• 4121 Citations
  • 28 h-Index
1980 …2019

Research output per year

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Research Output

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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: Conference contribution

2018

Corporate governance: The evaluation based approach to the governance and business models of the Epic centre of excellence in production informatics and Control (EPIC CoE)

Monostori, L., Kádár, B., Nick, G., Pfeiffer, A., Várgedő, T. & Hecklau, F., jan. 1 2018, Proceedings of the 14th European Conference on Management, Leadership and Governance, ECMLG 2018. de Waal, B. M. E. & Ravesteijn, P. (eds.). Academic Conferences and Publishing International Limited, p. 161-170 10 p. (Proceedings of the 14th European Conference on Management, Leadership and Governance, ECMLG 2018).

Research output: Conference contribution

2016

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: Conference contribution

13 Citations (Scopus)
2014

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. Xia, X. & Boje, E. (eds.). IFAC Secretariat, p. 4246-4265 20 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 19).

Research output: Conference contribution

4 Citations (Scopus)
2012

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

Pfeiffer, A., Kadar, B., Popovics, G., Kardos, C., Ven, Z., Kemeny, L. & Monostori, L., dec. 1 2012, Proceedings of the 2012 Winter Simulation Conference, WSC 2012. 6465069. (Proceedings - Winter Simulation Conference).

Research output: Conference contribution

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., jan. 1 2012, Proceedings - INCOM'12, 14th IFAC Symposium on Information Control Problems in Manufacturing. 6 PART 1 ed. IFAC Secretariat, p. 242-247 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 6 PART 1).

Research output: Conference contribution

2 Citations (Scopus)

Execution data connected simulation for production operation planning and control

Kádár, B., Pfeiffer, A. & Monostori, L., jan. 1 2012, Proceedings - INCOM'12, 14th IFAC Symposium on Information Control Problems in Manufacturing. 6 PART 1 ed. IFAC Secretariat, p. 1604-1608 5 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 6 PART 1).

Research output: Conference contribution

2011

Determination of routings and process time information from event logs

Karnok, D. & Monostori, L., jan. 1 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 14055-14060 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

Research output: Conference contribution

2 Citations (Scopus)

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., jan. 1 2011, 21st International Conference on Production Research: Innovation in Product and Production, ICPR 2011 - Conference Proceedings. Krause, T., Spath, D. & Ilg, R. (eds.). Fraunhofer-Verlag, (21st International Conference on Production Research: Innovation in Product and Production, ICPR 2011 - Conference Proceedings).

Research output: Conference contribution

Scheduling the maintenance of wind farms for minimizing production loss

Kovács, A., Erdos, G., Monostori, L. & Viharos, Z. J., jan. 1 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 14802-14807 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

Research output: Conference contribution

12 Citations (Scopus)
2010

AI supported maintenance and reliability system in wind energy production

Viharos, Z. J., Monostori, L., Erdós, G. & Kovács, A., dec. 1 2010, European Wind Energy Conference and Exhibition 2010, EWEC 2010. p. 4010-4022 13 p. (European Wind Energy Conference and Exhibition 2010, EWEC 2010; vol. 5).

Research output: Conference contribution

1 Citation (Scopus)
2009

From tracking operations to IOT - The small business perspective

Kemény, Z., Ilie-Zudor, E. & Monostori, L., dec. 1 2009, ETFA 2009 - 2009 IEEE Conference on Emerging Technologies and Factory Automation. 5347154. (ETFA 2009 - 2009 IEEE Conference on Emerging Technologies and Factory Automation).

Research output: Conference contribution

2 Citations (Scopus)

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

Monostori, L., Váncza, J., Kis, T., Kádár, B., Erdos, G., Karnok, D. & Egri, P., jan. 1 2009, Proceedings of the 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'09. 4 PART 1 ed. IFAC Secretariat, p. 720-727 8 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 42, no. 4 PART 1).

Research output: Conference contribution

2008

A complexity model for networks of collaborating enterprises

Csáji, B. C. & Monostori, L., dec. 1 2008, Proceedings of the 17th World Congress, International Federation of Automatic Control, IFAC. 1 PART 1 ed. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 17, no. 1 PART 1).

