MM Science Journal, December 2025

A HYBRID APPROACH FOR OPTIMAL AND COMPACT DESIGN OF A COST-EFFECTIVE MAGNETIC ACTUATOR FOR INDUSTRIAL APPLICATIONS

Rakesh Verma, D. S. Srinivasu
Keywords: Magnetic actuator | chatter | Genetic Algorithm

Cutting tools with high length-to-diameter ratios used in internal turning often experience chatter due to increased compliance. To ensure stable machining, active damping methods using hydraulic-, piezoelectric-, magneto-strictive-, electromagnetic- actuators are explored earlier. Magnetic actuators stand out for their cost-effectiveness, manufacturability, and wide bandwidth. However, their bulky desi (…)

PROCESS PLANNING FOR HIGH-SPEED COIL-FED LASER CUTTING WITH TWO LASER HEADS

A. Delgadillo, A. Liakh, S. Deryugin, J. Figueras, D. Plakhotnik
Keywords: laser cutting | coil | process planning | digital toolchain | CAD/CAM

Coil-fed laser cutting is widely used for mass production in various industries. Using metal coils instead of metal sheets can not only streamline the feeding of the stock material into the workspace of laser cutting machines but also allow enlarging the size of the coil fed to the laser cutting machine to a virtually unlimited dimension. Practically, this is achieved by implementing machine designs tha (…)

IMPACT OF CRYOGENIC MILLING ON TOOL LIFE AND SURFACE INTEGRITY

A. Fersi, A. Yessine, L. Bruno, G. Guenael
Keywords: Cryogenic Machining | titanium | tool life | tool wear | surface integrity

The machining of titanium alloys is associated with high temperature levels which result in rapid tool wear and poor surface integrity. To overcome this issue, cooling the cutting zone has emerged as a solution. This study evaluates the impact of different cooling/lubrication techniques on tool life, tool wear, and surface integrity during the milling of Ti-6Al-4V. The results show that using LCO2 and M (…)

SIMULATION OF 5-AXIS MILLING SURFACE MORPHOLOGY USING BALL NOSE CUTTER

A. Rahmani, J. Qian, S. Castagne
Keywords: 5-axis milling | CAM | CLSF data | Surface morphology

The prediction of milled surface morphology in CAM software typically overlooks the interactions between the workpiece and tool, resulting in an approximate prediction of surface morphology. This study intends to enhance the prediction accuracy by simulating the actual cutting edge motion in 5-axis ball-end milling to overcome the limitations for applications requiring accurate surface morphology predic (…)

MULTI-SENSOR MONITORING OF WHEEL WEAR DURING CBN GRINDING OF CRANKSHAFT STEEL

C. Salame, P. Hoier, P. Krajnik, A. Malakizadi
Keywords: acoustic emission | wear monitoring | process optimisation | grinding

Monitoring grinding wheel wear is crucial for optimising dressing intervals and workpiece surface integrity. Grindability tests were conducted on a through-hardened, micro-alloyed C38 steel, using a multi-sensor approach to analyse forces and acoustic emission (AE) under varying grinding aggressiveness and wheel micro-topographies. The acquired data enabled the identification of features sensitive to wh (…)

NEURAL NETWORKS FOR SIMULATED MICRO-FEATURE EVALUATION AND CLASSIFICATION

R. Bejjani, C. AlLabaky
Keywords: Ultrasonic Vibration Assisted Turning | Artificial Neural Networks | GoogleNet

In recent years, advanced manufacturing has gained traction, particularly in the microscale industries, to enhance material properties. The creation of micro-textures and achieving precise accuracy at the microscale are crucial for the performance of modern devices. In this paper, a method of facilitating these measures will be presented with the integration of Artificial Neural Networks (ANNs) to find (…)

STATE-DEPENDENT REGENERATIVE STABILITY-CONSTRAINED REINFORCEMENT LEARNING OPTIMIZATION FOR MACHINING EFFICIENCY IN ROBOTIC MILLING

Si Hao Mao, Songtao Ye, Yanru Jiang, Xiaojian Zhang, Sijie Yan, Han Ding
Keywords: State-dependent regenerative stability | Machining efficiency | DDPG | Robotic milling

Improving robotic milling efficiency enhances productivity and reduces costs. While feed rate and spindle speed critically influence efficiency, chatter instability complicates their optimization. Existing stability constraints ignore state-dependent regenerative mechanisms, while the nonlinear effects of feed further complicate optimization. Although adjusting the robotic configuration improves stabili (…)

