• 3646 Citations
  • 27 h-Index
1980 …2019
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Research Output 1980 2019

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Conference contribution
2019

Production log data analysis for reject rate prediction and workload estimation

Pfeiffer, A., Gyulai, D., Szaller, Á. & Monostori, L., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 3364-3374 11 p. 8632482. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Workload
Data analysis
Estimation Capacity
Statistical Learning
Datalog
2016
11 Citations (Scopus)

Manufacturing Lead Time Estimation with the Combination of Simulation and Statistical Learning Methods

Pfeiffer, A., Gyulai, D., Kádár, B. & Monostori, L., 2016, Procedia CIRP. Elsevier, Vol. 41. p. 75-80 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete event simulation
Decision support systems
Tuning
Experiments
Statistical Models
2015
10 Citations (Scopus)

Robust production planning and capacity control for flexible assembly lines

Gyulai, D., Kádár, B. & Monostori, L., May 1 2015, IFAC Proceedings Volumes (IFAC-PapersOnline). 3 ed. IFAC Secretariat, Vol. 48. p. 2312-2317 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Planning
Costs
Mathematical programming
Discrete event simulation
Cost functions
2014
2 Citations (Scopus)

A solution for information management in logistics operations of modern manufacturing chains

Ilie-Zudor, E., Kemény, Z., Ekárt, A., Buckingham, C. D. & Monostori, L., 2014, Procedia CIRP. C ed. Elsevier, Vol. 25. p. 337-344 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information management
Logistics
Observability
Visibility
Industry
6 Citations (Scopus)

Capacity planning and resource allocation in assembly systems consisting of dedicated and reconfigurable lines

Gyulai, D., Kádár, B. & Monostori, L., 2014, Procedia CIRP. C ed. Elsevier, Vol. 25. p. 185-191 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Planning
Costs
Discrete event simulation
Learning systems
1 Citation (Scopus)

Cooperative control in production and logistics

Monostori, L., Valckenaers, P., Dolgui, A., Panetto, H., Brdys, M. & Csáji, B. C., 2014, 19th IFAC World Congress IFAC 2014, Proceedings. IFAC Secretariat, Vol. 19. p. 4246-4265 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Logistics
Model predictive control
3D printers
Water distribution systems
Communication
416 Citations (Scopus)

Cyber-physical production systems: Roots, expectations and R&D challenges

Monostori, L., 2014, Procedia CIRP. Elsevier, Vol. 17. p. 9-13 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer science
Communication
Internet
Industry
Cyber Physical System
1 Citation (Scopus)

Low-cost extension of information transparency throughout the product life-cycle via optical identification and quality indication

Kemény, Z., Bozóki, S., Ilie-Zudor, E. & Monostori, L., 2014, Procedia CIRP. C ed. Elsevier, Vol. 25. p. 106-113 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transparency
Life cycle
Radio frequency identification (RFID)
Supply chains
Labels
2013
3 Citations (Scopus)

ISA standard simulation model generation supported by data stored in low level controllers

Popovics, G. & Monostori, L., 2013, Procedia CIRP. Vol. 12. p. 432-437 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllers
Discrete event simulation
Programmable logic controllers
Reusability
Industrial plants
5 Citations (Scopus)

Methodology and data-structure for a uniform system's specification in simulation projects

Kardos, C., Popovics, G., Kádár, B. & Monostori, L., 2013, Procedia CIRP. Vol. 7. p. 455-460 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data structures
Specifications
Discrete event simulation
Decision making
Engines
2012
1 Citation (Scopus)

Applying model-reconstruction by exploring MES and PLC data for simulation support of production systems

Pfeiffer, A., Kádár, B., Popovics, G., Kardos, C., Ven, Z., Kemeny, L. & Monostori, L., 2012, Proceedings - Winter Simulation Conference. 6465069

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Programmable Logic Controller
Programmable logic controllers
Production Systems
Manufacturing
Simulation
5 Citations (Scopus)

