M. Ławryńczuk

发表

Special Issue “Model Predictive Control: Algorithms and Applications”: Foreword by the Guest Editor

M. Ławryńczuk, 2022, Algorithms.

Nonlinear predictive control of dynamic systems represented by Wiener–Hammerstein models

M. Ławryńczuk, 2016 .

Nonlinear model predictive control based on piecewise linear Hammerstein models

K. Chin, Jian Zhang, M. Ławryńczuk, 2018, Nonlinear Dynamics.

MPC of Input-Output Benchmark Wiener Processes

Maciej Ławryńczuk, M. Ławryńczuk, 2021, Nonlinear Predictive Control Using Wiener Models.

Explicit nonlinear predictive control algorithms with neural approximation

Maciej Ławryńczuk, Maciej Ławryńczuk, M. Ławryńczuk, 2014 .

Cooperation of model predictive control with steady-state economic optimisation

Piotr Tatjewski, Maciej Ławryńczuk, Piotr M. Marusak, 2008 .

A computationally efficient stable dual-mode type nonlinear predictive control algorithm

Maciej Ławryńczuk, Wojciech Tadej, Maciej Ławryńczuk, 2008 .

An infinite horizon predictive control algorithm based on multivariable input-output models

Piotr Tatjewski, Maciej Ławryńczuk, P. Tatjewski, 2004 .

Introduction to Model Predictive Control

Maciej Ławryńczuk, M. Ławryńczuk, 2021, Nonlinear Predictive Control Using Wiener Models.

Assessment of predictive control performance using fractal measures

Maciej Ławryńczuk, P. Domański, Paweł D. Domański, 2017 .

Nonlinear State–Space Predictive Control with On–Line Linearisation and State Estimation

Maciej Ławryńczuk, M. Ławryńczuk, 2015 .

Identification of Wiener models for dynamic and steady‐state performance with application to solid oxide fuel cell

Maciej Ławryńczuk, M. Ławryńczuk, 2019, Asian Journal of Control.

Nonlinear Model Predictive Control for Processes with Complex Dynamics: A Parameterisation Approach Using Laguerre Functions

Maciej Ławryńczuk, M. Lawrynczuk, M. Ławryńczuk, 2020, Int. J. Appl. Math. Comput. Sci..

Soft computing in modelbased predictive control footnotemark

Piotr Tatjewski, Maciej Ławryńczuk, P. Tatjewski, 2006 .

SOFT COMPUTING IN MODEL – BASED PREDICTIVE CONTROL †

Maciej Ławryńczuk, P. Tatjewski, M. Ławryńczuk, 2006 .

Fast Analytical Model Predictive Controllers and Their Implementation for STM32 ARM Microcontroller

Maciej Ławryńczuk, Patryk Chaber, Patryk Chaber, 2019, IEEE Transactions on Industrial Informatics.

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

Maciej Ławryńczuk, M. Ławryńczuk, 2017, ISA transactions.

AutoMATiC: Code Generation of Model Predictive Control Algorithms for Microcontrollers

Maciej Ławryńczuk, Patryk Chaber, Patryk Chaber, 2020, IEEE Transactions on Industrial Informatics.

Practical Digital Twins Application to High Energy Systems: Thermal Protection for Multi-Detector

P. Domański, Maciej Ławryńczuk, K. Rosłon, 2022, Electronics.

Nonlinear Predictive Control

Piotr Tatjewski, Maciej Ławryńczuk, Maciej Ławryńczuk, 2020 .

Wiener structures for modeling and nonlinear predictive control of proton exchange membrane fuel cell

Dirk Söffker, Maciej Ławryńczuk, D. Söffker, 2018, Nonlinear Dynamics.

Elman neural network for modeling and predictive control of delayed dynamic systems

Maciej Ławryńczuk, Antoni Wysocki, M. Ławryńczuk, 2016 .

Fail-bounded implementations of the numerical model predictive control algorithms

Piotr Tatjewski, Maciej Ławryńczuk, Piotr M. Marusak, 2010 .

Control Quality Assessment for Processes With Asymmetric Properties and its Application to pH Reactor

Paweł D. Domański, Maciej Ławryńczuk, P. Domański, 2020, IEEE Access.