EXPERIMENTAL BURR ANALYSIS FOR TI-6AL-4V DRILLING APPLICATION

B. DEBARD, M. CHERIF, P. A. REY
Keywords: Drilling process | Burr formation | Ti-6Al-4V | cutting force | tool geometry | EBSD

To improve aerostructures assembly processes, aircraft manufacturers want to implement a One-Way Assembly strategy that eliminates the disassembly, cleaning and deburring phases currently required. Implementing this innovative strategy represents major technical challenges, including the management of burr formation at stack interfaces, as they have a negative impact on the assemblies’ fatigue strength. (…)

RESEARCH ON CHATTER DETECTION FOR THIN-WALLED WORKPIECE MACHINING BASED ON META-REINFORCEMENT AND HYBRID DEEP CONVOLUTIONAL NEURAL NETWORK

Yongliang LU, Jun Zhao, Xujie Tang, Shihua Zhang
Keywords: Chatter detection | Artificial intelligence (AI) | Deep Learning | HDCNN

Cutting chatter is a common phenomenon during metal cutting operations, which can severely impair the surface integrity of machined components and reduce overall production efficiency. Therefore, the precise detection of chatter during the cutting process is of critical importance. In recent years, the widespread integration of artificial intelligence (AI) techniques into chatter detection has led to sa (…)

RESIDUAL STRESS EVOLUTION IN DRY SINGLE CUTTING-EDGE BROACHING OF INCONEL 718: IMPACT OF FILLET RADIUS AND UNDERLYING MECHANISMS

Cristian Perez-Salinas, Jose Perez-Ruiz, L. Norberto Lopez de Lacalle, Pablo Fernandez-Lucio
Keywords: surface integrity | residual stress | Nickel based superalloys | Broaching process | Cutting-edge radius

This study investigates the effect of cutting-edge radius on surface integrity during dry broaching of Inconel 718 at 20 m/min. Experiments and simulations were used to analyse the effect of cutting radius and rise per tooth (RPT) on residual stresses using X-ray diffraction (EDX) and hole drilling, supplemented by Vickers microhardness and SEM. The results show that radii greater than 15µm produce a cr (…)

EXPERIMENTAL INVESTIGATION OF CRYOGENIC INTERNAL COOLING WITH COMPARATIVE ANALYSIS FOR DIFFERENT SPINDLE CONCEPTS IN MACHINING

T. Meier, J. Stimpfig, N. Hanenkamp
Keywords: Cryogenic Cooling | Spindle integration | Machining

The increasing demand for work pieces made out of difficult-to-machine materials and for high performance machining parameters, as well as stricter environmental requirements, are driving the machining industry's needs for alternative cooling lubrication strategies. Cryogenic cooling is therefore an innovative approach to improve process performance and sustainability. For example, liquid carbon dioxide (…)

NOVEL APPROACH TO DOSING CARBON DIOXIDE BASED CRYOGENIC MINIMUM QUANTITY LUBRICATION BY HIGH-FREQUENCY PULSED APPLICATION

J. H. Selzam, P. Binner, T. Meier, N. Hanenkamp
Keywords: Cryogenic Cooling | pulsed coolant application | adaptive dosing

Carbon dioxide (CO2) based cryogenic minimum quantity lubrication (cMQL) is an alternative approach to facilitate cooling lubrication of cutting processes. While it offers greater sustainability than conventional metalworking fluids (MWF), its precise, process-specific dosing can be challenging. This is due to the physical properties of the pressurized CO2, as it already develops its cooling effect in t (…)

QUANTIFICATION OF THE COOLING EFFECT OF CRYOGENIC COOLING SUPPLY STRATEGIES THROUGH TEMPERATURE MEASUREMENT WITH FUNCTIONAL TOOL COATINGS FOR TURNING PROCESSES OF POLYPROPYLENE

A. Röckelein, T. Meier, N. Hanenkamp
Keywords: Cryogenic Cooling | temperature measurement | cooling capacity

A current trend towards sustainable machining can be found in the gradual substitution of lubricants by cryogenic media in the form of liquid carbon dioxide. This strategy has been proven to reduce the tool wear and increase productivity and energy efficiency in milling processes of titanium alloys. While various adjustments to the CO2 supply system such as pre-cooling or pressurization are viable, it r (…)

HSM2025-44832 ADAPTIVE TOOL ECCENTRICITY COMPENSATION USING MACHINE TOOL FEED DRIVES

Kaan Bahtiyar, Levent Bozcu, Seyed Mahmood Shantiaeezade, Burak Sencer, Ryosuke Ikeda, Norikazu Suzuki
Keywords: Tool eccentricity | adaptive compensation | feed drives

