Research

@article{drewnicka2025method,

title = {A method for signal components identification in acoustic signal with non-Gaussian background noise using clustering of data in time-frequency domain},

author = {Anita Drewnicka and Anna Michalak and Radoslaw Zimroz and Anil Kumar and Agnieszka Wylomanska and Jacek Wodecki},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Applied Acoustics},

volume = {230},

pages = {110423},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{michalak2025non,

title = {Non-negative tensor factorization-based dependence map analysis for local damage detection in presence of non-Gaussian noise},

author = {Anna Michalak and Justyna Hebda-Sobkowicz and Anil Kumar and Radoslaw Zimroz and Rafal Zdunek and Agnieszka Wylomanska},

year  = {2025},

date = {2025-01-01},

journal = {Measurement},

pages = {116840},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{michalak2024influence,

title = {Influence of α-Stable Noise on the Effectiveness of Non-Negative Matrix Factorization - Simulations and Real Data Analysis},

author = {Anna Michalak and Rafal Zdunek and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Electronics},

volume = {13},

number = {5},

pages = {829},

publisher = {MDPI},

keywords = {Non-negative matrix factorization, SHENG, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{michalak2024enhancement,

title = {Enhancement of cyclic spectral coherence map by statistical testing approach—application to bearing faults diagnosis in electric motors},

author = {Anna Michalak and Justyna Hebda-Sobkowicz and Jacek Wodecki and Krzysztof Szabat and Marcin Wolkiewicz and Sebastien Weisse and Jerome Valire and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Measurement Science and Technology},

volume = {36},

number = {1},

pages = {016169},

publisher = {IOP Publishing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dkabek20243d,

title = {3D point cloud regularization method for uniform mesh generation of mining excavations},

author = {Przemyslaw Dabek and Jacek Wodecki and Paulina Kujawa and Adam Wroblewski and Arkadiusz Macek and Radoslaw Zimroz},

year  = {2024},

date = {2024-01-01},

journal = {ISPRS Journal of Photogrammetry and Remote Sensing},

volume = {218},

pages = {324–343},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{siami2024semantic,

title = {Semantic segmentation of thermal defects in belt conveyor idlers using thermal image augmentation and U-Net-based convolutional neural networks},

author = {Mohammad Siami and Tomasz Barszcz and Jacek Wodecki and Radoslaw Zimroz},

year  = {2024},

date = {2024-01-01},

journal = {Scientific Reports},

volume = {14},

number = {1},

pages = {5748},

publisher = {Nature Publishing Group UK London},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dabek2024estimating,

title = {Estimating volume of oversized copper ore chunks in an underground mine using a laser scanner and an RGB camera for hammering efficiency assessment},

author = {Przemyslaw Dabek and Paulina Kujawa and Adam Wroblewski and Radoslaw Zimroz and Pavlo Krot and Dariusz Janik},

year  = {2024},

date = {2024-01-01},

journal = {International Journal of Mining, Reclamation and Environment},

volume = {38},

number = {4},

pages = {324–351},

publisher = {Taylor & Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wroblewski2023review,

title = {Review of Linear Electric Motor Hammers—An Energy-Saving and Eco-Friendly Solution in Industry},

author = {Adam Wroblewski and Pavlo Krot and Radoslaw Zimroz and Timo Mayer and Jyri Peltola},

year  = {2023},

date = {2023-01-01},

journal = {Energies},

volume = {16},

number = {2},

pages = {959},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wodecki2023condition,

title = {Condition Monitoring of Horizontal Sieving Screens - A Case Study of Inertial Vibrator Bearing Failure in Calcium Carbonate Production Plant},

author = {Jacek Wodecki and Pavlo Krot and Adam Wroblewski and Krzysztof Chudy and Radoslaw Zimroz},

url = {https://www.mdpi.com/1996-1944/16/4/1533},

doi = {10.3390/ma16041533},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Materials},

volume = {16},

number = {4},

pages = {1533},

publisher = {MDPI},

keywords = {condition monitoring, local damage detection, sieving screen, Vibrating Screens, Vibration, vibration data, vibration signal},

pubstate = {published},

tppubtype = {article}

}

@article{dabek2023superpixel,

title = {Superpixel-Based Grain Segmentation in Sandstone Thin-Section},

author = {Przemyslaw Dabek and Krzysztof Chudy and Izabella Nowak and Radoslaw Zimroz},

