Katarzyna Antosz

ORCID: 0000-0001-6048-5220
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Quality and Management Systems
  • Quality and Safety in Healthcare
  • Quality and Supply Management
  • Reliability and Maintenance Optimization
  • Manufacturing Process and Optimization
  • Digital Transformation in Industry
  • Engineering Technology and Methodologies
  • Engineering Diagnostics and Reliability
  • Flexible and Reconfigurable Manufacturing Systems
  • Management Systems and Quality Improvement
  • Advanced machining processes and optimization
  • Surface Treatment and Coatings
  • Technology Assessment and Management
  • Industrial Vision Systems and Defect Detection
  • Fault Detection and Control Systems
  • Technical Engine Diagnostics and Monitoring
  • Advancements in Materials Engineering
  • Risk and Safety Analysis
  • Mining and Industrial Processes
  • Operations Management Techniques
  • Advanced Statistical Process Monitoring
  • Big Data and Business Intelligence
  • Management and Organizational Practices
  • Management and Optimization Techniques
  • Fatigue and fracture mechanics

Rzeszów University of Technology
2016-2025

Poznań University of Technology
2022

University of Maribor
2022

The Lean Manufacturing (LM) philosophy is applied in different kinds of companies and their branches. LM uses many methods. Several enterprises, order to minimize costs, use poor quality materials or overload workers with work. They do not realize other possibilities for the improvement enterprise effectiveness. are also troubled by unknown. This problem particular cases related concept. paper shows results study carried out SMEs from branches Podkarpackie Voivodship (Poland). way system...

10.1016/j.proeng.2017.03.107 article EN Procedia Engineering 2017-01-01

This paper presents an empirical study on the impact of maintenance function more sustainable manufacturing processes. The work methodology comprises four stages. At first, ten factors activities from a point view were identified. Then, in second stage, matrix crossed multiplications applied to classification (MICMAC) was carried out categorize these based their influence and dependence values. In third criteria for evaluation defined, then fuzzy analytic hierarchy process (F-AHP) determine...

10.3390/en14051436 article EN cc-by Energies 2021-03-05

The increase in the performance and effectiveness of maintenance processes is a continuous aim production enterprises. elimination unexpected failures, which generate excessive costs losses, emphasized. elements that influence efficiency are not only choice an appropriate conservation strategy but also use methods tools to support decision-making process this area. research problem, was considered paper, insufficient means assessing degree implementation lean maintenance. This problem...

10.3390/app10217922 article EN cc-by Applied Sciences 2020-11-08

This article presents an investigation of the use machine learning methodologies for prediction surface roughness in milling operations, using sensor data as primary source information. The sensors, which included current transformers, a microphone, and displacement captured comprehensive machining signals at frequency 10 kHz. were subjected to preprocessing Savitzky–Golay filter, with objective isolating relevant moments active material reducing noise. Two models, namely Elastic Net neural...

10.3390/ma18010148 article EN Materials 2025-01-02

The increasing complexity of artificial intelligence and machine learning models has raised concerns about balancing model accuracy interpretability. While advanced software tools facilitate design, they also introduce challenges in selecting that offer both high quality manageable complexity. Validation techniques such as Root Mean Squared Error (RMSE), Absolute (MAE), the Akaike Information Criterion (AIC) enable quantitative assessment, but empirical studies indicate higher does not...

10.3390/app15063107 article EN cc-by Applied Sciences 2025-03-13

Unexpected failures, the loss of production, and higher maintenance costs are major problems manufacturing systems. Hence, certain investigating methods, such as Risk-based (RBM), help to deal with issues. An important element RBM planning is assess consequences action prioritization tasks based on risk potential failures. The main purpose this classification right choice for strategy, intervals, a level spare parts in storage. This manuscript illustrates use fuzzy logic minimization...

10.1016/j.proeng.2017.03.163 article EN Procedia Engineering 2017-01-01

The efficiency of maintenance processes in an enterprise largely depends on ensuring adequate resources for its implementation. main factor that affects the quality these is competent employees. Their knowledge, skills and ability to respond unexpected situations determine functioning technical infrastructure enterprise. In light prospects development Industry 4.0 concept, and, thus, highly automated systems, demand qualified employees will increase. Therefore, order ensure right level...

10.17531/ein.2018.3.19 article EN cc-by Eksploatacja i Niezawodnosc - Maintenance and Reliability 2018-06-07

Lean maintenance concept is crucial to increase the reliability and availability of equipment in manufacturing companies. Due elimination losses processes this reduce number unplanned downtime unexpected failures, simultaneously influence a company’s operational economic performance. Despite widespread use lean maintenance, there no structured approach support choice methods tools used for function improvement. Therefore, paper by using machine learning rough set theory new was proposed....

10.17531/ein.2021.4.12 article EN cc-by Eksploatacja i Niezawodnosc - Maintenance and Reliability 2021-09-14

The purpose of this paper is to identify the barriers I4.0 technologies implementation in maintenance. Based on literature analysis twenty two are determined and classified into five main groups such as "Strategy Organization"; "Maintenance staff knowledge training"; "Resources"; "Technology infrastructure" "Security confidentiality". Experts' opinions were taken finalize identified barriers. data for study collected from academia experts have been further analyzed. results show that only...

