Concepedia

Maciej Ławryńczuk

MŁ

51

Publications

1.7K

Citations

25

H-Index

2006

Active since

Affiliations

Warsaw University of Technology(Current)

Maciej Ławryńczuk is an author at Warsaw University of Technology specializing in engineering, process control, and model predictive control.

Top concepts

EngineeringProcess ControlModel Predictive ControlSystems EngineeringMechanical SystemsIntelligent ControlComputer EngineeringModeling And SimulationMachine LearningEnergy Management

Publications per year

2006–2023

51

Publications

51

Advanced predictive control for GRU and LSTM networks

Krzysztof Zarzycki, Maciej Ławryńczuk · Information Sciences · 2022 · 127 citations · Full text

Engineering, Machine Learning, Model-based Control Technique +14

LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors

Krzysztof Zarzycki, Maciej Ławryńczuk · Sensors · 2021 · 113 citations · Full text

Engineering, Industrial Engineering, Chemical Reactors +14

A Family of Model Predictive Control Algorithms With Artificial Neural Networks

Maciej Ławryńczuk · International Journal of Applied Mathematics and Computer Science · 2007 · 96 citations · Full text

Engineering, Mimo Processes, Nonlinear System Identification +16

Nonlinear predictive control of a boiler-turbine unit: A state-space approach with successive on-line model linearisation and quadratic optimisation

Maciej Ławryńczuk · ISA Transactions · 2017 · 89 citations

Nonlinear Control, Nonlinear System Identification, Engineering +9

Modelling and nonlinear predictive control of a yeast fermentation biochemical reactor using neural networks

Maciej Ławryńczuk · Chemical Engineering Journal · 2008 · 73 citations

Process Design, Engineering, Biochemical Engineering +9

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