Bartosz Puchalski

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Dynamic Systems

Gaussian Process

Top Venues

Appl. Soft Comput.

Publications

Bartosz Puchalski
Fault detection and diagnostics of complex dynamic systems using Gaussian Process Models - nuclear power plant case study. MMAR (2023)
Krzysztof Laddach, Rafal Langowski, Tomasz A. Rutkowski, Bartosz Puchalski
An automatic selection of optimal recurrent neural network architecture for processes dynamics modelling purposes. CoRR (2023)
Bartosz Puchalski, Tomasz Adam Rutkowski, Jaroslaw Tarnawski, Tomasz Karla
Recurrent Neural Network Based Adaptive Variable-Order Fractional PID Controller for Small Modular Reactor Thermal Power Control. DPS (2022)
Bartosz Puchalski
Neural Approximators for Variable-Order Fractional Calculus Operators (VO-FC). IEEE Access 10 (2022)
Krzysztof Laddach, Rafal Langowski, Tomasz A. Rutkowski, Bartosz Puchalski
An automatic selection of optimal recurrent neural network architecture for processes dynamics modelling purposes. Appl. Soft Comput. 116 (2022)
Bartosz Puchalski, Tomasz A. Rutkowski
Approximation of Fractional Order Dynamic Systems Using Elman, GRU and LSTM Neural Networks. ICAISC (1) (2020)
Bartosz Puchalski, Tomasz A. Rutkowski, Kazimierz Duzinkiewicz
Implementation of the FOPID Algorithm in the PLC Controller - PWR Thermal Power Control Case Study. MMAR (2018)
Bartosz Puchalski, Tomasz A. Rutkowski, Kazimierz Duzinkiewicz
Multi-nodal PWR reactor model - Methodology proposition for power distribution coefficients calculation. MMAR (2016)
Bartosz Puchalski, Tomasz A. Rutkowski, Jaroslaw Tarnawski, Kazimierz Duzinkiewicz
Comparison of tuning procedures based on evolutionary algorithm for multi-region fuzzy-logi PID controller for non-linear plant. MMAR (2015)