| Tuning of NMPC controllers via multi-objective optimisation M Vallerio, J Van Impe, F Logist Computers & Chemical Engineering 61, 38-50, 2014 | 84 | 2014 |
| Multi-objective optimal control of chemical processes using ACADO toolkit F Logist, M Vallerio, B Houska, M Diehl, J Van Impe Computers & Chemical Engineering 37, 191-199, 2012 | 69 | 2012 |
| Approximate robust optimization of nonlinear systems under parametric uncertainty and process noise D Telen, M Vallerio, L Cabianca, B Houska, J Van Impe, F Logist Journal of Process Control 33, 140-154, 2015 | 66 | 2015 |
| An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty M Vallerio, J Hufkens, J Van Impe, F Logist Expert Systems with Applications 42 (21), 7710-7731, 2015 | 58 | 2015 |
| Industrial data science–a review of machine learning applications for chemical and process industries M Mowbray, M Vallerio, C Perez-Galvan, D Zhang, ADR Chanona, ... Reaction Chemistry & Engineering 7 (7), 1471-1509, 2022 | 57 | 2022 |
| Robust multi-objective dynamic optimization of chemical processes using the Sigma Point method M Vallerio, D Telen, L Cabianca, F Manenti, J Van Impe, F Logist Chemical Engineering Science 140, 201-216, 2016 | 55 | 2016 |
| Symmetric algorithmic differentiation based exact Hessian SQP method and software for economic MPC R Quirynen, B Houska, M Vallerio, D Telen, F Logist, J Van Impe, M Diehl 53rd IEEE Conference on Decision and Control, 2752-2757, 2014 | 40 | 2014 |
| Interactive multi‐objective dynamic optimization of bioreactors under parametric uncertainty P Nimmegeers, M Vallerio, D Telen, J Van Impe, F Logist Chemie Ingenieur Technik 91 (3), 349-362, 2019 | 25 | 2019 |
| A study of integrated experiment design for NMPC applied to the Droop model D Telen, B Houska, M Vallerio, F Logist, J Van Impe Chemical Engineering Science 160, 370-383, 2017 | 25 | 2017 |
| Model predictive control of a CVD reactor for production of polysilicon rods L Vigaṇ, M Vallerio, F Manenti, NMN Lima, L Zuniga, GM Linan CHEMICAL ENGINEERING 21, 2010 | 24 | 2010 |
| Interactive NBI and (E) NNC methods for the progressive exploration of the criteria space in multi-objective optimization and optimal control M Vallerio, D Vercammen, J Van Impe, F Logist Computers & Chemical Engineering 82, 186-201, 2015 | 20 | 2015 |
| Multi-objective and robust optimal control of a CVD reactor for polysilicon production M Vallerio, D Claessens, F Logist, J Van Impe Computer Aided Chemical Engineering 33, 571-576, 2014 | 17 | 2014 |
| Pomodoro: A novel toolkit for dynamic (multiobjective) optimization, and model based control and estimation S Bhonsale, D Telen, D Vercammen, M Vallerio, J Hufkens, ... IFAC-PapersOnLine 51 (2), 719-724, 2018 | 12 | 2018 |
| Solace: An open source package for nolinear model predictive control and state estimation for (bio) chemical processes SS Bhonsale, M Vallerio, D Telen, D Vercammen, F Logist, J van Impe Computer Aided Chemical Engineering 38, 1971-1976, 2016 | 12 | 2016 |
| Model-based optimization of the cooling system of an industrial tubular LDPE reactor M Vallerio, F Logist, P Van Erdeghem, C Dittrich, J Van Impe Industrial & Engineering Chemistry Research 52 (4), 1656-1666, 2013 | 8 | 2013 |
| Approximate robust optimal control of nonlinear dynamic systems under process noise D Telen, M Vallerio, L Cabianca, B Houska, J Van Impe, F Logist 2015 European Control Conference (ECC), 1581-1586, 2015 | 4 | 2015 |
| Model based optimisation of tubular reactors for LDPE production PMM Van Erdeghem, F Logist, M Vallerio, C Dittrich, JF Van Impe IFAC Proceedings Volumes 45 (15), 786-791, 2012 | 4 | 2012 |
| Value chain planning optimization: a data driven digital twin approach F Ferranti, F Manenti, G Vingerhoets, M Vallerio IFAC-PapersOnLine 54 (3), 572-577, 2021 | 3 | 2021 |
| Towards enhanced weight selection for (N) MPC via multi-objective optimisation M Vallerio, F Logist, J Van Impe Proc. Symp. Comput. Aided Process Eng. 17, 20, 2012 | 3 | 2012 |
| Explicit weight selection procedure for optimal control problems with weighted objectives F Logist, M Vallerio, J Van Impe IFAC Proceedings Volumes 44 (1), 12325-12330, 2011 | 3 | 2011 |
Filip LogistAdvanced Process Control & Data Analytics @BASF AntwerpenVerified email at kuleuven.be
