MM Science Journal, October 2025

ANALYSIS OF THE INFLUENCE OF ARC LENGTH AND DYNAMICS CORRECTION ON THE DIMENSIONAL CHARACTERISTICS OF WELD OVERLAYS USING THE DOE METHOD

Milan Maronek, Bohdan Savytskyi, Jozef Barta, Janette Kotianova
Keywords: WAAM | DOE | Arc length | Dynamics correction | Dimensional characteristics

Wire Arc Additive Manufacturing (WAAM) is an arc-based additive manufacturing process used for the layer-wise fabrication of metallic components. The used process parameters significantly affect process stability, deposition quality, and surface integrity of the manufactured parts. Welding power source manufacturers allow some of the process parameters to be corrected, but they do not quantify these cor (…)

HYDRODYNAMIC EROSION OF COPPER WITH DIFFERENT GRAIN SIZES

ALICE CHLUPOVA, JAKUB POLOPRUDSKY, AKASH NAG, GABRIEL STOLARIK
Keywords: pulsating water jet | copper erosion | grain size | annealing | electron microscopy | Fractography

The evolution of water droplet erosion on copper with varying grain sizes altered by heat treatment was investigated. An ultrasonically driven pulsating water jet was employed as a droplet generator. The water jet treatment was performed at a frequency of 40 kHz using two levels of supply pressure of 20 and 30 MPa. The measurements of removed volume and achieved depth show a critical interplay between d (…)

ANALYSIS OF THE SURFACE OF MICRO EDM HOLES

CHIARA RAVASIO, GIUSEPPE PELLEGRINI, LORENZO NANI, MATTIA LOCATELLI, SERGIO LORENZI
Keywords: micro-EDM | micro-drilling | surface modification | material deposition | Process Parameters | tungsten carbide electrode

In micro EDM drilling, particular attention should be made to characterize the hole not only from a macro and micro geometric point of view but also as regards the integrity of the internal surface of the hole. The analysis of the internal surface of micro EDM holes is the aim of this paper. Micro holes were executed on the interface line of two coupled titanium sheets in order to have free access to th (…)

EXPLAINABLE ARTIFICIAL INTELLIGENCE IN ADDITIVE MANUFACTURING: A SYSTEMATIC REVIEW ON METHOD CONVERGENCE AND ASSESSMENT OF STANDARDIZATION GAPS

QUOC THANH NGUYEN, THANH-CONG TRUONG, THANH PHONG NGUYEN, THANH-NAM TRAN, JAKUB MESICEK, MAREK PAGAC
Keywords: Explainable Artificial Intelligence | XAI | additive manufacturing | 3D printing | Interpretable Machine Learning | Transparency in AI

Additive manufacturing has revolutionized production capabilities across industries, yet quality assurance and process optimization remain significant challenges due to complex, multi-parameter interactions. Explainable Artificial Intelligence (XAI) offers potential solutions by providing interpretable insights into manufacturing processes, though its systematic application remains fragmented. Neverthel (…)

PHYSICS-INFORMED MACHINE LEARNING FOR MULTI-OBJECTIVE OPTIMIZATION IN ADDITIVE MANUFACTURING: A DATA-EFFICIENT APPROACH

THANH-CONG TRUONG, HUYNH NGOC THANH TRUNG, THANH-THAO MAI, THANH-TAM MAI, VINH TRUONG HOANG, QUOC-PHU MA
Keywords: additive manufacturing | fused deposition modelling | Artificial Intelligence | Machine Learning | Feature Engineering

Additive manufacturing (AM) quality control relies on empirical approaches due to complex process-property relationships. While machine learning (ML) offers promising solutions, most approaches treat parameters independently without leveraging thermomechanical principles governing the properties of the printed materials. This is essential for understanding the behaviour of fused deposition modelling (FD (…)

EFFECT OF SELECTED PARAMETERS ON FDM-HIGH-SPEED 3D PRINTED SPECIMEN PROPERTIES

JAKUB KRUZLIAK, LADISLAV MOROVIC, MAROS MARTINKOVIC, JANA SUGAROVA
Keywords: additive manufacturing | FDM | nozzle temperature | Print Speed | high-speed 3D printing | PLA | HS-PLA | mechanical properties | tensile force | layer adhesion

The paper investigates the influence of nozzle temperature (190 and 230 °C) and print speed (50, 100, 150, 200, 250 and 300 mm/s) on the tensile force of polylactic acid (PLA) and high-speed PLA (HS-PLA) test specimens fabricated via additive manufacturing method Fused Deposition Modelling (FDM). Results show that PLA test specimens printed at 230 °C exhibits tensile forces up to 2000 N, over three time (…)

