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117 results on '"Krenczyk, Damian"'

1. Minimum Job Completion Time in Petri Nets

Author

Davidrajuh, Reggie, Krenczyk, Damian, Skolud, Bozena, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Kujawińska, Agnieszka, editor, Pavlenko, Ivan, editor, and Husar, Jozef, editor

Published
2024
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3. Digital Twins of the Manufacturing System Based on a Simulation Model with Bi-directional Process Data Exchange

Author

Krenczyk, Damian, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Burduk, Anna, editor, Batako, Andre, editor, Machado, José, editor, Wyczółkowski, Ryszard, editor, Antosz, Katarzyna, editor, and Gola, Arkadiusz, editor

Published
2023
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4. Digital Twins of Production Systems Based on Discrete Simulation and Machine Learning Algorithms

Author

Krenczyk, Damian, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, García Bringas, Pablo, editor, Pérez García, Hilde, editor, Martínez de Pisón, Francisco Javier, editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Herrero, Álvaro, editor, Calvo Rolle, José Luis, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2023
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5. Modeling Production Systems as Modular Systems: A Petri Nets Based Approach

Author

Davidrajuh, Reggie, Krenczyk, Damian, Skolud, Bozena, Cavas-Martínez, Francisco, Editorial Board Member, Chaari, Fakher, Series Editor, di Mare, Francesca, Editorial Board Member, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Editorial Board Member, Ivanov, Vitalii, Series Editor, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Kujawińska, Agnieszka, editor, Machado, Jose, editor, and Pavlenko, Ivan, editor

Published
2022
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6. Sequencing for Improving Mixed-Model Assembly Line Supply Using Heuristic Algorithms

Author

Dziki, Karol, Krenczyk, Damian, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Sanjurjo González, Hugo, editor, Pastor López, Iker, editor, García Bringas, Pablo, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2022
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9. A Simulated Annealing Based Method for Sequencing Problem in Mixed Model Assembly Lines

Author

Krenczyk, Damian, Dziki, Karol, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrero, Álvaro, editor, Cambra, Carlos, editor, Urda, Daniel, editor, Sedano, Javier, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2021
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11. Multi-domain, Advisory Computing System in Continuous Manufacturing Processes

Author

Niemiec, Krzysztof, Krenczyk, Damian, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Sáez Muñoz, José António, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2020
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12. A Hybrid Heuristic Algorithm for Multi-manned Assembly Line Balancing Problem with Location Constraints

Author

Krenczyk, Damian, Dziki, Karol, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Martínez Álvarez, Francisco, editor, Troncoso Lora, Alicia, editor, Sáez Muñoz, José António, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2020
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16. Deep Reinforcement Learning and Discrete Simulation-Based Digital Twin for Cyber–Physical Production Systems.

Author

Krenczyk, Damian

Subjects
DEEP reinforcement learning, DIGITAL twin, CYBER physical systems, REINFORCEMENT learning, DIGITAL technology, OPTIMIZATION algorithms, DISCRETE systems
Abstract

One of the goals of developing and implementing Industry 4.0 solutions is to significantly increase the level of flexibility and autonomy of production systems. It is intended to provide the possibility of self-reconfiguration of systems to create more efficient and adaptive manufacturing processes. Achieving such goals requires the comprehensive integration of digital technologies with real production processes towards the creation of the so-called Cyber–Physical Production Systems (CPPSs). Their architecture is based on physical and cybernetic elements, with a digital twin as the central element of the "cyber" layer. However, for the responses obtained from the cyber layer, to allow for a quick response to changes in the environment of the production system, its virtual counterpart must be supplemented with advanced analytical modules. This paper proposes the method of creating a digital twin production system based on discrete simulation models integrated with deep reinforcement learning (DRL) techniques for CPPSs. Here, the digital twin is the environment with which the reinforcement learning agent communicates to find a strategy for allocating processes to production resources. Asynchronous Advantage Actor–Critic and Proximal Policy Optimization algorithms were selected for this research. [ABSTRACT FROM AUTHOR]

