J. Metternich

Tool management optimisation through traceability and tool wear prediction in the aviation industry
20235 citationsauthor #4
Teaching Resource Efficiency in Learning Factories – Systematic Approach for Choosing Measures
20230 citationsauthor #5
Revision of the Learning Factory Morphology
20230 citationsauthor #13
SSMSPC: self-supervised multivariate statistical in-process control in discrete manufacturing processes
202310 citationsauthor #4
Toward the Sustainable Development of Machine Learning Applications in Industry 4.0
20232 citationsauthor #5
Value-stable Passenger Cars in a Circular Economy
20230 citationsauthor #2
Digital-based production: introduction and fields of application
20232 citationsauthor #1
Kooperative Smart Services in der smarten Fabrik/Cooperative smart services in the smart factories - Requirements for managing smart service data in the value network
20230 citationsauthor #5
Deep learning for multivariate statistical in-process control in discrete manufacturing: A case study in a sheet metal forming process
202217 citationsauthor #5
Procedure for the configuration of learning factories: Application in industry and comparison
20221 citationsauthor #2
Potentials and obstacles of the use of data mining in problem-solving processes
20223 citationsauthor #3
Building Competencies for Value Stream Mapping – Evaluation of a Virtual Learning Scenario
20221 citationsauthor #2
Data Value Chains in Manufacturing: Data-based Process Transparency through Traceability and Process Mining
20228 citationsauthor #2
Product family identification based on data analytics
20222 citationsauthor #2
Frameworks for data-driven quality management in cyber-physical systems for manufacturing: A systematic review
202214 citationsauthor #6
The Digital Value Stream Twin
202216 citationsauthor #2
Development of a framework for the holistic generation of ML-based business models in manufacturing
20228 citationsauthor #3
Combining Process Monitoring with Text Mining for Anomaly Detection in Discrete Manufacturing
20224 citationsauthor #8
Guidelines for the Systematic Selection of Virtual Reality Hardware for Learning Factories
20223 citationsauthor #3
Virtual reality supported trainings for lean education: conceptualization, design and evaluation of competency-oriented teaching-learning environments
20224 citationsauthor #2
Comparison of preprocessing approaches for text data in digital shop floor management systems
20228 citationsauthor #3
A product selection method for the configuration of learning factories
20220 citationsauthor #5
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation
20223 citationsauthor #6
Towards artificial intelligence in production: A competence profile for shop floor managers
20223 citationsauthor #6
A computer vision system for saw blade condition monitoring
202112 citationsauthor #6
Development of AI-Based Business Models in Manufacturing: Case Studies on Predictive Maintenance
20210 citationsauthor #3
Production specific language characteristics to improve NLP applications on the shop floor
20215 citationsauthor #2
Development of a Stress Factor as an Indicator for Stress-Based Payment Models for Machine Tools
20213 citationsauthor #5
Extracting problem related entities from production chats to enhance the data base for assistance functions on the shop floor
20213 citationsauthor #6
Approach for Conceptualization and Implementation of Virtual Reality in Learning Factories
20212 citationsauthor #4
Economic assessment of stress-based payment models
20216 citationsauthor #4
On The Reliability Of Machine Learning Applications In Manufacturing Environments
20219 citationsauthor #6
An AI Management Model for the Manufacturing Industry - AIMM
20212 citationsauthor #5
Machine Learning In Manufacturing Systems: A Review Of Existing Datasets, Use Cases And Performance Metrics
20210 citationsauthor #4
Digital shop floor management enhanced by natural language processing
202116 citationsauthor #3
Design Approaches for Learning Factories – Review and Evaluation
20212 citationsauthor #3
Starting points for digital shop floor management in production enterprises
20216 citationsauthor #3
Predictive Maintenance for Flexible Protective Covers in Machine Tools
20212 citationsauthor #3
Human in the AI Loop: Teaching Shop Floor Workers Artificial Intelligence in Production
20213 citationsauthor #8
Reduced Rework Through Data Analytics and Machine Learning – A Three Level Development Approach
20211 citationsauthor #5
A new exact algorithm to solve the Multiple-Choice Multidimensional Knapsack Problem:The Utility Sorted Branch and Bound Algorithm
20210 citationsauthor #3
Characteristics of High Performance Value Streams
20211 citationsauthor #2
Hybrid Learning Factories for Lean Education: Approach and Morphology for Competency-Oriented Design of Suitable Virtual Reality Learning Environments
20211 citationsauthor #4
Evaluation of Factory Elements for the Configuration of Learning Factories
20211 citationsauthor #2
Machine Learning use case in manufacturing – an evaluation of the model’s reliability from an IT security perspective
20211 citationsauthor #3
Data-Based Approach to Support the Implementation of New Product Variants in Digital Assembly Assistance Systems
20210 citationsauthor #3
Data-based quality analysis in machining production: Influence of data pre-processing on the results of machine learning models
20212 citationsauthor #2
