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Maciej Ławryńczuk

Observed names: Lawrynczuk, Maciej, M. Ławryńczuk, Maciej Lawrynczuk, Maciej Lawryńczuk, Maciej ławryńczuk, Ławryńczuk, Maciej
Observed institution: Warsaw University of Technology
ORCID: 0000-0002-6846-2004
Observed ORCID: 0000-0002-6846-2004
OpenAlex ID: A5018809288
Advanced predictive control for GRU and LSTM networks
2022 · Krzysztof Zarzycki, Maciej Ławryńczuk · Information Sciences · 157
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LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors
2021 · Krzysztof Zarzycki, Maciej Ławryńczuk · Sensors · 155
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LSTM and GRU type recurrent neural networks in model predictive control: A Review
2025 · Maciej Ławryńczuk, Krzysztof Zarzycki · Neurocomputing · 143
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Computationally Efficient Model Predictive Control Algorithms
2014 · Maciej Ławryńczuk · Studies in systems, decision and control · 137
Nonlinear predictive control of a boiler-turbine unit: A state-space approach with successive on-line model linearisation and quadratic optimisation
2017 · Maciej Ławryńczuk · ISA Transactions · 96
A Family of Model Predictive Control Algorithms With Artificial Neural Networks
2007 · Maciej Ławryńczuk · International Journal of Applied Mathematics and Computer Science · 96
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Modelling and nonlinear predictive control of a yeast fermentation biochemical reactor using neural networks
2008 · Maciej Ławryńczuk · Chemical Engineering Journal · 77
Practical nonlinear predictive control algorithms for neural Wiener models
2013 · Maciej Ławryńczuk · Journal of Process Control · 65
Soft computing in modelbased predictive control footnotemark
2006 · Piotr Tatjewski, Maciej Ławryńczuk · 64
Modelling and predictive control of a neutralisation reactor using sparse support vector machine Wiener models
2016 · Maciej Ławryńczuk · Neurocomputing · 57
Fast Analytical Model Predictive Controllers and Their Implementation for STM32 ARM Microcontroller
2019 · Patryk Chaber, Maciej Lawrynczuk · IEEE Transactions on Industrial Informatics · 56
Nonlinear predictive control for Hammerstein–Wiener systems
2014 · Maciej Ławryńczuk · ISA Transactions · 49
Nonlinear predictive control of dynamic systems represented by Wiener–Hammerstein models
2016 · Maciej Ławryńczuk · Nonlinear Dynamics · 40
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Computationally efficient nonlinear predictive control based on neural Wiener models
2010 · Maciej ławryńczuk · Neurocomputing · 39
Offset-free state-space nonlinear predictive control for Wiener systems
2019 · Maciej Ławryńczuk, Piotr Tatjewski · Information Sciences · 37
Model Predictive Control and energy optimisation in residential building with electric underfloor heating system
2019 · Maciej Ławryńczuk, Paweł Ocłoń · Energy · 34
Nonlinear State–Space Predictive Control with On–Line Linearisation and State Estimation
2015 · Maciej Ławryńczuk · International Journal of Applied Mathematics and Computer Science · 33
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Nonlinear predictive control based on neural multi-models
2010 · Maciej Ławryńczuk, Piotr Tatjewski · International Journal of Applied Mathematics and Computer Science · 33
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Algorithms with state estimation in linear and nonlinear model predictive control
2020 · Piotr Tatjewski, Maciej Ławryńczuk · Computers & Chemical Engineering · 32
Cooperation of model predictive control with steady-state economic optimisation
2008 · Maciej Ławryńczuk, Piotr M. Marusak, et al. · Control and Cybernetics · 31
Identification of Wiener models for dynamic and steady‐state performance with application to solid oxide fuel cell
2019 · Maciej Ławryńczuk · Asian Journal of Control · 30
Online set-point optimisation cooperating with predictive control of a yeast fermentation process: A neural network approach
2011 · Maciej ławryńczuk · Engineering Applications of Artificial Intelligence · 29
On-line set-point optimisation and predictive control using neural Hammerstein models
2010 · Maciej Ławryńczuk · Chemical Engineering Journal · 29
Optimization of control strategy for a low fuel consumption vehicle engine
2019 · Jakub Sawulski, Maciej Ławryńczuk · Information Sciences · 28
Explicit nonlinear predictive control algorithms with neural approximation
2013 · Maciej Ławryńczuk · Neurocomputing · 28
Works count: 207
Citation count: 2,691
H-index: 27
I10-index: 65
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