10.1016/j.ifacol.2022.04.197 article EN IFAC-PapersOnLine 2022-01-01

The process quality capability indicators Cp and Cpk are widely used to measure capability. Traditional metric estimation methods require data be explicit normally distributed. Often, the actual obtained from production regarding measurements of features incomplete do not have a normal distribution. This means that use traditional estimating may lead erroneous results. Moreover, in case qualitative characteristics where two-sided tolerance limit is specified, it should very difficult....

10.3390/app13116721 article EN cc-by Applied Sciences 2023-05-31

Improving the efficiency of maintenance processes is one goals companies. Improvement activities in this area require not only an appropriate strategy but also use a new approach to increase process. This article focuses on using Six Sigma (SS) improve processes. As introduction, generations SS development are identified, and traditional advanced analytical tools that can be useful projects reviewed. part research, example implementation project process DMAIC selected methods, such as PCA...

10.17531/ein/174603 article EN cc-by Eksploatacja i Niezawodnosc - Maintenance and Reliability 2023-11-01

Increasing the efficiency and effectiveness of maintenance processes is a constant goal production companies. The elimination unexpected failures that generate excessive costs losses emphasized. Not only selection an appropriate strategy, but also use methods tools to support decision-making process in this area, are elements affect efficiency. article presents possibility using Six Sigma methodology improve process. For purpose, qualitative quantitative research were used analyze results...

10.1016/j.ifacol.2022.09.204 article EN IFAC-PapersOnLine 2022-01-01

Nowadays, companies are looking for newer and methods in order to increase their efficiency effectiveness.Many of them decide implement Lean Manufacturing philosophy because the benefits introduction this apply not only industrial but also financial commercial areas.These changes can production realized with small investments, improve product quality, reduce inventory as well material consumption.This shorten delivery time quality what leads increased customer satisfaction enhances...

10.17559/tv-20160411095705 article EN cc-by Tehnicki vjesnik - Technical Gazette 2018-09-01

Manufacturing companies continually aim at increasing the performance and effectiveness of maintenance processes. The emphasis is put on elimination unexpected failures which generate unnecessary costs production losses. element that has an impact efficiency not only selection appropriate conservation strategy use methods tools to support decision-making process in this area. work present possibility using intelligent systems processes implementation Lean Maintenance concept, allows increase...

10.1016/j.ifacol.2019.10.037 article EN IFAC-PapersOnLine 2019-01-01

Logistics processes, their effective planning as well proper management and implementation are of key importance in an enterprise. This article analyzes the process supplying raw materials necessary for production tasks. The specificity examined waste processing company requires knowledge about size potential deliveries because delivered must be properly managed stored due to its toxicity natural environment. In article, hidden Markov models were used assess level supply. They a statistical...

10.3390/app13010231 article EN cc-by Applied Sciences 2022-12-24

Asset life cycle management is not a new concept for industries [...]

10.3390/su15075833 article EN Sustainability 2023-03-28

Manufacturing processes in industry applications are often controlled by the evaluation of surface topography. Topography, its overall performance, includes form, waviness, and roughness. Methods measurement roughness can be roughly divided into tactile contactless techniques. The latter ones much faster but sensitive to external disturbances from environment. One type source error, while topography occurs, is a high-frequency noise. This noise originates vibration measuring system. In this...

10.3390/ma17071456 article EN Materials 2024-03-22

This article presents the results of tests aimed at determining effect slide burnishing parameters on surface roughness shafts made 42CrMo4 heat-treatable steel. The process was carried out using tools with polycrystalline diamond and cemented carbide tips. Before burnishing, samples were turned a turning lathe to produce an average Ra = 2.6 µm. investigations according three-leveled Hartley’s poly selective quasi D (PS/DS-P: Ha3) plan, which enables regression equation in form second-order...

10.3390/ma14051175 article EN Materials 2021-03-02

Abstract Drilling operations involve many different companies like the operating company, drilling contractor, and several service companies. The personnel at rig site contribute to provide recommended actions construct well as smoothly efficiently possible. question is whether it possible design an interoperability infrastructure that allows computer systems of each these communicate with other's a pathway for seamless automation process across multiple stakeholders. A group volunteers from...

10.2118/220987-ms article EN SPE Annual Technical Conference and Exhibition 2024-09-20

Abstract Over the past decade, adoption of drilling process automation solutions has significantly enhanced operation efficiency. This improvement been achieved because Drilling Control System (DCS) providers have enabled external service companies to offer dynamic advice that can be used parameterize Automatic (ADCS) functions. However, developing externally managed ADCS functions poses challenges, particularly given risk potential failures due spurious parameters. Therefore, it is...

10.2118/223716-ms article EN SPE/IADC International Drilling Conference and Exhibition 2025-02-25

The growing demand for high-performance and cost-effective composite materials necessitates advanced computational approaches optimizing their composition properties. This study aimed at the application of machine learning prediction optimization functional properties composites based on a thermoplastic matrix with various fillers (two types fibrous, four dispersed, two nano-dispersed fillers). experimental methods involved material production through powder metallurgy, further...

10.3390/polym17050694 article EN Polymers 2025-03-05

The efficiency of border crossing services depends on a number parameters, including the scope control activities, vehicles to be serviced and human resources involved. paper presents mathematical model allowing optimization service parameters at point. queuing theory was implemented due unbalanced nature processes. Scientific interest relates in international goods delivery under conditions random arrival, with uneven intensity servicing by state administrative border. takes into account...

10.20858/sjsutst.2025.126.14 article EN cc-by Scientific Journal of Silesian University of Technology Series Transport 2025-03-01
Coming Soon ...