year  = {2023},

date = {2023-01-01},

journal = {Minerals},

volume = {13},

number = {2},

pages = {219},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dkabek2023application,

title = {Application of the Methods of Monitoring and Detecting the Belt Mistracking in Laboratory Conditions},

author = {Przemyslaw Dabek and Adam Wroblewski and Jacek Wodecki and Piotr Bortnowski and Maksymilian Ozdoba and Robert Krol and Radoslaw Zimroz},

url = {https://www.mdpi.com/2076-3417/13/4/2111},

doi = {10.3390/app13042111},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Applied Sciences},

volume = {13},

number = {4},

pages = {2111},

publisher = {MDPI},

keywords = {Conveyor Belt, image analysis, mistracking},

pubstate = {published},

tppubtype = {article}

}

@article{kujawa2023porosity,

title = {Porosity Assessment in Geological Cores Using 3D Data},

author = {Paulina Kujawa and Krzysztof Chudy and Aleksandra Banasiewicz and Kacper Le'sny and Radosław Zimroz and Fabio Remondino},

year  = {2023},

date = {2023-01-01},

journal = {Energies},

volume = {16},

number = {3},

pages = {1038},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{s23020721,

title = {Analysis of Lidar Actuator System Influence on the Quality of Dense 3D Point Cloud Obtained with SLAM},

author = {Paweł Trybała and Jarosław Szrek and Błażej Dębogórski and Bartłomiej Ziętek and Jan Blachowski and Jacek Wodecki and Radosław Zimroz},

doi = {10.3390/s23020721},

issn = {1424-8220},

year  = {2023},

date = {2023-01-01},

journal = {Sensors},

volume = {23},

number = {2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{en16052149,

title = {Prediction of NOx Emission Based on Data of LHD On-Board Monitoring System in a Deep Underground Mine},

author = {Aleksandra Banasiewicz and Paweł Śliwiński and Pavlo Krot and Jacek Wodecki and Radosław Zimroz},

doi = {10.3390/en16052149},

issn = {1996-1073},

year  = {2023},

date = {2023-01-01},

journal = {Energies},

volume = {16},

number = {5},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{GABOR2023110430,

title = {Non-negative tensor factorization for vibration-based local damage detection},

author = {Mateusz Gabor and Rafal Zdunek and Radoslaw Zimroz and Jacek Wodecki and Agnieszka Wylomanska},

doi = {https://doi.org/10.1016/j.ymssp.2023.110430},

issn = {0888-3270},

year  = {2023},

date = {2023-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {198},

pages = {110430},

keywords = {bearings, fault detection, Non-negative matrix factorization, Non-negative tensor factorization, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{gabor2023bearing,

title = {Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank Feature Extraction},

author = {Mateusz Gabor and Rafal Zdunek and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Industrial Informatics},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kuzio2023identification,

title = {Identification of fault frequency variation in the envelope spectrum in the vibration-based local damage detection in possible changing load/speed conditions},

author = {Daniel Kuzio and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2023},

date = {2023-01-01},

journal = {Measurement},

pages = {113148},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{skowronek2023assessment,

title = {Assessment of background noise properties in time and time--frequency domains in the context of vibration-based local damage detection in real environment},

author = {Katarzyna Skowronek and Tomasz Barszcz and Jerome Antoni and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2023},

date = {2023-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {199},

pages = {110465},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{shiri2023using,

title = {Using long-term condition monitoring data with non-Gaussian noise for online diagnostics},

author = {Hamid Shiri and Pawel Zimroz and Jacek Wodecki and Agnieszka Wylomanska and Radoslaw Zimroz and Krzysztof Szabat},

year  = {2023},

date = {2023-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {200},

pages = {110472},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{szarek2023non,

title = {Non-Gaussian feature distribution forecasting based on ConvLSTM neural network and its application to robust machine condition prognosis},

author = {Dawid Szarek and Ireneusz Jablonski and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2023},

date = {2023-01-01},

journal = {Expert Systems with Applications},

pages = {120588},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kumar2023non,

title = {Non-parametric Ensemble Empirical Mode Decomposition for extracting weak features to identify bearing defects},