Research output: Conference contribution

5 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, Proceedings of the 17th World Congress, International Federation of Automatic Control, IFAC. 1 PART 1 ed. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 17, no. 1 PART 1).

Research output: Conference contribution

3 Citations (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., nov. 24 2008, Proceedings of the 13th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2008. p. 1338-1345 8 p. 4638573. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA).

Research output: Conference contribution

1 Citation (Scopus)

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

Monostori, L., Váncza, J., Kis, T., Erdos, G., Karnok, D. & Egri, P., dec. 1 2008, Proceedings of the 17th World Congress, International Federation of Automatic Control, IFAC. 1 PART 1 ed. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 17, no. 1 PART 1).

Research output: Conference contribution

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: Conference contribution

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., dec. 1 2008, Proceedings of the 17th World Congress, International Federation of Automatic Control, IFAC. 1 PART 1 ed. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 17, no. 1 PART 1).

Research output: Conference contribution

1 Citation (Scopus)
2007

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

Pfeiffer, A., Kádár, B. & Monostori, L., dec. 1 2007, International Mediterranean Modeling Multiconference, I3M 2007. (International Mediterranean Modeling Multiconference, I3M 2007).

Research output: Conference contribution

2006

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., dec. 1 2006, 18th IMEKO World Congress 2006: Metrology for a Sustainable Development. p. 125-130 6 p. (18th IMEKO World Congress 2006: Metrology for a Sustainable Development; vol. 1).

Research output: Conference contribution

1 Citation (Scopus)

Real-time, cooperative enterprises: Requirements and solution approaches

Monostori, L., Váncza, J., Kis, T., Kádár, B. & Viharos, Z. J., 2006, 12th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2006, and Associated Industrial Meetings: EMM'2006, BPM'2006, JT'2006. PART 1 ed. IFAC Secretariat, (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 12, no. PART 1).

Research output: Conference contribution

2 Citations (Scopus)

Technical monitoring and diagnostics: Indispensable element of intelligent manufacturing systems

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

Research output: Conference contribution

1 Citation (Scopus)
2005

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

Kádár, B., Pfeiffer, A. & Monostori, L., dec. 1 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 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: Conference contribution

6 Citations (Scopus)

From plant and logistics control to multi-enterprise collaboration

Nof, S. Y., Morel, G., Monostori, L., Molina, A. & Filip, F., 2005, Proceedings of the 16th IFAC World Congress, IFAC 2005. 1 ed. IFAC Secretariat, p. 218-231 14 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 38, no. 1).

Research output: Conference contribution

1 Citation (Scopus)

Stochastic approximate scheduling by neurodynamic learning

Csáji, B. C. & Monostori, L., 2005, Proceedings of the 16th IFAC World Congress, IFAC 2005. IFAC Secretariat, p. 355-360 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 16).

Research output: Conference contribution

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

Csáji, B. C. & Monostori, L., 2005, Multi-Agent Systems and Applications IV - 4th International Central and Eastern European Conference on Multi-Agent Systems, CEEMAS 2005, Proceedings. Springer Verlag, 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: Conference contribution

4 Citations (Scopus)

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

Monostori, L., jan. 1 2005, 10th IMEKO TC10 International Conference on Technical Diagnostics. Hungarian Academy of Sciences, (10th IMEKO TC10 International Conference on Technical Diagnostics).

Research output: Conference contribution

2003

Improving multi-agent based scheduling by neurodynamic programming

Csáji, B. C., Kádár, B. & Monostori, L., jan. 1 2003, Holonic and Multi-Agent Systems for Manufacturing - 1st International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2003, Proceedings. Marík, V., McFarlane, D., Marík, V. & Valckenaers, P. (eds.). Springer Verlag, 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: Conference contribution

Improving Multi-agent based scheduling by neurodynamic programming

Csáji, B. C., Kádár, B. & Monostori, L., jan. 1 2003, Holonic and Multi-Agent Systems for Manufacturing - 1st International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2003, Proceedings. Marík, V., Marík, V., McFarlane, D. & Valckenaers, P. (eds.). Springer Verlag, 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: Conference contribution

12 Citations (Scopus)
2002

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

Monostori, L., 2002, IFAC Proceedings Volumes (IFAC-PapersOnline). Ferrate, G., Camacho, E. F., Basanez, L. & de la Puente, J. A. (eds.). 1 ed. IFAC Secretariat, p. 119-130 12 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 15, no. 1).