Automatic simulation model generation based on PLC codes and MES stored data

Popovics, G., Pfeiffer, A., Kádár, B., Vén, Z., Kemény, L. & Monostori, L., 2012, Procedia CIRP. 1 ed. Vol. 3. p. 67-72 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Programmable logic controllers
Discrete event simulation
Reusability
Industrial plants
Controllers
1 Citation (Scopus)

Automatic simulation model generation supported by data stored in low level controllers

Popovics, G., Kardos, C., Pfeiffer, A., Kádár, B., Vén, Z. & Monostori, L., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 14. p. 242-247 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllers
Discrete event simulation
Programmable logic controllers
Reusability
Industrial plants

Execution data connected simulation for production operation planning and control

Kádár, B., Pfeiffer, A. & Monostori, L., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 14. p. 1604-1608 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Planning
Reengineering
Discrete event simulation
Managers
Processing
10 Citations (Scopus)

Matching demand and system structure in reconfigurable assembly systems

Gyulai, D., Vén, Z., Pfeiffer, A., Váncza, J. & Monostori, L., 2012, Procedia CIRP. 1 ed. Vol. 3. p. 579-584 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Life cycle
Throughput
2011
2 Citations (Scopus)

Determination of routings and process time information from event logs

Karnok, D. & Monostori, L., 2011, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 18. p. 14055-14060 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Planning
Data mining
Scheduling
Uncertainty

Novel it solutions for increasing transparency in production and in supply chains

Monostori, L., Ilie-Zudor, E., Kádár, B., Karnok, D., Pfeiffer, A., Kemény, Z. & Szathmári, M., 2011, 21st International Conference on Production Research: Innovation in Product and Production, ICPR 2011 - Conference Proceedings. Fraunhofer-Verlag

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transparency
Supply chains
Industrial plants
2 Citations (Scopus)

PLC code processing for automatic simulation model generation

Popovics, G., Pfeiffer, A., Kádár, B., Vén, Z. & Monostori, L., 2011, 10th International Conference on Modeling and Applied Simulation, MAS 2011, Held at the International Mediterranean and Latin American Modeling Multiconference, I3M 2011. Caltek s.r.l., p. 155-159 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Programmable logic controllers
Simulation Model
Discrete Event Simulation
Processing
Reusability
9 Citations (Scopus)

Scheduling the maintenance of wind farms for minimizing production loss

Kovács, A., Erdos, G., Monostori, L. & Viharos, Z. J., 2011, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 18. p. 14802-14807 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Farms
Scheduling
Integer programming
Wind power
Turbines
2010
1 Citation (Scopus)

AI supported maintenance and reliability system in wind energy production

Viharos, Z. J., Monostori, L., Erdós, G. & Kovács, A., 2010, European Wind Energy Conference and Exhibition 2010, EWEC 2010. Vol. 5. p. 4010-4022 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wind turbines
Wind power
Farms
Artificial intelligence
Systems analysis
2009
2 Citations (Scopus)

From tracking operations to IOT - The small business perspective

Kemény, Z., Ilie-Zudor, E. & Monostori, L., 2009, ETFA 2009 - 2009 IEEE Conference on Emerging Technologies and Factory Automation. 5347154

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Transparency
Internet of things

Novel IT approaches and solutions towards real-time, cooperative enterprises

Monostori, L., Váncza, J., Kis, T., Kádár, B., Erdos, G., Karnok, D. & Egri, P., 2009, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 13. p. 720-727 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Industrial plants
Planning
6 Citations (Scopus)

Self-building simulation tool for daily decision support in production control

Pfeiffer, A., Kádár, B., Szathmári, M., Popovics, G., Vén, Z. & Monostori, L., 2009, International Workshop on Modeling and Applied Simulation, MAS 2009, Held at the International Mediterranean and Latin American Modeling Multiconference, I3M 2009. Caltek s.r.l., p. 246-254 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Production Control
Production control
Simulation Tool
Decision Support
Manufacturing
2008
5 Citations (Scopus)