author = {Anil Kumar and Yaakoub Berrouche and Radoslaw Zimroz and Govind Vashishtha and Sumika Chauhan and CP Gandhi and Hesheng Tang and Jiawei Xiang},

year  = {2023},

date = {2023-01-01},

journal = {Measurement},

volume = {211},

pages = {112615},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zulawinski2023identification,

title = {Identification and validation of periodic autoregressive model with additive noise: finite-variance case},

author = {Wojciech Zulawinski and Aleksandra Grzesiek and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2023},

date = {2023-01-01},

journal = {Journal of Computational and Applied Mathematics},

volume = {427},

pages = {115131},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gurskyi2023dynamics,

title = {On the dynamics of an enhanced coaxial inertial exciter for vibratory machines},

author = {Volodymyr Gurskyi and Vitaliy Korendiy and Pavlo Krot and Radoslaw Zimroz and Oleksandr Kachur and Nadiia Maherus},

year  = {2023},

date = {2023-01-01},

journal = {Machines},

volume = {11},

number = {1},

pages = {97},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zulawinski2023framework,

title = {Framework for stochastic modelling of long-term non-homogeneous data with non-Gaussian characteristics for machine condition prognosis},

author = {Wojciech Zulawinski and Katarzyna Maraj-Zygmat and Hamid Shiri and Agnieszka Wylomanska and Radoslaw Zimroz},

year  = {2023},

date = {2023-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {184},

pages = {109677},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dabek2022automatic,

title = {An Automatic Procedure for Overheated Idler Detection in Belt Conveyors Using Fusion of Infrared and RGB Images Acquired during UGV Robot Inspection},

author = {Przemyslaw Dabek and Jaroslaw Szrek and Radoslaw Zimroz and Jacek Wodecki},

url = {https://doi.org/10.3390/en15020601},

doi = {10.3390/en15020601},

year  = {2022},

date = {2022-01-14},

urldate = {2022-01-14},

journal = {Energies},

volume = {15},

number = {2},

pages = {601},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {AMICOS, Analytics, bearings, condition monitoring, damge, Diagnostics, fault detection, Measurements, Mining, mobile robot, Processing, Remote sensing, Robotics, Temperature, thermal hazard},

pubstate = {published},

tppubtype = {article}

}

@article{app12136766,

title = {Application of Machine Learning Tools for Long-Term Diagnostic Feature Data Segmentation},

author = {Forough Moosavi and Hamid Shiri and Jacek Wodecki and Agnieszka Wyłomańska and Radoslaw Zimroz},

url = {https://www.mdpi.com/2076-3417/12/13/6766},

doi = {10.3390/app12136766},

issn = {2076-3417},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Applied Sciences},

volume = {12},

number = {13},

keywords = {condition monitoring, Heavy-tailed Distributions, Machine Learning, Modeling, MOIRA, Predicon, statistical analysis, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{wroblewski2022method,

title = {A Method for Large Underground Structures Geometry Evaluation Based on Multivariate Parameterization and Multidimensional Analysis of Point Cloud Data},

author = {Adam Wroblewski and Jacek Wodecki and Pawel Trybala and Radoslaw Zimroz},

url = {https://www.mdpi.com/1996-1073/15/17/6302},

doi = {10.3390/en15176302},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Energies},

volume = {15},

number = {17},

pages = {6302},

publisher = {MDPI},

keywords = {AMICOS, Spatial analysis, underground mining},

pubstate = {published},

tppubtype = {article}

}

@article{dkabek2022measurement,

title = {Measurement of idlers rotation speed in belt conveyors based on image data analysis for diagnostic purposes},

author = {Przemyslaw Dabek and Pavlo Krot and Jacek Wodecki and Pawel Zimroz and Jaroslaw Szrek and Radoslaw Zimroz},

url = {https://www.mdpi.com/2673-4591/24/1/25},

doi = {10.3390/IECMA2022-12897},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Measurement},

volume = {202},

pages = {111869},

publisher = {Elsevier},

keywords = {condition monitoring, Conveyor Belt, image analysis, indoor navigation, inspection, mobile robot, Robotics},

pubstate = {published},

tppubtype = {article}

}

@article{Korendiy2022robot,

title = {Studying the Influence of the Impact Gap Value on the Average Translational Speed of the Wheeled Vibration-Driven Robot},

