Marc-André Filz
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View article: Generative AI in Manufacturing Systems: Reference Framework and Use Cases
Generative AI in Manufacturing Systems: Reference Framework and Use Cases Open
View article: Digitalization platform for data-driven quality management in multi-stage manufacturing systems
Digitalization platform for data-driven quality management in multi-stage manufacturing systems Open
View article: Changeable Production Systems for Learning Factories and Research-based Learning
Changeable Production Systems for Learning Factories and Research-based Learning Open
View article: Systematic Planning of Quality Inspection Strategies in Manufacturing Systems
Systematic Planning of Quality Inspection Strategies in Manufacturing Systems Open
Quality inspection planning is an integral part of the production planning process. It is often derived from the experience of the planner. Despite the increasing availability of data during the manufacturing phase and the emergence of dat…
View article: Deep Transfer Learning for Improved Product Quality Prediction: A Case Study of Aluminum Gravity Die Casting
Deep Transfer Learning for Improved Product Quality Prediction: A Case Study of Aluminum Gravity Die Casting Open
High product quality and low rejection rates are decisive for the competitiveness of manufacturing systems. Hence, manufacturing shifts towards digitalization for predicting and controlling product quality. In order to implement data-drive…
View article: Data-driven Analysis of Product Property Propagation to Support Process-integrated Quality Management in Manufacturing Systems
Data-driven Analysis of Product Property Propagation to Support Process-integrated Quality Management in Manufacturing Systems Open
Due to the increased complexity of products and manufacturing systems as well as increasing competition, the importance of product quality has grown for manufacturing companies. Accordingly, the demand for the analysis of intermediate prod…
View article: Simulation-based Data Analysis to Support the Planning of Flexible Manufacturing Systems
Simulation-based Data Analysis to Support the Planning of Flexible Manufacturing Systems Open
View article: Virtual Quality Gates in Manufacturing Systems: Framework, Implementation and Potential
Virtual Quality Gates in Manufacturing Systems: Framework, Implementation and Potential Open
Manufacturing companies are exposed to increased complexity and competition. To stay competitive, companies need to minimize the total cost of quality while ensuring high transparency about process–product relationships within the manufact…
View article: Simulation-based Assessment of Quality Inspection Strategies on Manufacturing Systems
Simulation-based Assessment of Quality Inspection Strategies on Manufacturing Systems Open
From the operational perspective on manufacturing systems, disturbances related to product property (e.g. quality) can be seen as errors leading to longer production cycles, additional quality inspection and handling efforts, resulting in …
View article: Automated statistical evaluation of energy data in the automotive production
Automated statistical evaluation of energy data in the automotive production Open
In the manufacturing industry, there is a strong demand for methods evaluating energy related data like energy load profiles. The obtained energy data can be used in commercial production system planning and simulation software solutions. …
View article: Assessment of Changeability in Battery Cell Production Systems
Assessment of Changeability in Battery Cell Production Systems Open
The production of battery cells for electric vehicles is challenged by several drivers. On the one hand, there is social awareness for climate change and shortage of fossil resources. Therefore, electric vehicles more and more become an el…