Autonomous supervision and optimization of product quality in a multi-stage manufacturing process based on self-adaptive prediction models E Lughofer, AC Zavoianu, R Pollak, M Pratama, P Meyer-Heye, H Zörrer, ... Journal of Process Control 76, 27-45, 2019 | 42 | 2019 |
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality E Lughofer, R Pollak, AC Zavoianu, M Pratama, P Meyer-Heye, H Zörrer, ... Engineering Applications of Artificial Intelligence 68, 131-151, 2018 | 40 | 2018 |
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks E Lughofer, AC Zavoianu, R Pollak, M Pratama, P Meyer-Heye, H Zörrer, ... Information sciences 537, 425-451, 2020 | 26 | 2020 |
Using business analytics for decision support in zero defect manufacturing of composite parts in the aerospace industry H Zörrer, R Steringer, S Zambal, C Eitzinger IFAC-PapersOnLine 52 (13), 1461-1466, 2019 | 24 | 2019 |
Using discrete event simulation in multiple system life cycles to support zero-defect composite manufacturing in aerospace industry R Steringer, H Zörrer, S Zambal, C Eitzinger IFAC-PapersOnLine 52 (13), 1467-1472, 2019 | 23 | 2019 |
Virtual Quality control using bidirectional LSTM networks and gradient boosting A Baghbanpourasl, E Lughofer, P Meyer-Heye, H Zörrer, C Eitzinger 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 12 | 2019 |
An intelligent maintenance planning framework prototype for production systems S Kranzer, D Prill, D Aghajanpour, R Merz, R Strasser, R Mayr, H Zoerrer, ... 2017 IEEE International Conference on Industrial Technology (ICIT), 1124-1129, 2017 | 11 | 2017 |
Energy management simulation with multi-agent reinforcement learning: An approach to achieve reliability and resilience K Deshpande, P Möhl, A Hämmerle, G Weichhart, H Zörrer, A Pichler Energies 15 (19), 7381, 2022 | 9 | 2022 |
The ROBxTASK architecture for interoperability of robotic systems G Weichhart, A Pichler, F Strohmeier, M Schmoigl, H Zörrer 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2021 | 8 | 2021 |
Evolving time-series based prediction models for quality criteria in a multi-stage production process E Lughofer, R Pollak, AC Zavoianu, P Meyer-Heye, H Zorrer, C Eitzinger, ... 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-10, 2018 | 7 | 2018 |
Chatting roles: A pragmatic service resolution infrastructure for service choreography based on publish/subscribe H Zörrer, G Weichhart, M Plasch, M Vorderwinkler, S Kranzer, D Prill IFAC-PapersOnLine 51 (11), 1379-1384, 2018 | 7 | 2018 |
Self-adaptive time-series based forecast models for predicting quality criteria in microfluidics chip production E Lughofer, R Pollak, AC Zavoianu, P Meyer-Heye, H Zörrer, C Eitzinger, ... 2017 3rd IEEE International Conference on Cybernetics (CYBCONF), 1-8, 2017 | 4 | 2017 |
ROBxTASK RTE-a lightweight runtime environment to implement collaborative processes across different robotic systems H Zörrer, M Propst, G Weichhart, A Pichler, F Strohmeier, ... IFAC-PapersOnLine 55 (10), 2647-2652, 2022 | 3 | 2022 |
Enterprise interoperability as framework for project knowledge management G Weichhart, B Roljic, A Beham, M Frühwirth, R Steringer, U Neissl, ... On the Move to Meaningful Internet Systems: OTM 2016 Workshops: Confederated …, 2017 | 2 | 2017 |
Enabling End-Users in Designing and Executing of Complex, Collaborative Robotic Processes H Zörrer, G Weichhart, M Schmoigl Tonis, T Bieg, M Propst, D Schuster, ... Applied System Innovation 6 (3), 56, 2023 | 1 | 2023 |