Model Predictive Control and energy optimisation in residential building with electric underfloor heating system

Maciej Ławryńczuk, P. Ocłoń, M. Ławryńczuk, 2019, Energy.

Dynamic Matrix Control Algorithm Implementation on ARM Cortex-R5 MCU: Performance Analysis

Maciej Ławryńczuk, Kamil Czerwiński, M. Ławryńczuk, 2018 .

Implementation of Multiple-Input Multiple-Output Dynamic Matrix Control Algorithm for Fast Processes Using Field Programmable Gate Array

Maciej Ławryńczuk, Andrzej Wojtulewicz, Andrzej Wojtulewicz, 2018 .

Nonlinear predictive control for Hammerstein-Wiener systems.

Maciej Ławryńczuk, M. Ławryńczuk, 2015, ISA transactions.

Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation

Maciej Ławryńczuk, M. Ławryńczuk, 2013, ICAISC 2013.

Practical nonlinear predictive control algorithms for neural Wiener models

Maciej Ławryńczuk, M. Ławryńczuk, 2013 .

Nonlinear Predictive Control Based on Least Squares Support Vector Machines Hammerstein Models

Maciej Ławryńczuk, M. Ławryńczuk, 2013, ICANNGA 2013.

On-Line trajectory-based linearisation of neural models for a computationally efficient predictive control algorithm

Maciej Ławryńczuk, M. Ławryńczuk, 2012, ICAISC 2012.

Precise and computationally efficient nonlinear predictive control based on neural wiener models

Maciej Ławryńczuk, M. Ławryńczuk, 2011, ISMIS 2011.

Nonlinear predictive control based on multivariable neural wiener models

Maciej Ławryńczuk, M. Ławryńczuk, 2011, ICANNGA 2011.

Predictive control of a distillation column using a control-oriented neural model

Maciej Ławryńczuk, M. Ławryńczuk, 2011, ICANNGA 2011.

Accuracy and computational efficiency of suboptimal nonlinear predictive control based on neural models

Maciej Ławryńczuk, Maciej Ławryńczuk, M. Ławryńczuk, 2011 .

On-line set-point optimisation and predictive control using neural Hammerstein models

Maciej Ławryńczuk, M. Ławryńczuk, 2011 .

Explicit neural network-based nonlinear predictive control with low computational complexity

Maciej Ławryńczuk, M. Ławryńczuk, 2010 .

Dynamic matrix control algorithm based on interpolated step response neural models

Maciej Ławryńczuk, M. Ławryńczuk, 2010, SOCO 2010.

Neural dynamic matrix control algorithm with disturbance compensation

Maciej Ławryńczuk, M. Ławryńczuk, 2010 .

Suboptimal nonlinear predictive control based on multivariable neural Hammerstein models

Maciej Ławryńczuk, M. Ławryńczuk, 2010, Applied Intelligence.

Explicit Nonlinear Predictive Control of a Distillation Column Based on Neural Models

Maciej Ławryńczuk, M. Ławryńczuk, 2009 .

Computationally efficient nonlinear predictive control based on state-space neural models

Maciej Ławryńczuk, M. Ławryńczuk, 2009 .

Efficient Nonlinear Predictive Control Based on Structured Neural Models

M. Ławryńczuk, 2009 .

A predictive control economic optimiser and constraint governor based on neural models

Maciej Ławryńczuk, M. Ławryńczuk, 2009, ICANNGA'09 2009.

Computationally efficient nonlinear predictive control based on RBF neural multi-models

Maciej Ławryńczuk, M. Ławryńczuk, 2009, ICANNGA'09 2009.

Efficient nonlinear predictive control of a biochemical reactor using neural models

Maciej Ławryńczuk, M. Ławryńczuk, 2009 .

Fault Sensitivity of Explicit DMC and GPC Algorithms

Maciej Ławryńczuk, Piotr M. Marusak, Piotr Gawkowski, 2009 .

Neural Networks in Model Predictive Control

Maciej Ławryńczuk, M. Ławryńczuk, 2009 .

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

Maciej Ławryńczuk, M. Ławryńczuk, 2008 .

Suboptimal Nonlinear Predictive Control Based on Neural Wiener Models

Maciej Ławryńczuk, M. Ławryńczuk, 2008, AIMSA 2008.