Published
2024
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18. An Activity-Oriented Petri Net Simulation Approach for Optimization of Dispatching Rules for Job Shop Transient Scheduling

Author

Krenczyk, Damian, Davidrajuh, Reggie, Skolud, Bozena, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Pérez García, Hilde, editor, Alfonso-Cendón, Javier, editor, Sánchez González, Lidia, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2018
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19. A Heuristic and Simulation Hybrid Approach for Mixed and Multi Model Assembly Line Balancing

Author

Krenczyk, Damian, Skolud, Bozena, Herok, Anna, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Burduk, Anna, editor, and Mazurkiewicz, Dariusz, editor

Published
2018
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21. Integration of Manufacturing Functions for SME. Holonic-Based Approach

Author

Skolud, Bozena, Krenczyk, Damian, Kalinowski, Krzysztof, Ćwikła, Grzegorz, Grabowik, Cezary, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Graña, Manuel, editor, López-Guede, José Manuel, editor, Etxaniz, Oier, editor, Herrero, Álvaro, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2017
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22. Heterogeneous Fleet Vehicle Routing and Scheduling Subject to Mesh-Like Route Layout Constraints

Author

Bocewicz, Grzegorz, Banaszak, Zbigniew, Krenczyk, Damian, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Graña, Manuel, editor, López-Guede, José Manuel, editor, Etxaniz, Oier, editor, Herrero, Álvaro, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2017
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23. Solving Repetitive Production Planning Problems. An Approach Based on Activity-oriented Petri Nets

Author

Skolud, Bozena, Krenczyk, Damian, Davidrajuh, Reggie, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Graña, Manuel, editor, López-Guede, José Manuel, editor, Etxaniz, Oier, editor, Herrero, Álvaro, editor, Quintián, Héctor, editor, and Corchado, Emilio, editor

Published
2017
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24. Risk Assessment in a Parallel Production System with the Use of FMEA Method and Linguistic Variables

Author

Burduk, Anna, Krenczyk, Damian, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Saeed, Khalid, editor, Homenda, Władysław, editor, and Chaki, Rituparna, editor

Published
2017
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30. Study on Transient Queueing Delay in a Single-Channel Queueing Model with Setup and Closedown Times

Author

Kempa, Wojciech M., Paprocka, Iwona, Kalinowski, Krzysztof, Grabowik, Cezary, Krenczyk, Damian, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Kotenko, Igor, Series editor, Liu, Ting, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Dregvaite, Giedre, editor, and Damasevicius, Robertas, editor

Published
2016
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32. Data-Driven Simulation Model Generation for ERP and DES Systems Integration

Author

Krenczyk, Damian, Bocewicz, Grzegorz, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Jackowski, Konrad, editor, Burduk, Robert, editor, Walkowiak, Krzysztof, editor, Wozniak, Michal, editor, and Yin, Hujun, editor

Published
2015
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34. The impact of the Coronavirus (COVID-19) Pandemic on Master graduates’ employability

Author

Sekala, Agnieszka, Krenczyk, Damian, Blaszczyk, Tomasz, Kost, Gabriel, Jureczko, Mariola, Sekala, Agnieszka, Krenczyk, Damian, Blaszczyk, Tomasz, Kost, Gabriel, and Jureczko, Mariola

