Lars Imsland, Eric Bradford, L. Imsland, 2018, 2018 European Control Conference (ECC).

Expectation constrained stochastic nonlinear model predictive control of a batch bioreactor

Lars Imsland, Eric Bradford, L. Imsland, 2017 .

Economic Stochastic Model Predictive Control Using the Unscented Kalman Filter

Lars Imsland, Eric Bradford, L. Imsland, 2018 .

Multi-objective Optimization of Expensive Simulations for Efficient and Sustainable Chemical Processes

Artur M. Schweidtmann, Eric Bradford, Parminder Kaur Ks Heer, 2016 .

Economic stochastic nonlinear model predictive control of a semi-batch polymerization reaction

Lars Imsland, Marcus Reble, Eric Bradford, 2019, IFAC-PapersOnLine.

Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm

Artur M. Schweidtmann, Eric Bradford, Alexei A. Lapkin, 2018, Journal of Global Optimization.

Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes

Artur M. Schweidtmann, Eric Bradford, Dongda Zhang, 2018, Comput. Chem. Eng..

Utilizing machine learning for the multi-objective self-optimisation of chemical reaction systems

Artur M. Schweidtmann, Eric Bradford, Alexei Lapkin, 2017 .

Correction to: Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm

Artur M. Schweidtmann, Eric Bradford, Alexei A. Lapkin, 2018, Journal of Global Optimization.

Output feedback stochastic nonlinear model predictive control for batch processes

Lars Imsland, Eric Bradford, L. Imsland, 2019, Comput. Chem. Eng..