Maciej Lawrynczuk

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Citations	2623	1406
h-index	27	20
i10-index	63	42

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Piotr MarusakPolitechnika WarszawskaVerified email at ia.pw.edu.pl
Patryk ChaberPolitechnika Warszawska, Wydział Elektroniki i Technik InformacyjnychVerified email at stud.elka.pw.edu.pl
Krzysztof Zarzyckiasystent, Warsaw University of TechnologyVerified email at pw.edu.pl
Pawel D. DomanskiInstitute of Control and Computation Engineering, Warsaw University of TechnologyVerified email at ia.pw.edu.pl
Robert NebelukInstitute of Control and Computation Engineering, Warsaw University of TechnologyVerified email at ia.pw.edu.pl
Piotr GawkowskiInstitute of Computer Science, Warsaw University of TechnologyVerified email at ii.pw.edu.pl
Janusz SosnowskiInstitute of Computer Science, Warsaw University of TechnologyVerified email at ii.pw.edu.pl
Krzysztof Patan Verified email at issi.uz.zgora.pl
Pawel ChrzanowskiInstytut Podstaw Konstrukcji Maszyn, Politechnika ŚląskaVerified email at polsl.pl
Jakub SawulskiInstitute of Control and Computation Engineering, Warsaw University of TechnologyVerified email at ia.pw.edu.pl
Paweł OcłońCracow University of Technology, Politechnika KrakowskaVerified email at pk.edu.pl
Marcin WitczakUniversity of Zielona GoraVerified email at issi.uz.zgora.pl
Szulim RobertUniversity of Zielona GóraVerified email at imei.uz.zgora.pl
Tomasz RogalaSilesian University of TechnologyVerified email at polsl.pl
K S ChinCity University of Hong KongVerified email at cityu.edu.hk
Dirk Soffker (Söffker, Soeffker)Professor, Dynamics and Control, University of Duisburg-EssenVerified email at uni-due.de
Dawid SeredyńskiWarsaw University of TechnologyVerified email at stud.elka.pw.edu.pl
Inez OkulskaNASK National Reserach Institute (Cybersecurity & AI)Verified email at amu.edu.pl
Konrad GrochowskiInstitute of Computer Science, Warsaw University of TechnologyVerified email at ii.pw.edu.pl
Józef Korbiczprofessor of automatic control, University of Zielona GóraVerified email at issi.uz.zgora.pl

Maciej Lawrynczuk

Institute of Control and Computation Engineering, Warsaw University of Technology

Verified email at ia.pw.edu.pl - Homepage

Advanced process control Model Predictive Control Set-point optimisation Soft computing Artificial intelligence


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Computationally efficient model predictive control algorithms M Ławryńczuk A Neural Network Approach, Studies in Systems, Decision and Control 3, 2014	191	2014
A family of model predictive control algorithms with artificial neural networks M ŁAwryńCzuk International Journal of Applied Mathematics and Computer Science 17 (2 …, 2007	113	2007
Application of the DiaSter system M Syfert, P Chrzanowski, B Fajdek, M Ławryńczuk, P Marusak, K Patan, ... Modeling, Diagnostics and Process Control: Implementation in the DiaSter …, 2011	111	2011
Soft computing in model-based predictive control P Tatjewski, M Ławryńczuk Zielona Góra: Uniwersytet Zielonogórski, 2006	101	2006
Modelling and nonlinear predictive control of a yeast fermentation biochemical reactor using neural networks M Ławryńczuk Chemical Engineering Journal 145 (2), 290-307, 2008	82	2008
Nonlinear predictive control of a boiler-turbine unit: A state-space approach with successive on-line model linearisation and quadratic optimisation M Ławryńczuk ISA transactions 67, 476–495, 2017	78	2017
Practical nonlinear predictive control algorithms for neural Wiener models M Ławryńczuk Journal of Process Control 23 (5), 696-714, 2013	73	2013
LSTM and GRU neural networks as models of dynamical processes used in predictive control: A comparison of models developed for two chemical reactors K Zarzycki, M Ławryńczuk Sensors 21 (16), 5625, 2021	72	2021
Modelling and Predictive Control of a Neutralisation Reactor Using Sparse Support Vector Machine Wiener Models M Ławryńczuk Neurocomputing 205, 311-328, 2016	61	2016
Nonlinear predictive control for Hammerstein-Wiener systems M Lawrynczuk ISA transactions 55, 49-62, 2015	58	2015
Computationally efficient nonlinear predictive control based on neural Wiener models M ławryńczuk Neurocomputing 74 (1-3), 401-417, 2010	52	2010
Fast analytical model predictive controllers and their implementation for STM32 ARM microcontroller P Chaber, M Ławryńczuk IEEE Transactions on Industrial Informatics 15 (8), 4580-4590, 2019	46	2019
Nonlinear predictive control of dynamic systems represented by Wiener–Hammerstein models M Ławryńczuk Nonlinear Dynamics 86, 1193-1214, 2016	44	2016
Advanced predictive control for GRU and LSTM networks K Zarzycki, M Ławryńczuk Information Sciences 616, 229-254, 2022	43	2022
Status and initial physics performance studies of the MPD experiment at NICA The European Physical Journal A 58 (7), 1-50, 2022	43*	2022
Cooperation of model predictive control with steady-state economic optimisation M Ławryńczuk, P Marusak, P Tatjewski Control and Cybernetics 37 (1), 133-158, 2008	40	2008
On-line set-point optimisation and predictive control using neural Hammerstein models M Ławryńczuk Chemical Engineering Journal 166 (1), 269-287, 2011	39	2011
Nonlinear predictive control based on neural multi-models M Ławryńczuk, P Tatjewski	39	2010
Nonlinear state-space predictive control with on-line linearisation and state estimation M Ławryńczuk International Journal of Applied Mathematics and Computer Science 25 (4), 2015	35	2015
Model Predictive Control and energy optimisation in residential building with electric underfloor heating system M Ławryńczuk, P Ocłoń Energy 182, 1028-1044, 2019	31	2019

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