Eliminating tool eccentricity is critical for longer tool-life and high-quality surface finish. This paper presents an on-machine eccentricity cancellation strategy using machine tool feed drives. Circular motion at the spindle frequency is commanded to the feed axes to introduce an artificial eccentricity vector in tool coordinates. Cutting forces are monitored to extract the components induced by ecce (…)

INDIRECT TOOLTIP FREQUENCY RESPONSE FUNCTION MEASUREMENT: AN APPLICATION OF SURFACE LOCATION ERROR

L. Morelli, N. Grossi, G. Campatelli, A. Scippa
Keywords: end milling | vibration | Surface location error

Milling is a well-established manufacturing process thanks to its accuracy and surface finishing, yet tool vibrations limit these qualities. At the core of many approaches dealing with vibrations the tool-tip frequency response function (FRF) is found allowing the computation of the appropriate cutting conditions for accuracy and stability. The evaluation of the tooltip FRF is often based on experimenta (…)

CASE STUDY: THE INFLUENCE OF MACHINE TOOL CONDITION CHANGES ON MEASUREMENT ACCURACY USING A WORKPIECE PROBE

Tomas Marek, Andrej Potanko
Keywords: on machine measurement | positioning accuracy | capability

This study evaluates the measurement system capability of a three-axis vertical milling center under three machine conditions with varying positioning accuracy. Using a laser interferometer, probe, and calibrated KOBA artifact, length measurements were taken and corrected for thermal expansion. Results show that while none of the machine states achieved full capability for the given 0.015 mm tolerance, (…)

ESTIMATION OF HARDNESS AND RESIDUAL STRESS OF MACHINED SURFACES USING IN-PROCESS DATA OBTAINED FROM TURNING OPERATIONS

Kazunori KOHARA, Yukio TAKAHASHI, Norikazu SUZUKI
Keywords: turning | force model | residual stress | surface hardness | tool wear | carbon steel

This study proposes a method to estimate the surface hardness and residual stress of carbon steel in turning by using analytical information of the cutting process. The machined surface properties depend on the strain, strain rate, stress and temperature fields generated during cutting. Therefore, these state conditions are estimated from the cutting force using a three-dimensional cutting model, and th (…)

FORCE ESTIMATION MODEL AND PARAMETER IDENTIFICATION IN END MILLING PROCESS WITH CORNER EDGE DAMAGE

Koki MATSUBARA, Norikazu SUZUKI
Keywords: milling | force model | corner edge damage | tool wear | parameter identification

Identification of the appropriate model parameters in the cutting process is essential to achieve highly accurate cutting simulations that are effective for the process optimization. During end milling, tool damage deteriorates not only the side cutting edge geometry but also the corner cutting edge as the cutting distance increases. The conventional model does not consider the effect of local corner ed (…)

HARMONIC RESPONSE OF ACOUSTIC MATERIALS BY FINITE ELEMENT MODELING

JANOS LISKA, ANDOR MODRA, GABOR KONYA
Keywords: Finite element modelling (FEM) | wood | additive manufacturing | resonance | plastics

This study investigates the harmonic response of acoustically functional geometries fabricated via additive manufacturing, with the aim of replicating the vibrational characteristics of natural wood. Utilizing Finite Element Modelling (FEM), various complex structures were designed and analyzed to determine their dynamic behavior under harmonic excitation. The materials under investigation include Nylon (…)

IMPROOVED ELECTRONIC DESIGN FOR ROBOT SOCCER PLAYER (MIROSOT)

MAREK SUKOP, STEFAN ONDOCKO, ARTEM KAGYROV
Keywords: multi-agent system | MiroSot | robot soccer | STM32 | FreeRTOS | motor control | PCB design

The article presents the design and implementation of a low-level control system for a multi-agent system (MAS) intended for mobile robots participating in robotic soccer. The robot was developed in accordance with the specifications of the FIRA MiroSot category and currently serves as an educational platform for demonstrating multi-agent system concepts. The paper includes the complete design of a new (…)

ROLE OF PYROLYSIS TEMPERATURE IN COCONUT FIBER BIOMASS CONVERSION

VERONIKA KVORKOVA, TAMARA POCSOVA, AGNESA SZARKA, SVETLANA HROUZKOVA, MAROS SOLDAN
Keywords: coconut fiber | biomass | pyrolysis temperature | biochar | sustainable materials

This study examined the influence of pyrolysis temperature on the properties of biochar produced from coconut fiber, a waste product from mattress manufacturing. Coconut fiber was pyrolyzed in a muffle furnace at 300–700 °C to evaluate its suitability for biochar production and to analyze how temperature affects yield and physicochemical characteristics. The yield decreased from 67.1% at 300 °C to 15.8% (…)