author = {Vitaliy Korendiy and Oleksandr Kachur and Volodymyr Gurskyi and Pavlo Krot},

url = {https://www.mdpi.com/2673-4591/24/1/25},

doi = {10.3390/IECMA2022-12897},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Engineering Proceedings},

volume = {24},

number = {1},

keywords = {AMICOS, condition monitoring, mobile robot, Robotics},

pubstate = {published},

tppubtype = {article}

}

@article{Khudyakov2022optimization,

title = {Optimization of briquetting technology of fine-grained metallurgical materials based on statistical models of compressibility},

author = {Alexander Khudyakov and Sergii Vashchenko and Kostiantyn Baiul and Yurii Semenov and Pavlo Krot},

doi = {10.1016/j.powtec.2022.118025},

year  = {2022},

date = {2022-01-01},

journal = {Powder Technology},

volume = {412},

pages = {118025},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gursky2022enhanced,

title = {Dynamic Analysis of an Enhanced Multi-Frequency Inertial Exciter for Industrial Vibrating Machines},

author = {Volodymyr Gursky and Pavlo Krot and Vitaliy Korendiy and Radoslaw Zimroz},

doi = {10.3390/machines10020130},

issn = {2075-1702},

year  = {2022},

date = {2022-01-01},

journal = {Machines},

volume = {10},

number = {2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{banasiewicz2022photocatalysis,

title = {Photocatalysis as a method for reduction of ambient NOx in deep underground mines},

author = {Aleksandra Banasiewicz and Anna Janicka and Anna Michalak and Radosław Włostowski},

year  = {2022},

date = {2022-01-01},

journal = {Measurement},

volume = {200},

pages = {111453},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{hebda2022infogram,

title = {Infogram performance analysis and its enhancement for bearings diagnostics in presence of non-Gaussian noise},

author = {Justyna Hebda-Sobkowicz and Radoslaw Zimroz and Agnieszka Wylomanska and Jerome Antoni},

year  = {2022},

date = {2022-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {170},

pages = {108764},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Banasiewicz2021,

title = {Preliminary sources identification of nitric oxide (NO) emissions in underground mine},

author = {Aleksandra Banasiewicz and Adam Wroblewski and Sebastian Gola},

url = {https://doi.org/10.1088/1755-1315/942/1/012019},

doi = {10.1088/1755-1315/942/1/012019},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012019},

publisher = {IOP Publishing},

keywords = {gas hazard, mine ventilation, nitric oxide, NO, underground mining},

pubstate = {published},

tppubtype = {article}

}

@article{Wrblewski2021,

title = {Heat Balance Determination Methods for Mining Areas in Underground Mines - A Review},

author = {Adam Wroblewski and Aleksandra Banasiewicz and Sebastian Gola},

url = {https://doi.org/10.1088/1755-1315/942/1/012011},

doi = {10.1088/1755-1315/942/1/012011},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012011},

publisher = {IOP Publishing},

keywords = {heat balance, mine ventilation, thermal hazard, underground mining},

pubstate = {published},

tppubtype = {article}

}

@article{Gralczyk2021,

title = {Drill bit deterioration estimation with the Random Forest Regressor},

author = {Mateusz Goralczyk and Anna Michalak and Pawel Sliwinski},

url = {https://doi.org/10.1088/1755-1315/942/1/012013},

doi = {10.1088/1755-1315/942/1/012013},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012013},

publisher = {IOP Publishing},

keywords = {drilling rig, Machine Learning, prediction, process performance, Random Forest Regressor, SafeMe4Mine},

pubstate = {published},

tppubtype = {article}

}

@article{Zitek2021,

title = {Drill bit state-oriented drilling process classification with time-series data for wheeled drilling rigs},

author = {Bartlomiej Zietek and Jacek Wodecki and Anna Michalak and Pawel Sliwinski},

url = {https://doi.org/10.1088/1755-1315/942/1/012010},

doi = {10.1088/1755-1315/942/1/012010},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012010},

publisher = {IOP Publishing},

keywords = {classification, dendrogram, SafeMe4Mine, threshold-based segmentation, underground drilling},

pubstate = {published},

tppubtype = {article}

}