Anna Burduk
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View article: Stochastic Modeling of Operation Time Under Production Risks Depending on the Size of the Processed Batch of Parts
Stochastic Modeling of Operation Time Under Production Risks Depending on the Size of the Processed Batch of Parts Open
This article addresses the problem of production risk assessment in linear manufacturing systems, considering the stochastic nature of equipment downtime and variability in processing times. An original stochastic model is proposed, based …
View article: Risk-Based Analysis of Manufacturing Lead Time in Production Lines
Risk-Based Analysis of Manufacturing Lead Time in Production Lines Open
The paper proposes a method for assessing production risks related to potential exceedances of the agreed production lead time for batches of details in small and medium-sized enterprises. The study focuses on a linear production system co…
View article: METHOD FOR CONSTRUCTING SIMILARITY CRITERIA FOR STOCHASTIC STATIONARY MATERIAL FLOWS
METHOD FOR CONSTRUCTING SIMILARITY CRITERIA FOR STOCHASTIC STATIONARY MATERIAL FLOWS Open
The object of the study is a stationary stochastic input flow of material arriving at the input of a transport conveyor system. The goal of the study is to develop methods for comparing such flows based on dimensionless similarity criteria…
View article: Risk assessment of a production system based on a technological description model
Risk assessment of a production system based on a technological description model Open
The paper presents a method for assessing the risk of exceeding the agreed production time for a batch of products using the statistical modeling of a production system. The approach considers the structure of the technological route and s…
View article: STATIONARY STOCHASTIC INPUT FLOW MODELING OF BRANCHED CONVEYOR SYSTEMS
STATIONARY STOCHASTIC INPUT FLOW MODELING OF BRANCHED CONVEYOR SYSTEMS Open
The object of research is stochastic stationary input material flow of a conveyor-type transport system. Subject of research is a method for generating realizations of a stationary stochastic input flow of material on the basis of experime…
View article: CONSTRUCTING GENERATORS OF VALUES OF AN INPUT MATERIAL FLOW OF CONVEYOR-TYPE TRANSPORT SYSTEMS
CONSTRUCTING GENERATORS OF VALUES OF AN INPUT MATERIAL FLOW OF CONVEYOR-TYPE TRANSPORT SYSTEMS Open
Object of research is stochastic stationary input flow of material of a conveyor-type transport system. Subject of research is development of a method for generating a training data set for a neural network in a transport conveyor model. G…
View article: Predictive Modeling of Conveyor Belt Deterioration in Coal Mines Using AI Techniques
Predictive Modeling of Conveyor Belt Deterioration in Coal Mines Using AI Techniques Open
Conveyor belts are vital for material transportation in coal mines due to their cost-effectiveness and versatility. These belts endure significant wear from harsh operating conditions, risking substantial financial losses if they fail. Thi…
View article: Fuzzy Logic in Risk Assessment of Production Machines Failure in Forming and Assembly Processes
Fuzzy Logic in Risk Assessment of Production Machines Failure in Forming and Assembly Processes Open
The article presents the application of fuzzy logic to risk assessment in assembly and forming production processes. The fuzzy FMEA method was used, enabling the assessment of risk parameters based on expert opinions. This resulted in the …
View article: METHOD FOR GENERATING A DATA SET FOR TRAINING A NEURAL NETWORK IN A TRANSPORT CONVEYOR MODEL
METHOD FOR GENERATING A DATA SET FOR TRAINING A NEURAL NETWORK IN A TRANSPORT CONVEYOR MODEL Open
The object of research is a stochastic input flow of material coming in the input of a conveyor-type transport system. Subject of research is the development of a method for generating values of the stochastic input material flow of transp…
View article: Optimal solving of a binary knapsack problem on a D-Wave quantum machine and its implementation in production systems
Optimal solving of a binary knapsack problem on a D-Wave quantum machine and its implementation in production systems Open
The efficient management of complex production systems is a challenge in today’s logistics. In the field of intelligent and sustainable logistics, the optimization of production batches, especially in the context of a rapidly changing prod…
View article: A Method of Assessing the Effectiveness of the Use of Available Resources When Implementing Production Processes
A Method of Assessing the Effectiveness of the Use of Available Resources When Implementing Production Processes Open
This paper deals with an assessment of the effectiveness of resource management in production processes. A comprehensive and standardized approach to the issue of effectiveness contributes to the maximization of the potential of production…
View article: The solution of MRSLP with the use of heuristic algorithms
The solution of MRSLP with the use of heuristic algorithms Open
Improving production processes includes not only activities concerning manufacturing itself, but also all the activities that are necessary to achieve the main objectives. One such activity is transport, which, although a source of waste i…
View article: Digital Standardization of Lean Manufacturing Tools According to Industry 4.0 Concept
Digital Standardization of Lean Manufacturing Tools According to Industry 4.0 Concept Open
Standardization is a key element in the effective use of lean manufacturing methodologies and tools for achieving process sustainability. Their combination is conducive to eliminating waste and improving the efficiency of production proces…
View article: Analysis of a Dataset for Modeling a Transport Conveyor
Analysis of a Dataset for Modeling a Transport Conveyor Open
The analysis of the works, which considered the use of neural networks for modeling a multi-section transport conveyor, was carried out. The prospects for the use of neural networks for the design of highly efficient control systems for th…
View article: Improvement of Factory Transport Efficiency with Use of WiFi-Based Technique for Monitoring Industrial Vehicles
Improvement of Factory Transport Efficiency with Use of WiFi-Based Technique for Monitoring Industrial Vehicles Open