Abstract

The COVID-19 pandemic brought the global economy to a near standstill. The scale of the coronavirus and the associated losses have left many countries facing a humanitarian, social and economic crisis. The main objective of the research presented in this article was to determine to what extent the support provided within the activities of the Motokadra project (2018–2020) within the framework of the Operational Programme Knowledge Education Development, funded by the European Social Fund, enabled its participants to adapt to the labour market conditions during the COVID-19 pandemic. The project participants were full-time Master’s students within the faculty of Mechanical Engineering, Silesian University of Technology. They formed the experimental group. The authors examined changes in the employability of the experimental group in the pre-pandemic and post-pandemic periods. The students in the experimental group represented several fields of study, which also allowed the authors to analyse which discipline appeared to be more resilient to the COVID-19 pandemic crisis and whether the profile of the discipline affected employability. The employability of graduates in the automotive industry was particularly examined. The results of the analyses allow us to conclude that the labour market crisis linked to the COVID-19 pandemic negatively affected the experimental group’s employability level. Furthermore, it has been shown that the study of the automation and robotics discipline increases the chances of finding a job after graduation.

Published
2023

36. The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based System

Author

Grabowik, Cezary, Krenczyk, Damian, Kalinowski, Krzysztof, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Corchado, Emilio, editor, Snášel, Václav, editor, Abraham, Ajith, editor, Woźniak, Michał, editor, Graña, Manuel, editor, and Cho, Sung-Bae, editor

Published
2012
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37. Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive Production

Author

Krenczyk, Damian, Kalinowski, Krzysztof, Grabowik, Cezary, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Corchado, Emilio, editor, Snášel, Václav, editor, Abraham, Ajith, editor, Woźniak, Michał, editor, Graña, Manuel, editor, and Cho, Sung-Bae, editor

Published
2012
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38. Production Preparation and Order Verification Systems Integration Using Method Based on Data Transformation and Data Mapping

Author

Krenczyk, Damian, Skolud, Bozena, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Corchado, Emilio, editor, Kurzyński, Marek, editor, and Woźniak, Michał, editor

Published
2011
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48. Modular distributed models of production systems: a Petri net-based approach.

Author

DAVIDRAJUH, Reggie, KRENCZYK, Damian, and SKOLUD, Bozena

Subjects
*AUTOMATED guided vehicle systems, *INFORMATION technology, *PETRI nets, *DIGITAL technology, *AUTOMATION, *DIGITAL transformation
Abstract

Modeling and simulation are key performance analysis and control techniques to optimize decision-making as well as design and operate complex production systems. They are also indicated as one of the technological pillars of modern industry and IT solutions supporting the implementation of the roadmap toward Industry 4.0 in the areas of digital transformation and automation. In the context of the required rapid transformation of today's enterprises, it becomes extremely important to look for solutions that allow the use of the existing infrastructure, information, and energy, so as to minimize the negative impact of new technologies and the transformation process itself on the environment. The article presents an approach to modeling large and complex production systems with the use of distributed Petri net models allowing the use of the possessed IT infrastructure as consistent with the idea of sustainable development in the activities of enterprises. This eliminates two major problems that render traditional models unusable. The first is related to the difficulties in analyzing and verifying models of enormous size and infinite space of states. The second is related to the required computing power, if such analyzes are to be performed on one computing unit, which would force the producers to replace the IT infrastructure. For this purpose, modular Petri nets are introduced. Other benefits of modularization, such as smaller components that can be independently analysed, are also presented in the paper. The proposed modular Petri net has been implemented in the proprietary GPenSIM software. The paper is complemented by a practical example of industrial modeling of production systems with automated guided vehicles (AGVs) using the modular model with intelligent Petri modules. [ABSTRACT FROM AUTHOR]

Published
2023
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50. Multi-assortment production flow synchronization. Multiscale modelling approach

Author

Skolud Bozena, Krenczyk Damian, and Davidrajuh Reggie

Subjects
Engineering (General). Civil engineering (General), TA1-2040
Abstract

Increasing competition strongly influence a company that is looking for the efficient method of production control. Companies expand their production flexibility and control method in the whole value chain. In this paper, authors propose a new description of the production inspired by the multiscale modelling. In particular, the idea based on the modelling of concurrent cyclic processes and the ability to use this approach in complex production systems is presented. This paper also discusses modelling and simulation of multiscale production flows using the Activity-Oriented Petri Nets.

Published
2017
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