DESIGN AND IMPLEMENTATION OF A MULTI-TECHNOLOGY WIRELESS SENSOR NETWORK FOR CONDITION MONITORING

ROBERT RAKAY, PATRIK SARGA, ERIK PRADA
Keywords: sensor | wireless | IoT | mechatronics | LoRa | condition monitoring

The article discusses the design and testing of a wireless sensor network utilizing multiple communication technologies to achieve low power consumption and extended transfer distances. The sensorial nodes gather data and send it to a central module, which provides a monitoring window. The sensor nodes are designed for educational purposes, enabling students to conduct training experiments focused on cr (…)

STUDY OF THE COLLABORATIVE ROBOT OPERATION: DESIGN AND VALIDATION OF WORK PROCEDURES

AUGUSTIN STARECEK, NATALIA VRANAKOVA, BARBORA BOZALKOVA
Keywords: collaborative robotics | human–robot interaction | standardized work procedures | visualized workflows | user-centered design

Collaborative robotics is a dynamically developing field that combines technical innovations with the principles of human-machine interaction. However, for the successful integration of collaborative robots, it is crucial to provide intuitive and user-friendly work instructions. The aim of the presented study was to design, create and validate standardized visualized work instructions for the basic oper (…)

UTILIZATION OF AUGMENTED REALITY FOR DESIGNING THE LAYOUT OF A MANUFACTURING SYSTEM

JURAJ KOVAC, PETER MALEGA, JOZEF SVETLIK
Keywords: design | Factory Layout Design | software | Mixed Reality | HoloLens 2

The article presents a methodology for using augmented reality in the design of a manufacturing system layout. It describes the software and hardware tools Autodesk Factory Design Utilities with AutoCAD Architecture, Inventor Professional, and 3ds Max, as well as HoloLens 2 and the workflow from selecting 3D assets, through converting 2D models to 3D representations, to optimizing polygonal geometry for (…)

ENERGY CONCEPT FOR DIAGNOSTIC MONITORING OF PCBN CUTTING TOOLS TECHNICAL CONDITION IN TURNING OF HIGH-MANGANESE STEEL

MYKOLA KIYANOVSKY, NATALIIA TSYVINDA, YURII YAROVYI, INNA YAROVА, ANDREY PIKILNYAK, ANTON RYAZANTSEV, SVETLANA RADCHENKO, MARCEL LOJKA, MIROSLAVA SEKELSKA
Keywords: active diagnostic monitoring | PCBN cutting tool | cutting tool technical condition | tool wear | cutting tool fatigue destruction | vibrations of cutting edge

The purpose of the research is to solve the problem of adaptive control of operation life of cutting tool in turning of hard-to-machine materials. Adaptive control was performed in real time mode using the results of active diagnostic monitoring of tool cutting edge condition with the guarantee of proper precision and quality, for parts made of hard-to-machine materials, for the case of GX120Mn-13 steel (…)

MODELLING APPROACH FOR BRUSHLESS DC MOTOR DIAGNOSTICS

YURY NIKITIN, SERGEI TREFILOV
Keywords: diagnostics | model | brushless DC motor | residual | Defects

Annotation. A brushless DC (BLDC) motors diagnostics system based on the model approach in the state space is developed. A digital twin representing a model of BLDC motor and working in parallel with a real BLDC motor is designed. The BLDC motor are analyses using electric current and angular velocity sensors signals and the output signals of the digital twin. Based on the magnitude of the residual, the (…)

AN UNCONVENTIONAL APPROACH TO THE EVALUATION OF TECHNICAL INFORMATION SYSTEMS

NATALIA GECEJOVA, ANTON PANDA, MAREK KURDEL, ANNA YAKOVLIEVA
Keywords: Airport Information Systems (AIS) | Process control Information Transfer Optimization | reliability | Probability of airport systems

The article deals with the analysis of the design of technical information flows and the assessment of the reliability of Airport Information Systems (AIS). It presents mathematical approaches to modelling time differences, failure probabilities and the efficiency of airport processes. The approach is based on identifying connections between individual subsystems and assessing their impact on overall re (…)

SUITABILITY OF VCGT AND VCMT CUTTING INSERTS TYPE FOR TURNING ALSI 304 STEEL

DAYNIER ROLANDO DELGADO SOBRINO, MICHAELA MAJERNIKOVA, DANIEL KUCERKA, JAN MAJERNIK, STEFAN VACLAV, MARTIN PODARIL
Keywords: machining process | turning | cutting conditions | cutting inserts | surface roughness