A complexity model for networks of collaborating enterprises

Csáji, B. C. & Monostori, L., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Adaptive systems
Random processes
Large scale systems
Topology
3 Citations (Scopus)

Advances in e-manufacturing, e-logistics, and e-service systems

Nof, S. Y., Filip, F. G., Molina, A., Monostori, L. & Pereira, C. E., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Logistics
Large scale systems
Industry
Interoperability
Information management
1 Citation (Scopus)

A low-cost perspective in identifier-based services of supply chains

Kemény, Z., Ilie-Zudor, E., Szathmári, M., Monostori, L. & Langius, E. A. F., 2008, IEEE International Conference on Emerging Technologies and Factory Automation, ETFA. p. 1338-1345 8 p. 4638573

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supply chains
Costs
Industry

Identity-based, item-centric tracking platform for logistics applications

Ilie-Zudor, E., Szathmári, M., Kemény, Z., Karnok, D. & Monostori, L., 2008, 10th Int. Workshop on Harbor, Maritime and Multimodal Logistics Modeling and Simulation, HMS 2008, Held at the International Mediterranean and Latin American Modeling Multiconference, I3M 2008. Caltek s.r.l., p. 10-19 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identity-based
Small and Medium-sized Enterprises
Logistics
Tracing
Industry

Real-time, cooperative enterprises for customized mass production; challenges and solution approache

Monostori, L., Váncza, J., Kis, T., Erdos, G., Karnok, D. & Egri, P., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industrial plants
Industry
Planning
1 Citation (Scopus)

Situation detection in production control by applying on-line simulation

Pfeiffer, A., Kádár, B., Monostori, L. & Vén, Z., 2008, 5th International Conference on Digital Enterprise Technology, DET 2008. Publibook, p. 225-241 17 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Production control
Decision making
Experiments
1 Citation (Scopus)

TRASER: An open-source solution platform for cross-company transparency in tracking and tracing

Monostori, L., Ilie-Zudor, E., Szathmári, M. & Kemény, Z., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transparency
Industry
Visibility
Web services
Costs
2007

Simulation-based validation of production control decisions, subject to resource availability

Pfeiffer, A., Kádár, B. & Monostori, L., 2007, International Mediterranean Modeling Multiconference, I3M 2007.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rescheduling
Production Control
Production control
Availability
Dynamic Environment
2006
1 Citation (Scopus)

Integration of production-, quality- and process monitoring for agile manufacturing

Viharos, Z. J., Kádár, B., Monostori, L., Kemény, Z., Csáji, B., Pfeiffer, A. & Karnok, D., 2006, 18th IMEKO World Congress 2006: Metrology for a Sustainable Development. Vol. 1. p. 125-130 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agile manufacturing systems
Process monitoring
2 Citations (Scopus)

Real-time, cooperative enterprises: Requirements and solution approaches

Monostori, L., Váncza, J., Kis, T., Kádár, B. & Viharos, Z. J., 2006, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 12.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
1 Citation (Scopus)

Technical monitoring and diagnostics: Indispensable element of intelligent manufacturing systems

Monostori, L. & Viharos, Z. J., 2006, 18th IMEKO World Congress 2006: Metrology for a Sustainable Development. Vol. 1. p. 119-124 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy systems
Expert systems
Pattern recognition
Artificial intelligence
Neural networks
2005
6 Citations (Scopus)

Building agent-based systems in a discrete-event simulation environment

Kádár, B., Pfeiffer, A. & Monostori, L., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3690 LNAI. p. 595-599 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3690 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agent-based Systems
Discrete event simulation
Discrete Event Simulation
Contracts
Simulation Environment

From plant and logistics control to multi-enterprise collaboration

Nof, S. Y., Morel, G., Monostori, L., Molina, A. & Filip, F., 2005, IFAC Proceedings Volumes (IFAC-PapersOnline). Vol. 16. p. 218-231 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Logistics
Automation
Industry
Critical infrastructures
Middleware

