Michael Weyrich

According to our database1, Michael Weyrich authored at least 63 papers between 1999 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing.
CoRR, 2021

2020
Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning.
CoRR, 2020

Transfer Learning as an Enabler of the Intelligent Digital Twin.
CoRR, 2020

Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion.
Autom., 2020

Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks.
Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020

A User-Centered Interface Design for a Pill Dispenser.
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Digital Twin for Verification and Validation of Industrial Automation Systems - a Survey.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Knowledge Representation in Modeling and Simulation: A survey for the production and logistic domain.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Adaptive Quality Control for discrete large-scale Manufacturing Systems subjected to Disturbances.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Anomaly detection and prediction in discrete manufacturing based on cooperative LSTM networks.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Validation of Autonomous Systems.
IEEE Softw., 2019

Flexibles Framework zur Parallelisierung von simulationsbasierten Entwicklungsaufgaben in der Automatisierungstechnik.
Autom., 2019

An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System.
Autom., 2019

Detektion von Anomalien zur Qualitätssicherung basierend auf Sequence-to-Sequence LSTM Netzen.
Autom., 2019

A formal mapping between OPC UA and the Semantic Web.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Development of an Intelligent Pill Dispenser Based on an IoT-Approach.
Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019

User Centered Design of a Pill Dispenser for the Elderly.
Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019

Introduction of Group-Subscriptions for RESTful OPC UA clients in IIoT environments.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Querying OPC UA information models with SPARQL.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018
Verifikation verteilter Automatisierungssysteme auf Basis einer Modellkomposition.
Autom., 2018

Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

REST based OPC UA for the IIoT.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Survey on Flexibility and Changeability Indicators of automated Manufacturing Systems.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Industrial Application of a MDM-Based Approach for Generation and Impact Analysis of Adaptation Options - a Case Study.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

A Case Study for a Digital Twin of Body-in-White Production Systems General Concept for Automated Updating of Planning Projects in the Digital Factory.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Agent Design Patterns for Assistance Systems in Various Domains - a Survey.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Agentenbasierte dynamische Rekonfiguration von vernetzten intelligenten Produktionsanlagen.
Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017

Softwareagenten zur zuverlässigen Durchführung dezentraler multiphysikalischer Simulationen.
Autom., 2017

Modellgetriebene Entwicklung serviceorientierter Anlagensteuerungen.
Autom., 2017

Ein agentenbasiertes Assistenzsystem zur dynamischen Zuverlässigkeitsberechnung von cyber-physischen Systemen.
Autom., 2017

Agent-based adaptation of automated manufacturing machines.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

A survey on dynamic simulation of automation systems and components in the Internet of Things.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Generation and impact analysis of adaptation options for automated manufacturing machines.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016
Reference Architectures for the Internet of Things.
IEEE Softw., 2016

A combined fault diagnosis and test case selection assistant for automotive end-of-line test systems.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Challenges for functional testing of reconfigurable production systems.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Description of an intelligent resource unit for a smart production.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Systematization approach for the adaptation of manufacturing machines.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Approach to interconnect existing industrial automation systems with the Industrial Internet.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Supporting the regression test of multi-variant systems in distributed production scenarios.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
Towards a novel learning assistant for networked automation systems.
Proceedings of the Machine Learning for Cyber Physical Systems, 2015

An assistant for an incremental learning based image processing system.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Test case selection for networked production systems.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014
Machine-to-Machine Communication.
IEEE Softw., 2014

Agent-Based Concepts for Manufacturing Automation.
Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

Co-evolution and reuse of automation control and simulation software: Identification and definition of modification actions and strategies.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

An adaptive image processing system based on incremental learning for industrial applications.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
Quality assessment of row crop plants by using a machine vision system.
Proceedings of the IECON 2013, 2013

Architecture design of a vision-based intelligent system for automated disassembly of E-waste with a case study of traction batteries.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Architecture for auto configuration of tools for industrial robots.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Concept of a three D.O.F spherical-joint gripper for industrial robots.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012
Engineering of automated manufacturing systems with mechatronic objects.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Assisted engineering for mechatronic manufacturing systems based on a modularization concept.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
Identification of mechatronic units based on an example of a flexible customized multi lathe machine tool.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

Mechatronic engineering of novel manufacturing processes implemented by modular and sensor-guided machinery.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2004
Toward the Knowledge-based Enterprise.
Proceedings of the Knowledge Sharing in the Integrated Enterprise, 2004

2003
Standardization Of Machining Process Planning In Powertrain Production Using A CAD-Based IT-Tool.
Proceedings of the Processes and Foundations for Virtual Organizations, 2003

2001
Feature-Based Integration of Product, Process and Resources.
Proceedings of the Feature Based Product Life-Cycle Modelling, 2001

1999
Multimediale Werkzeuge zu 3D-Planung im Maschinen- und Anlagenbau.
PhD thesis, 1999


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