Fredrik Magnusson
Fredrik Magnusson
Ph.D. Student
Phone: +46 46 222 42 87
Fax: +46 46 13 81 18

I received my M.Sc. degree in engineering mathematics from the Faculty of Engineering at Lund University in February 2012. The same month I joined the department as a Ph.D. student. My research regards Numerical and Symbolic Algorithms for Dynamic Optimization.




Anton Sellberg, Anders Holmqvist, Fredrik Magnusson, Christian Andersson, Bernt Nilsson: "Discretized multi-level elution trajectory: A proof-of-concept demonstration". Journal of Chromatography A, 1481, pp. 73–81, 2017.

Fredrik Magnusson, Johan Åkesson: "Symbolic elimination in dynamic optimization based on block-triangular ordering". Optimization Methods and Software, 2017.

Fredrik Magnusson: Numerical and Symbolic Methods for Dynamic Optimization. PhD Thesis Department of Automatic Control, Lund University, Sweden, October 2016.

Anders Holmqvist, Fredrik Magnusson: "Open-loop optimal control of batch chromatographic separation processes using direct collocation". Journal of Process Control, 46, pp. 55–74, 2016.

Roel De Coninck, Fredrik Magnusson, Johan Åkesson, Lieve Helsen: "Toolbox for development and validation of grey-box building models for forecasting and control". Journal of Building Performance Simulation, Taylor & Francis, 9:3, pp. 288–303, 2016.

Fredrik Magnusson, Kyle Palmer, Lu Han, George Bollas: "Dynamic Parametric Sensitivity Optimization Using Simultaneous Discretization in". In: 2015 International Conference on Complex Systems Engineering 2015.

Magdalena Axelsson, Fredrik Magnusson, Toivo Henningsson: "A Framework for Nonlinear Model Predictive Control in". In: 11th International Modelica Conference 2015.

Anders Holmqvist, Christian Andersson, Fredrik Magnusson, Johan Åkesson: "Methods and Tools for Robust Optimal Control of Batch Chromatographic Separation Processes". Processes, 3:3, pp. 568–606, 2015.

Fredrik Magnusson, Johan Åkesson: "Dynamic Optimization in". Processes, 3:2, pp. 471–496, 2015.

Karl Berntorp, Fredrik Magnusson: "Hierarchical Predictive Control for Ground-Vehicle Maneuvering". In: American Control Conference, 2015 2015.

Anders Holmqvist, Fredrik Magnusson, Stig Stenström: "Scale-up Analysis of Continuous Cross-flow Atomic Layer Deposition Reactor Designs". Chemical Engineering Science, 117, pp. 301–317, 2014.

Anders Holmqvist, Tobias Törndahl, Fredrik Magnusson, Uwe Zimmermann, Stig Stenström: "Dynamic parameter estimation of atomic layer deposition kinetics applied to in situ quartz crystal microbalance diagnostics". Chemical Engineering Science, 111, pp. 15–33, 2014.

Roel De Coninck, Fredrik Magnusson, Johan Åkesson, Lieve Helsen: "Grey-Box Building Models for Model Order Reduction and Control". In: 10th International Modelica Conference 2014.

Fredrik Magnusson, Karl Berntorp, Björn Olofsson, Johan Åkesson: "Symbolic Transformations of Dynamic Optimization Problems". In: 10th International Modelica Conference 2014.

Per-Ola Larsson, Francesco Casella, Fredrik Magnusson, Joel Andersson, Moritz Diehl, Johan Åkesson: "A Framework for Nonlinear Model-Predictive Control Using Object-Oriented Modeling with a Case Study in Power Plant Start-Up". In: IEEE Multi-conference on Systems and Control, 2013 2013.

Fredrik Magnusson, Johan Åkesson: "Collocation Methods for Optimization in a Modelica Environment". In: 9th International Modelica Conference 2012.

Fredrik Magnusson: "Collocation methods in". Master's Thesis ISRN LUTFD2/TFRT--5892--SE, Department of Automatic Control, Lund University, Sweden, April 2012.