User-oriented Design of Virtual Reality Supported Learning Factory Trainings: Methodology for the Generation of Suitable Design Elements
20214 citationsauthor #4
Definition of problem types for planning digitally supported problem-solving processes during production launch
20201 citationsauthor #2
System development for the configuration of learning factories
20202 citationsauthor #2
Data-based process analysis in machining production: Case study for quality determination in a drilling process
202014 citationsauthor #3
Method to measure competencies - a concept for development, design and validation
202010 citationsauthor #2
"Stress-oriented, data-based payment model for machine tools"
202013 citationsauthor #4
Digitale Assistenzsysteme in der Produktion
20202 citationsauthor #3
Agile Implementation of Virtual Reality in Learning Factories
202024 citationsauthor #5
Digital shop floor management: A target state
202013 citationsauthor #3
Cooperation between Learning Factories: Approach and Example
20204 citationsauthor #7
Knowledge management on the shop floor through recommender engines
20208 citationsauthor #3
Waste in value streams caused by information flow: An analysis of information flow barriers and possible solutions
20209 citationsauthor #2
Logistic decisions in value stream design: a case study
20202 citationsauthor #3
/Digitale Assistenzsysteme in der ProduktionDigital assistance systems in the production area – Specifying the relevant functions
20201 citationsauthor #3
Requirements for the Implementation of Virtual Reality in Learning Factories
20203 citationsauthor #4
Predictive Maintenance für Schutzabdeckungen/Predictive maintenance for protective covers – From business model to application
20203 citationsauthor #3
Data-Assisted Value Stream Method
20208 citationsauthor #4
Analysis of the influence of process complexity and employee competence on the effect of digital assistance in industrial assembly
202016 citationsauthor #4
A framework for planning logistical alternatives in value stream design
20197 citationsauthor #3
Value Stream Method 4.0: A Holistic Approach to Analyze and Design Value Streams form a Lean Perspoective in the Industrie 4.0
20190 citationsauthor #2
Manufacturing Analytics for problem-solving processes in production
201917 citationsauthor #5
Simulation-Based Optimization of Sequencing Buffer Allocation in Automated Storage and Retrieval Systems for Automobile Production
20193 citationsauthor #3
Data Acquisition System in Value Streams for Resource Consumption Monitoring and Workpiece Traceability
20191 citationsauthor #7
Multidimensional Assessment of Value Stream Design Alternatives
20196 citationsauthor #4
Benefit evaluation of digital assistance systems for assembly workstations
201925 citationsauthor #4
Mapping and design of information processing for machining of individualized components
20192 citationsauthor #3
Industrie 4.0 - Introduction, Challenges and Chances for Cutting Industry
20180 citationsauthor #3
Problem-solving process design in production: Current progress and action required
201813 citationsauthor #4
Overview on Existing Learning Factory Application Scenarios
20180 citationsauthor #3
Identifying the barriers to Industrie 4.0
201862 citationsauthor #5
Decision Model for Technical Value-Stream Integration of Active Component Traceability
20181 citationsauthor #3
Challenges for Future Production/Manufacturing
20183 citationsauthor #2
Novel Method to Systematically Implement Lean Production in Machining Areas
20185 citationsauthor #5
Identification of Right Sized Digital Assistance Systems to Increase Worker Flexibility
20180 citationsauthor #1
Automated generation of CNC programs for manufacturing of individualized products
20188 citationsauthor #3
Understanding and Assessing Complexity in Cutting Tool Management
201810 citationsauthor #2
The Variety of Learning Factory Concepts
20180 citationsauthor #3
The Life Cycle of Learning Factories for Competency Development
20184 citationsauthor #3
Conclusion and Outlook
20180 citationsauthor #2
Systematic learning factory improvement based on maturity level assessment
201815 citationsauthor #2
Evaluating the Benefits of Predictive Maintenance in Production: A Holistic Approach for Cost-Benefit-Analysis
20184 citationsauthor #2
Machine Learning Algorithms in Machining: A Guideline for Efficient Algorithm Selection
20187 citationsauthor #3
Learning in Production, Learning for Production
20180 citationsauthor #3
Learning Factories
201858 citationsauthor #2
Cloud-basierte intelligente Produktion in Lernfabriken – Forschungsprojekt CaMPuS
20180 citationsauthor #4
Wertstromdesign 4.0
201813 citationsauthor #4
Overview on the Content of Existing Learning Factories
20181 citationsauthor #2
Machine learning algorithms in production: A guideline for efficient data source selection
201827 citationsauthor #3
Influence of Learning Factories on Students’ Success – a Case Study
20187 citationsauthor #3
Competencies for Future Production
20182 citationsauthor #3
Digitalization as a catalyst for lean production: A learning factory approach for digital shop floor management
201864 citationsauthor #4
Research Project CaMPuS, Toolbox Industrie 4.0 – Selected Chinese Enterprise – Current Production Status
20180 citationsauthor #6
Projects and Groups Related to Learning Factories
20180 citationsauthor #2

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