2025
A method for signal components identification in acoustic signal with non-Gaussian background noise using clustering of data in time-frequency domain Journal Article
In: Applied Acoustics, vol. 230, pp. 110423, 2025.
2024
Influence of α-Stable Noise on the Effectiveness of Non-Negative Matrix Factorization - Simulations and Real Data Analysis Journal Article
In: Electronics, vol. 13, no. 5, pp. 829, 2024.
Enhancement of cyclic spectral coherence map by statistical testing approach—application to bearing faults diagnosis in electric motors Journal Article
In: Measurement Science and Technology, vol. 36, no. 1, pp. 016169, 2024.
3D point cloud regularization method for uniform mesh generation of mining excavations Journal Article
In: ISPRS Journal of Photogrammetry and Remote Sensing, vol. 218, pp. 324–343, 2024.
Semantic segmentation of thermal defects in belt conveyor idlers using thermal image augmentation and U-Net-based convolutional neural networks Journal Article
In: Scientific Reports, vol. 14, no. 1, pp. 5748, 2024.
Comparison of Hexcore and Poly-Hexcore computational meshes in the aspect of air flow modeling based on the actual geometry of mining excavations Proceedings Article
In: IOP Conference Series: Earth and Environmental Science, pp. 012007, IOP Publishing 2024.
Design of structured meshes of mining excavations based on variability trends of real point clouds from laser scanning for numerical airflow modeling Proceedings Article
In: IOP Conference Series: Earth and Environmental Science, pp. 012006, IOP Publishing 2024.
Identification of the oversized rock pieces in hydraulic hammer breaking process based on the scanner data geometry features analysis Proceedings Article
In: IOP Conference Series: Earth and Environmental Science, pp. 012003, IOP Publishing 2024.
Estimating volume of oversized copper ore chunks in an underground mine using a laser scanner and an RGB camera for hammering efficiency assessment Journal Article
In: International Journal of Mining, Reclamation and Environment, vol. 38, no. 4, pp. 324–351, 2024.
2023
Review of Linear Electric Motor Hammers—An Energy-Saving and Eco-Friendly Solution in Industry Journal Article
In: Energies, vol. 16, no. 2, pp. 959, 2023.
Condition Monitoring of Horizontal Sieving Screens - A Case Study of Inertial Vibrator Bearing Failure in Calcium Carbonate Production Plant Journal Article
In: Materials, vol. 16, no. 4, pp. 1533, 2023.
Superpixel-Based Grain Segmentation in Sandstone Thin-Section Journal Article
In: Minerals, vol. 13, no. 2, pp. 219, 2023.
Application of the Methods of Monitoring and Detecting the Belt Mistracking in Laboratory Conditions Journal Article
In: Applied Sciences, vol. 13, no. 4, pp. 2111, 2023.
Porosity Assessment in Geological Cores Using 3D Data Journal Article
In: Energies, vol. 16, no. 3, pp. 1038, 2023.
Analysis of Lidar Actuator System Influence on the Quality of Dense 3D Point Cloud Obtained with SLAM Journal Article
In: Sensors, vol. 23, no. 2, 2023, ISSN: 1424-8220.
Prediction of NOx Emission Based on Data of LHD On-Board Monitoring System in a Deep Underground Mine Journal Article
In: Energies, vol. 16, no. 5, 2023, ISSN: 1996-1073.
Non-negative tensor factorization for vibration-based local damage detection Journal Article
In: Mechanical Systems and Signal Processing, vol. 198, pp. 110430, 2023, ISSN: 0888-3270.
Grain segmentation in sandstone thin-section based on computer analysis of microscopic images Proceedings Article
In: IOP Conference Series: Earth and Environmental Science, pp. 012026, IOP Publishing 2023.
Rotation speed assessment for idlers in belt conveyors using image analysis Proceedings Article
In: IOP Conference Series: Earth and Environmental Science, pp. 012006, IOP Publishing 2023.
Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank Feature Extraction Journal Article
In: IEEE Transactions on Industrial Informatics, 2023.
Identification of fault frequency variation in the envelope spectrum in the vibration-based local damage detection in possible changing load/speed conditions Journal Article
In: Measurement, pp. 113148, 2023.
Assessment of background noise properties in time and time--frequency domains in the context of vibration-based local damage detection in real environment Journal Article
In: Mechanical Systems and Signal Processing, vol. 199, pp. 110465, 2023.
Using long-term condition monitoring data with non-Gaussian noise for online diagnostics Journal Article
In: Mechanical Systems and Signal Processing, vol. 200, pp. 110472, 2023.