The in-factory transport influences production rate and quality, so it is characterized by the shortest displacement time and maximum utilization of available means of transport, accompanied by their lowest operating wear. In the paper, an…
View article: Composite Lamina Model Design with the Use of Heuristic Optimization
Composite Lamina Model Design with the Use of Heuristic Optimization Open
In engineering practice, a problem is quite often faced in which the number of unknown parameters exceeds the number of conditions or requirements or, otherwise, there are too many requirements for too few parameters to design. Such under-…
View article: Selected Determinants of Machines and Devices Standardization in Designing Automated Production Processes in Industry 4.0
Selected Determinants of Machines and Devices Standardization in Designing Automated Production Processes in Industry 4.0 Open
The study presents a practical application of multi-criteria standardization of machines and devices in the design of the automated production processes in industry 4.0 and its direct impact on the economic aspects of an enterprise, along …
View article: Solving scheduling problems with integrated online sustainability observation using heuristic optimization
Solving scheduling problems with integrated online sustainability observation using heuristic optimization Open
The paper deals with the issue of production scheduling for various types of employees in a large manufacturing company where the decision-making process was based on a human factor and the foreman’s know-how, which was error-prone. Modern…
View article: Waste Management with the Use of Heuristic Algorithms and Internet of Things Technology
Waste Management with the Use of Heuristic Algorithms and Internet of Things Technology Open
Studies have been performed to improve the process of waste management. They were fulfilled by changing the base of waste logistics management using a combination of intelligent algorithms and the IMPACT IoT platform instead of a human fac…
View article: Modelling and automation of a process for obtaining coagulum in treatment of industrial
Modelling and automation of a process for obtaining coagulum in treatment of industrial Open
This paper present the development a model for obtaining a coagulant for the process of cleaning and discoloration of industrial waste water and the development of a PID automated system for wastewater treatment. The description of the pro…
View article: Model of non-conforming product feature as a tool for selecting product groups with the greatest impact on quality in production processes
Model of non-conforming product feature as a tool for selecting product groups with the greatest impact on quality in production processes Open
The article describes four stages of building a model based on a set of non-conforming products, and then verifies them on a practical example of implementation in a company from the automotive industry. The aim of the model is to support …
View article: FEA study of Residual stress in composite materials in Abrasive Waterjet machining
FEA study of Residual stress in composite materials in Abrasive Waterjet machining Open
This work focused on the determination of residual stress in composite materials and structures during precision Abrasive Waterjet machining. A methodology was developed to determine and predict the residual stress using Finite Element Ana…
View article: The pallet-loading problem solution with the use of heuristic algorithms
The pallet-loading problem solution with the use of heuristic algorithms Open
The paper focuses on solving the problems of scheduling and delivery problems using heuristic algorithms. The planning of delivery schedule and truck loading made by employees may not be optimal in terms of time and costs, which might lead…
View article: Efficiency forecasting of electric bundle assembly with use of ANN model
Efficiency forecasting of electric bundle assembly with use of ANN model Open
Management of production systems requires making immediate decisions based on the data generated in bulk by IT systems. In this case, it can be helpful to use models of artificial neural networks (ANN) that, on the grounds of accessible da…
View article: Solving the problem of scheduling the production process based on heuristic algorithms
Solving the problem of scheduling the production process based on heuristic algorithms Open
The paper deals with a production scheduling process, which is a problematic and it requires considering a lot of various factors while making the decision. Due to the specificity of the production system analysed in the practical example,…
View article: Implementation of the integrated lean six sigma philosophy in an Angolan manufacturing company – a case study
Implementation of the integrated lean six sigma philosophy in an Angolan manufacturing company – a case study Open
Today, manufacturing companies strive to find the stability between satisfying their customers by producing in accordance with their expectations (quantity and quality) and keeping leading positions when it comes to competitiveness on thei…
View article: Risk assessment of horizontal transport system in a copper mine
Risk assessment of horizontal transport system in a copper mine Open
The risk assessment determines threats that could appear during the execution of production system goals. Thus, manufacturing companies need to evaluate and react to the risk as well as it is possible. Due to the complexity and variable ch…
View article: Simulation Modeling in Production Effectiveness Improvement – Case Study
Simulation Modeling in Production Effectiveness Improvement – Case Study Open
The paper deals with the problem of production material flow management. The proper way of logistic tasks management has an impact on the production process effectiveness and the cycle time, which is a very important factor in manufacturin…
View article: Profit optimization for multi-mode repetitive construction project with cash flows using metaheuristics
Profit optimization for multi-mode repetitive construction project with cash flows using metaheuristics Open
The article presents the profit optimization model for multi-unit construction projects. Such projects constitute a special case of repetitive projects and are common in residential, commercial, and industrial construction projects. Due to…