ACCURACY OF DRAWN SEAMLESS STEEL TUBES MANUFACTURED UNDER REAL MASS-PRODUCTION CONDITIONS

AUGUSTIN GOROG, LADISLAV MOROVIC
Keywords: cold-drawn seamless precision steel tubes | accuracy | outer diameter | inner diameter | wall thickness | concentricity | roundness

This paper focuses on assessing the dimensional and geometric accuracy of cold-drawn seamless precision steel tubes manufactured under real mass-production conditions. The primary objective of the research was to determine the variability of key dimensional parameters (outer diameter (OD), inner diameter (ID) and wall thickness (WT)) and geometric parameters (concentricity and roundness) along the full (…)

ADAPTIVE PATH CONTROL IN TANGENTIAL MICROMACHINING: A FEASIBILITY STUDY WITH USP LASER

ADAM CERMAK, MARTIN NOVAK, PETR MASEK, PAVEL ZEMAN
Keywords: Tangential machining | USP laser | adaptive control | Angle of incidence

Tangential laser micromachining with ultra-short pulses offers high precision and is increasingly used for forceless machining of hard materials, especially in medical, watchmaking, and microtool applications. However, existing machining strategies often fail to maintain effective cutting conditions across varying workpiece dimensions. This preliminary study introduces an adaptive path control (APC) app (…)

ARTIFICIAL NEURAL NETWORKS: FROM MATHEMATICAL MODELS TO BIOLOGICALLY INSPIRED SELF-ORGANIZING SYSTEMS

VIKTOR YU. TRUBITSIN, ZUZANA SAGOVA, IVAN ZAJACKO, ALEKSANDR I. KORSHUNOV
Keywords: Artificial Neural Networks | Spiking neural networks | Biological neuroplasticity | Dendritic computations | Self-organizing systems | Neuromorphic computing

This paper provides a comprehensive analysis of the evolutionary development of artificial neural networks (ANNs) through the lens of three key generations: from simple perceptrons to modern spiking neural networks (SNNs) and prospective biophysical models. Particular attention is paid to a critical comparison of artificial systems with their biological prototypes, identifying the fundamental limitation (…)

ARC WELDING OF DISSIMILAR STAINLESS STEEL FILLET WELDS

MATUS GELATKO, RADOSLAV VANDZURA, BRANISLAV VASKOVIC, FRANTISEK BOTKO, MICHAL HATALA, SVETLANA RADCHENKO
Keywords: fusion welding | MAG welding | GMAW welding | additive manufacturing | selective laser melting | 316L

The fusion welding of additively manufactured (AM) materials in the important issue for their reliable application within the structures, which demands the conduction of related research. The paper is focused on a testing of Metal Active Gas (MAG) welding of conventionally manufactured (CM) and AM stainless steel 316L (Selective Laser Melting - SLM). The main objective is the examination of the weldabil (…)

THE CONCEPT OF A MECHANISM FOR THE FORMATION OF BIMETALLIC STRUCTURES

MILAN SAGA, VYACHESLAV B. DEMENTYEV, ALEKSANDR I. KORSHUNOV, MILAN VASKO, VLADIMIR P. KORETSKII, PAVOL BOZEK
Keywords: Activation energy | Diffusivity coefficient | Bimetallic alloys | Interatomic potential

The paper describes an approach to the activation energy and diffusivity calculation concept for the formation of bimetallic structures, which is based on the interatomic potential idea. A comparative analysis of the computed values obtained with the proposed model and the real data for a range of metals has been carried out, which demonstrates and confirms the accuracy and validity of the model, which (…)

THE TRANSFORMATIVE LANDSCAPE OF ARTIFICIAL INTELLIGENCE AND THE IMPERATIVES OF GOVERNANCE: A FORESIGHT APPROACH TO EMERGING OPPORTUNITIES AND THREATS

MORTEZA RAJABZADEH, TIBOR KRENICKY, BRANISLAV PITEL
Keywords: Artificial Intelligence | Foresight | Participatory Governance | Policy-making | sustainable development | Digital Justice | Opportunities and Threats

This study adopts a foresight approach to examine the transformations brought about by Artificial Intelligence (AI) and their social, cultural, and institutional implications in Iran. The primary aim is to address three key questions: the opportunities AI presents for enhancing quality of life and social development; the threats and harms arising from the unregulated expansion of this technology; and th (…)

THE ISSUE OF DETERMINING THE LOCKING FORCE OF A HPDC MACHINE

DAYNIER ROLANDO DELGADO SOBRINO, JAN MAJERNIK, DANIEL KUCERKA, MAJERNIKOVA MICHAELA, PETER KOSTAL, MARTIN PODARIL
Keywords: HPDC | Locking Force | Moment of Forces | Twisting couple | Gas Entrapment