Stochastic approximate scheduling by neurodynamic learning

Csáji, B. C. & Monostori, L., 2005, IFAC Proceedings Volumes (IFAC-PapersOnline). Vol. 16. p. 355-360 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Reinforcement learning
Neural networks
4 Citations (Scopus)

Stochastic reactive production scheduling by multi-agent based asynchronous approximate dynamic programming

Csáji, B. C. & Monostori, L., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3690 LNAI. p. 388-397 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3690 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Approximate Dynamic Programming
Benchmarking
Markov Chains
Production/scheduling
Dynamic programming

Technical monitoring and diagnostics: Prerequisite of intelligent, adaptive manufacturing systems

Monostori, L., 2005, 10th IMEKO TC10 International Conference on Technical Diagnostics. Hungarian Academy of Sciences

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy systems
Expert systems
Pattern recognition
Artificial intelligence
Neural networks
2003
1 Citation (Scopus)

Digital Enterprises: First results of a national R&D project

Monostori, L., Váncza, J., Markus, A., Kádár, B. & Viharos, Z. J., 2003, IEEE International Conference on Intelligent Robots and Systems. Vol. 3. p. 2335-2340 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Hinges
Uncertainty
11 Citations (Scopus)

Improving multi-agent based scheduling by neurodynamic programming

Csáji, B. C., Kádár, B. & Monostori, L., 2003, Holonic and Multi-Agent Systems for Manufacturing - 1st International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2003, Proceedings. Springer Verlag, Vol. 3131. p. 110-123 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3131).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling Problem
Programming
Scheduling
Job Shop Scheduling
Agent Architecture

Improving Multi-agent based scheduling by neurodynamic programming

Csáji, B. C., Kádár, B. & Monostori, L., 2003, Holonic and Multi-Agent Systems for Manufacturing - 1st International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2003, Proceedings. Springer Verlag, Vol. 2744. p. 110-123 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2744).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling Problem
Programming
Scheduling
Job Shop Scheduling
Agent Architecture
2002
12 Citations (Scopus)

AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing

Monostori, L., 2002, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 ed. IFAC Secretariat, Vol. 15. p. 119-130 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Artificial intelligence
Learning systems
Fuzzy systems
Expert systems
Pattern recognition
1 Citation (Scopus)

An agent-based approach for production control incorporating environmental and life-cycle issues, together with sensitivity analysis

Zudor, E. I. & Monostori, L., 2002, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2358. p. 157-167 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2358).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Production Control
Production control
Waste management
Life Cycle
Sensitivity analysis
19 Citations (Scopus)

Training and application of artificial neural networks with incomplete data

Viharos, Z. J., Monostori, L. & Vincze, T., 2002, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2358. p. 649-659 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2358).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Incomplete Data
Artificial Neural Network
Neural Network Model
Neural networks
Data handling
2001
2 Citations (Scopus)

Agent-based support for handling environmental and life-cycle issues

Zudor, E. & Monostori, L., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2070. p. 812-820 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2070).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Life Cycle
Life cycle
Life Cycle Assessment
Priority Rules
Resource Allocation
7 Citations (Scopus)

Approaches to increase the performance of agent-based production systems

Kádár, B. & Monostori, L., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2070. p. 612-621 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2070).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agent-based Systems
Production Systems
Manufacturing
Simulation Framework
Communication
2 Citations (Scopus)

On the relationship between learning capability and the Boltzmann-Formula

Stefán, P. & Monostori, L., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2070. p. 227-236 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2070).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Reinforcement Learning
Simulated annealing
Ludwig Boltzmann
Simulated Annealing
4 Citations (Scopus)

Optimisation of process chains and production plants by using a hybrid-, AI-, and simulation-based approach

Viharos, Z. J. & Monostori, L., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 2070. p. 827-835 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2070).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimization
Simulation-based Optimization
Simulation
Machining
Learning systems
1999
9 Citations (Scopus)

Agent-based control of manufacturing systems

Monostori, L. & Kadar, B., Jan 1 1999, Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 131-137 7 p. 792462

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testing