Optimising Predictive Control Based on Neural Models

Maciej Ławryńczuk, M. Ławryńczuk, 2008, AIMSA 2008.

Suboptimal Nonlinear Predictive Control with MIMO Neural Hammerstein Models

Maciej Ławryńczuk, M. Ławryńczuk, 2008 .

Piecewise Linear Steady–State Target Optimization for Control Systems with MPC: a Case Study

Piotr Tatjewski, Maciej Ławryńczuk, Piotr M. Marusak, 2008 .

Suboptimal Non-linear Predictive Control Based on MLP and RBF Neural Models with Measured Disturbance Compensation

Maciej Ławryńczuk, Maciej Ławryńczuk, M. Ławryńczuk, 2008 .

Software Implementation of Explicit DMC Algorithm with Improved Dependability

Piotr Tatjewski, Maciej Ławryńczuk, Piotr M. Marusak, 2008 .

Suboptimal nonlinear predictive control with structured neural models

Maciej Ławryńczuk, M. Ławryńczuk, 2007 .

Neural models in computationally efficient predictive control cooperating with economic optimisation

Maciej Ławryńczuk, M. Ławryńczuk, 2007 .

A Family of Model Predictive Control Algorithms With Artificial Neural Networks

M. Ławryńczuk, 2007 .

Wiener Models

M. Ławryńczuk, 2021, Nonlinear Predictive Control Using Wiener Models.

Fast Model Predictive Control of PEM Fuel Cell System Using the L1 Norm

Maciej Ławryńczuk, Robert Nebeluk, M. Ławryńczuk, 2022, Energies.

A Novel Neural Network Model Applied to Modeling of a Tandem-Wing Quadplane Drone

Maciej Ławryńczuk, Michał Okulski, M. Ławryńczuk, 2021, IEEE Access.

MPC Algorithms Using Input-Output Wiener Models

Maciej Ławryńczuk, M. Ławryńczuk, 2021, Nonlinear Predictive Control Using Wiener Models.

Constrained computationally efficient nonlinear predictive control of Solid Oxide Fuel Cell: Tuning, feasibility and performance.

Maciej Ławryńczuk, M. Ławryńczuk, 2020, ISA transactions.

Nonlinear model predictive control based on piecewise linear Hammerstein models

Jian Zhang, Maciej Ławryńczuk, Kwai-Sang Chin, 2018 .

Multilinear model decomposition and predictive control of MIMO two-block cascade systems

Jian Zhang, Maciej Ławryńczuk, Kwai-Sang Chin, 2017 .

Multicriteria Ammonia Plant Assessment for the Advanced Process Control Implementation

Maciej Ławryńczuk, Paweł D. Domański, Krzysztof Dziuba, 2020, IEEE Access.

Forgery Cyber-Attack Supported by LSTM Neural Network: An Experimental Case Study

Krzysztof Cabaj, P. Marusak, Patryk Chaber, 2023, Sensors.

Pruning of recurrent neural models: an optimal brain damage approach

Maciej Ławryńczuk, Patryk Chaber, Patryk Chaber, 2018 .

Computationally Efficient Model Predictive Control Algorithms

Maciej Ławryńczuk, M. Ławryńczuk, 2014 .

GAN Neural Networks Architectures for Testing Process Control Industrial Network Against Cyber-Attacks

Krzysztof Cabaj, P. Marusak, Patryk Chaber, 2023, IEEE Access.

Status and initial physics performance studies of the MPD experiment at NICA

G. S. Averichev, V. G. Komarov, O. Fedin, 2022, European Physical Journal A.

Beyond the quadratic norm: Computationally efficient constrained nonlinear MPC using a custom cost function

Robert Nebeluk, M. Ławryńczuk, 2022, ISA Transactions.

Modelling and predictive control of a neutralisation reactor using sparse support vector machine Wiener models

Maciej Ławryńczuk, M. Ławryńczuk, 2016 .

Initialisation of Optimisation Solvers for Nonlinear Model Predictive Control: Classical vs. Hybrid Methods

Maciej Ławryńczuk, P. Marusak, Patryk Chaber, 2022, Energies.

A New Solar Assisted Heat Pump System with Underground Energy Storage: Modelling and Optimisation

P. Ocłoń, M. Ławryńczuk, Marek Czamara, 2021, Energies.