In the high-pressure die casting machines, the locking force is a parameter that determines the size of the machine. For the safe operation of the machines, it is necessary that the die is locked perfectly, which ensures compliance with the dimensional tolerances of the cast and prevents metal from spraying out of the parting plane. The submitted contribution is devoted to the issue determining the adeq (…)

VERIFICATION OF THE MICROSCOPE CALIBRATION RULER

DMYTRO MALAKHOV, TATIANA KELEMENOVA, MIROSLAV DOVICA
Keywords: calibration | measuring microscope | calibration ruler | standard

The article deals with the methodology of verification of the calibration ruler for the microscope. These calibration rulers are used for the calibration of measuring microscopes and are therefore always supplied without a calibration protocol. However, it is necessary to find a way to determine the measurement uncertainty when using a measuring microscope.

TRIPLE PARALLELOGRAM ROBOTIC EDUCATIONAL MODEL

BOHDAN FETSO, MICHAL KELEMEN, IVAN VIRGALA, ĽUBICA MIKOVA, ERIK PRADA, MARTIN VARGA, PETER JAN SINCAK, LEO BRADA, ROBERT RAKAY
Keywords: Robot | parallelogram | Kinematics | Simulation | manipulator

The article deals with the design of an educational robot consisting of three parallelogram mechanisms. Such a type of robot automatically ensures the parallelism of the end point position with the initial end point position. This is important, for example, when manipulating loose or liquid materials. A simulation model is solved and subsequently a hardware prototype is created for experimental work by (…)

ENERGY ABSORPTION CHARACTERISTICS AND DEFORMATION PATTERNS IN FIBERGLASS FILLED CRASH BOX UNDER QUASI STATIC LOADING

DR. WIDJANARKO, MOCH. AGUS CHOIRON, ANINDITO PURNOWIDODO, YUDY SURYA IRAWAN
Keywords: Fiberglass filled crash box | specific energy absorption | filler height | perforation diameter | quasi static | crashworthiness

This study investigates the crashworthiness of fiberglass filled crash box under quasi-static loading by varying filler height and central hole diameter. The crash box specimens consisted of 1.8 and 2.2 mm thick aluminum tubes with an outer diameter of 76 mm, filled with fiberglass. The fiberglass fillers were prepared in four height configurations: 30 mm, 60 mm, 90 mm, and 120 mm. To investigate the ef (…)

EXPERIMENTAL SYSTEM FOR MEASURING THE BENDING STIFFNESS OF SOFT ACTUATORS BASED ON SERVO DRIVES

MARTIN KONDRAT, MICHAL DUHANCIK, KAMIL ZIDEK, JAN PITEL, ALEXANDER HOSOVSKY
Keywords: Soft Actuators | stiffness measurement | strain gauge sensor | Control Systems | robotics | adaptive automation

This article deals with the design, construction, and testing of a new system for measuring the stiffness of soft actuators. These actuators move similarly to living organisms using flexible materials and internal pressure. The study presents a comprehensive method that combines sensors, actuators, and control systems to measure the force developed when the actuator is bent or stretched. Much of the wor (…)

DEVELOPMENT OF MATHEMATICAL MODELS DESCRIBING THE PROCESS OF FRICTION AND WEAR OF META-ARAMID

ANTON PANDA, ANTON KLYMENKO, VOLODYMYR ANISIMOV, KOSTIANTYN DYADYURA
Keywords: mathematical model | coating | tribological | Meta-aramid | Approximation | Equation | load | filler | coefficient of friction | Mass wear

The study aims to describe the properties of heat-resistant coatings of tribological purpose based on meta-aramid and obtain mathematical models, that will provide simple usage of this data. These are results of experiments that show the dependencies of coefficient of friction and mass wear on two factors: load and filler content. All the experimental data is obtained for such filler materials: boron ni (…)

KINEMATIC ANALYSIS AND TRAJECTORY PLANNING OF A TWO-LINK SCARA ROBOT

PATRIK SARGA, INGRID DELYOVA, DARINA HRONCOVA
Keywords: SCARA robot | two-link manipulator | computer simulation | Matlab | Kinematics | inverse solution | forward solution | trajectory

This paper presents a comprehensive kinematic analysis of a two-link SCARA-type manipulator, focusing on the trajectory planning of its end-effector along a circular path. Using the FANUC SR-3iA/U as a reference platform, both inverse and forward kinematics were analyzed, with MATLAB simulations performed to generate smooth motion profiles based on fifth-order polynomial interpolation. The results demon (…)