Concepedia

Mattia Vallerio

MV

Statistics

Publications

11

Citations

397

H-Index

11

Active since

2010

Affiliations

KU Leuven(Current)

ShanghaiTech University

Mattia Vallerio is an author at KU Leuven specializing in systems engineering, engineering, and process control.

Top concepts

EngineeringSystems EngineeringProcess ControlUncertainty QuantificationProcess OptimizationModeling And SimulationProcess DesignOperations ResearchComputer EngineeringIndustrial Engineering

Publications per year

2010–2018

11

Publications

11

Tuning of NMPC controllers via multi-objective optimisation

Mattia Vallerio, Jan Van Impe, Filip Logist · Computers & Chemical Engineering · 2013 · 67 citations · Full text

Engineering, System Optimization, Computer Engineering +5

Approximate robust optimization of nonlinear systems under parametric uncertainty and process noise

Dries Telen, Mattia Vallerio, Lorenzo Cabianca et al. · Journal of Process Control · 2015 · 61 citations · Full text

Engineering, Uncertainty Quantification, Robust Control +9

Multi-objective optimal control of chemical processes using ACADO toolkit

Filip Logist, Mattia Vallerio, Boris Houska et al. · Computers & Chemical Engineering · 2011 · 56 citations · Full text

Acado Toolkit, Engineering, Process Control +4

An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty

Mattia Vallerio, Jan Hufkens, Jan Van Impe et al. · Expert Systems with Applications · 2015 · 53 citations · Full text

Data-driven Optimization, Engineering, Nonlinear Dynamic Processes +10

Robust multi-objective dynamic optimization of chemical processes using the Sigma Point method

Mattia Vallerio, Dries Telen, Lorenzo Cabianca et al. · Chemical Engineering Science · 2015 · 45 citations

Numerical Analysis, Process Design, Mathematical Programming +12

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