Research output: Conference contribution

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

Zudor, E. I. & Monostori, L., jan. 1 2002, Developments in Applied Artificial Intelligence - 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, Proceedings. Hendtlass, T. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

1 Citation (Scopus)

Training and application of artificial neural networks with incomplete data

Viharos, Z. J., Monostori, L. & Vincze, T., 2002, Developments in Applied Artificial Intelligence - 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2002, Proceedings. Hendtlass, T. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

19 Citations (Scopus)
2001

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

Zudor, E. & Monostori, L., jan. 1 2001, Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings. Monostori, L., Vancza, J. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

2 Citations (Scopus)

Approaches to increase the performance of agent-based production systems

Kádár, B. & Monostori, L., jan. 1 2001, Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings. Monostori, L., Vancza, J. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

9 Citations (Scopus)

On the relationship between learning capability and the Boltzmann-Formula

Stefán, P. & Monostori, L., jan. 1 2001, Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings. Monostori, L., Vancza, J. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

2 Citations (Scopus)

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

Viharos, Z. J. & Monostori, L., 2001, Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings. Monostori, L., Vancza, J. & Ali, M. (eds.). Springer Verlag, 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: Conference contribution

4 Citations (Scopus)
1999

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. Veiga, M. M., Meech, J. A., Smith, M. H. & LeClair, S. R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 131-137 7 p. 792462. (Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999; vol. 1).

Research output: Conference contribution

10 Citations (Scopus)

An intelligent AE sensor for the monitoring of finish machining process

Dolinsek, S., Kopac, J., Viharos, Z. J. & Monostori, L., jan. 1 1999, Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999. Veiga, M. M., Meech, J. A., Smith, M. H. & LeClair, S. R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 847-853 7 p. 791496. (Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999; vol. 2).

Research output: Conference contribution

9 Citations (Scopus)

Automatic input-output configuration and generation of ANN-based process models and their application in machining

Viharos, Z. J. & Monostori, L., jan. 1 1999, Multiple Approaches to Intelligent Systems - 12th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems IEA/AIE 1999, Proceedings. El-Dessouki, A., Imam, I., Kodratoff, Y. & Ali, M. (eds.). Springer Verlag, p. 659-668 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1611).

Research output: Conference contribution

10 Citations (Scopus)
1998

Agent based architectures for mastering changes and disturbances in manufacturing

Monostori, L. & Kádár, B., 1998, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 1416. p. 755-764 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1416).

Research output: Conference contribution

2 Citations (Scopus)

Soft computing and hybrid AI approaches to intelligent manufacturing

Monostori, L., Hornyák, J., Egresits, C. & Viharos, Z. J., jan. 1 1998, Tasks and Methods in Applied Artificial Intelligence - 11 th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA-1998-AIE, Proceedings. Ali, M., del Pobil, A. P. & Mira, J. (eds.). Springer Verlag, 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1416).

Research output: Conference contribution

2 Citations (Scopus)
1992

Convergence behaviour of connectionist models in large scale diagnostic problems

Monostori, L. & Bothe, A., 1992, Industrial and Engineering Applications of Artificial Intelligence and Expert Systems - 5th International Conference, IEA/AIE - 1992, Proceedings. Belli, F. & Radermacher, F. J. (eds.). Springer Verlag, p. 113-122 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 604 LNAI).

Research output: Conference contribution

2 Citations (Scopus)
1986

ON THE USE OF PATTERN RECOGNITION TECHNIQUES IN ON LINE MACHINE TOOL MONITORING AND DIAGNOSTICS.

Monostori, L., dec. 1 1986, Unknown Host Publication Title. North-Holland, p. 559-568 10 p.

Research output: Conference contribution

1 Citation (Scopus)
1982

IMPROVED PART ACCURACY THROUGH IN-PROCESS INTEGRATED WORKPIECE MEASUREMENT.

Hermann, G., Horvath, L. & Monostori, L., dec. 1 1982, Unknown Host Publication Title. IFS (Publ) Ltd, p. 357-364 8 p.

Research output: Conference contribution