The machined surface quality during turning is influenced by the type and geometry of cutting tool used and the selected technological machining parameters, as well as the presence of cutting fluid. The choice of the cutting insert type depends on the machined material and turning operation performed. The contribution compares two carbide-coated cutting inserts types, VCGT and VCMT, for turning AlSi 30 (…)

PARAMETRIC STUDY ON THE SOUND ABSORPTION PROPERTIES OF 3D-PRINTED OCTET-TRUSS LATTICE STRUCTURES

MARTIN VASINA, ADAM BURECEK, LUMIR HRUZIK, TOMAS POLASEK, MARIAN LEDVON, DAVID KOLAR, RICHARD LENHARD, MICHAL KOZDERA
Keywords: sound absorption | 3D printing | octet-truss lattices | excitation frequency | volume ratio

Noise is a significant environmental factor that must be eliminated by appropriate means. This study investigates the acoustic insulation properties of 3D-printed porous materials with an octet-truss lattice structure, fabricated using fused filament fabrication (FFF) technology. The sound insulation performance of the tested materials was evaluated based on the frequency dependent sound absorption coef (…)

AUGMENTED REALITY-ENABLED VISUALISATION AND PROCESS CONTROL IN 3D PRINTING AND ADDITIVE MANUFACTURING

TOMAS MACHAC, PETR HOREJSI, MICHAL SIMON
Keywords: Augmented Reality | 3D printing | additive manufacturing | Human-Machine Interaction | industry 4.0 | Industry 5.0 | digital twin

Augmented reality (AR) is rapidly emerging as a crucial real-time interface for data visualisation and decision-making in additive manufacturing (AM). This systematic review screened 71 Web of Science records, analysing 15 empirical studies (2021–2025) on AR-enhanced 3D-printing workflows. Reported prototypes, most frequently based on Microsoft HoloLens and MQTT-enabled data streams, demonstrate signifi (…)

OPTIMIZATION OF THE DISCHARGE VALVE TO INCREASE ITS FLOW CAPACITY

IVAN MIHALIK, TOMAS BRESTOVIC, MARIAN LAZAR, NATALIA JASMINSKA
Keywords: VALVE | FLUID FLOW | optimization | cfd

The article describes the original state of the discharge valve design in terms of geometry and flow conditions. Through the simulations performed, it shows in detail the velocity and pressure fields in the valve in individual time steps of the liquid discharge process. By combining numerical and analytical calculations, it determines the total liquid flow through the valve during a specified time inter (…)

ARTIFICIAL INTELLIGENCE TO EVALUATE DRUG DEVELOPMENT PROCESSES

TIBOR KRENICKY, IHOR VYSOTSKY, KOSTIANTYN DYADYURA, IRINA DYADYURA
Keywords: neural network | AI/ML algorithms | pharmacokinetics | pharmacodynamics | drug product development | regulatory frameworks | process assessment | qualimetry

Information technology is changing the way medicines are developed and used. Developers, manufacturers, regulators, academic groups and other stakeholders are working to develop a common understanding of where and how specific innovations, such as artificial intelligence and machine learning, can best be used in the drug development process. The assessment procedure is the main tool for planning process (…)

RESEARCH ON VIBRATIONS IN THE TECHNOLOGICAL HEAD DEPENDING ON THE FEED RATE

ANTON PANDA, MAREK PRISLUPCAK
Keywords: Technological head | frequency | vibration | water flow | abrasive water jet

The technology of abrasive water jet is one of the methods of division and cutting materials with the lowest impact on the environment, since water is the cutting tool, in our case with the addition of an abrasive. The experiments were carried out on one kind of material - steel HARDOX 500 with a thickness of 10 mm. The impact of the change of the technological head’s feed rate on the size of the vibrat (…)

DESIGN OF METHODOLOGY AND TESTS OF UTILITY PROPERTIES OF AXIAL CUTTING TOOLS

RADEK KASAN, EMIL NECESANEK, JOSEF SEDLAK, STEPAN KOLOMY, KAREL KOURIL, LUKAS BARTL, MARTIN MALY
Keywords: drilling | stainless steel | tool wear | hole accuracy | cutting force | Cylindricity and geometrical accuracy

The aim of the experiment is to conduct drilling tests on stainless steel, process the measured data, and subsequently evaluate CZ005 drills. The drills have a different cutting-edge geometries two types of coating. For two drills, the cooling grooves on the flank were ground. Based on the evaluation, the order of the tools with the best characteristics was determined, focusing primarily on: • accuracy (…)