Search Results - "Tomilo, Pawel"
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1
Latent Neural Network For Recognition of Annomalies in 3D-Print of a Scale Model for Wind Tunnel Measurements
Published in 2023 IEEE 10th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (19-06-2023)“…The paper concerns a new method of diagnosing and monitoring 3D printing processes based on measurements of kinematic parameters describing the movement of the…”
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Conference Proceeding -
2
Classification of the Condition of Pavement with the Use of Machine Learning Methods
Published in Transport and telecommunication (01-04-2023)“…The publication includes a review of information on the methods of pavement condition recognition using various methods. Measurement system has been presented…”
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Journal Article -
3
Modeling and Machine Learning of Vibration Amplitude and Surface Roughness after Waterjet Cutting
Published in Materials (29-09-2023)“…This study focused on analyzing vibrations during waterjet cutting with variable technological parameters (speed, vfi; and pressure, pi), using a three-axis…”
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4
IMUMETER—A Convolution Neural Network-Based Sensor for Measurement of Aircraft Ground Performance
Published in Sensors (Basel, Switzerland) (10-07-2021)“…The paper presents the development of the IMUMETER sensor, designed to study the dynamics of aircraft movement, in particular, to measure the ground…”
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5
Effect of Architecture and Inference Parameters of Artificial Neural Network Models in the Detection Task on Energy Demand
Published in Energies (Basel) (01-11-2024)“…Artificial neural network models for the task of detection are used in many fields and find various applications. Models of this kind require adequate…”
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6
A new AI-based method for clustering survey responses
Published in Journal of Modern Science (01-12-2023)“…Objectives Many research projects, particularly in social science research, depend on clustering survey responses. When analyzing survey data, traditional…”
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Journal Article -
7
Measurement of aircraft ground roll distance during takeoff and landing on a grass runway
Published in Measurement : journal of the International Measurement Confederation (31-05-2022)“…[Display omitted] •a method for airplane ground roll distance measurement.•airborne, lightweigth and simple instrumentation.•a measurement system consisting of…”
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Journal Article -
8
Measurement Uncertainty of Airplane Takeoff and Landing Method
Published in 2024 11th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (03-06-2024)“…The paper deals with the problem of determining the uncertainty of the aircraft take-off and landing distance measurement using the IMUMETER method. The method…”
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Conference Proceeding -
9
Application of Plasma Actuator with Two Mesh Electrodes to Active Control of Boundary Layer at 50 Hz Power Supply
Published in Advances in science & technology, research journal (2023)“…Numerous studies are conducted to improve the flow in the boundary layer to ensure laminar flow and in particular to increase flight safety. A new solution…”
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10
MODELING THE OPTIMAL MEASUREMENT TIME WITH A PROBE ON THE MACHINE TOOL USING MACHINE LEARNING METHODS
Published in Applied Computer Science (Lublin) (30-06-2024)“…This paper explores the application of various machine learning techniques to model the optimal measurement time required after machining with a probe on CNC…”
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Journal Article -
11
Identification of Fatigue Wear of Compressor Rotor Blade of a General Electric J85 Turbojet Engine
Published in 2024 11th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (03-06-2024)“…The paper concerns research and analysis of the technical condition of turbine engine compressor rotor blades. Elements of this type are subjected to variable…”
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Conference Proceeding -
12
AI-Based Method of Air Traffic Controller Workload Assessment
Published in 2024 11th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (03-06-2024)“…The most troublesome factor in the work of an air traffic controller, which negatively affects the level of safety of air operations, is the uneven and…”
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Conference Proceeding -
13
Aircraft Diagnostics Using Convolutional Neural Networks
Published in 2024 11th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (03-06-2024)“…In this paper we present the application of convolutional neural networks to identify faults in selected aircraft components. The theoretical part of the…”
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Conference Proceeding -
14
IMUMETER - AI-Based Sensor for Airplane Motion Measurements
Published in 2021 IEEE 8th International Workshop on Metrology for AeroSpace (MetroAeroSpace) (23-06-2021)“…The IMUMETER is a name an innovative sensor for measuring motion of any object, originally proposed by the authors. The IMUMETER was developed specifically for…”
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Conference Proceeding -
15
Modeling Material Machining Conditions with Gear-Shaper Cutters with TiN0.85-Ti in Adhesive Wear Dominance Using Machine Learning Methods
Published in Materials (14-11-2024)“…This paper examines the challenges of machining structural alloy steels for carburizing, with a particular focus on gear manufacturing. TiN0.85-Ti coatings…”
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Journal Article