Non-Gaussian feature distribution forecasting based on ConvLSTM neural network and its application to robust machine condition prognosis Journal Article
In: Expert Systems with Applications, pp. 120588, 2023.
Advances in Technical Diagnostics II: Proceedings of the 7th International Congress on Technical Diagnostics, ICTD 2022, 14--16 September 2022, Radom, Poland Book
Springer Nature, 2023.
Non-parametric Ensemble Empirical Mode Decomposition for extracting weak features to identify bearing defects Journal Article
In: Measurement, vol. 211, pp. 112615, 2023.
Identification and validation of periodic autoregressive model with additive noise: finite-variance case Journal Article
In: Journal of Computational and Applied Mathematics, vol. 427, pp. 115131, 2023.
On the dynamics of an enhanced coaxial inertial exciter for vibratory machines Journal Article
In: Machines, vol. 11, no. 1, pp. 97, 2023.
Framework for stochastic modelling of long-term non-homogeneous data with non-Gaussian characteristics for machine condition prognosis Journal Article
In: Mechanical Systems and Signal Processing, vol. 184, pp. 109677, 2023.
2022
In: Energies, vol. 15, no. 2, pp. 601, 2022.
Application of Machine Learning Tools for Long-Term Diagnostic Feature Data Segmentation Journal Article
In: Applied Sciences, vol. 12, no. 13, 2022, ISSN: 2076-3417.
In: Energies, vol. 15, no. 17, pp. 6302, 2022.
Measurement of idlers rotation speed in belt conveyors based on image data analysis for diagnostic purposes Journal Article
In: Measurement, vol. 202, pp. 111869, 2022.
Studying the Influence of the Impact Gap Value on the Average Translational Speed of the Wheeled Vibration-Driven Robot Journal Article
In: Engineering Proceedings, vol. 24, no. 1, 2022.
Safe Operation of Underground Mining Vehicles Based on Cyclic Fatigue Monitoring of Powertrains Proceedings Article
In: Structural Integrity and Fatigue Failure Analysis, pp. 283–292, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-91847-7.
Optimization of Wastes Compaction Parameters in Case of Gradual Wear of the Briquetting Press Rolls Proceedings Article
In: Structural Integrity and Fatigue Failure Analysis, pp. 293–302, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-91847-7.
Optimization of the Vibrating Machines with Adjustable Frequency Characteristics Proceedings Article
In: Nonstationary Systems: Theory and Applications, pp. 352–363, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-82110-4.
Optimization of briquetting technology of fine-grained metallurgical materials based on statistical models of compressibility Journal Article
In: Powder Technology, vol. 412, pp. 118025, 2022.
Model-Based Decision Support System for the Blast Furnace Charge of Burden Materials Proceedings Article
In: Nonstationary Systems: Theory and Applications, pp. 340–351, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-82110-4.
Increasing the Durability of Critical Parts in Heavy-Duty Industrial Machines by Deep Cryogenic Treatment Proceedings Article
In: Fatigue and Fracture of Materials and Structures, pp. 127–133, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-97822-8.
Experimental Study of the Rolling Friction Coefficient in Highly Loaded Supports of Rotary Kilns Proceedings Article
In: Structural Integrity and Fatigue Failure Analysis, pp. 267–282, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-91847-7.
Dynamic Analysis of an Enhanced Multi-Frequency Inertial Exciter for Industrial Vibrating Machines Journal Article
In: Machines, vol. 10, no. 2, 2022, ISSN: 2075-1702.
Photocatalysis as a method for reduction of ambient NOx in deep underground mines Journal Article
In: Measurement, vol. 200, pp. 111453, 2022.
Angular Backlashes Monitoring in Heavy Industrial Machines Proceedings Article
In: International Congress on Technical Diagnostics, pp. 212–228, Springer 2022.
Infogram performance analysis and its enhancement for bearings diagnostics in presence of non-Gaussian noise Journal Article
In: Mechanical Systems and Signal Processing, vol. 170, pp. 108764, 2022.
2021
Preliminary sources identification of nitric oxide (NO) emissions in underground mine Journal Article
In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012019, 2021.
Heat Balance Determination Methods for Mining Areas in Underground Mines - A Review Journal Article
In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012011, 2021.
Drill bit deterioration estimation with the Random Forest Regressor Journal Article
In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012013, 2021.
Drill bit state-oriented drilling process classification with time-series data for wheeled drilling rigs Journal Article
In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012010, 2021.
Dynamics control of powered hydraulic roof supports in the underground longwall mining complex Journal Article
In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012014, 2021.