Florian Stamer
YOU?
Author Swipe
View article: Minimizing Optical Measurement Time of Micro Spur Gears through Point Cloud Completion Techniques
Minimizing Optical Measurement Time of Micro Spur Gears through Point Cloud Completion Techniques Open
In micro gear manufacturing, quality assessment relies on full-geometry measurements to evaluate functional performance. Due to tolerances down to one micrometer, high-end metrology is essential. Optical systems enable fast, noncontact mea…
View article: From cost to capability: Technology Multiplier in EV manufacturing strategy
From cost to capability: Technology Multiplier in EV manufacturing strategy Open
In an increasingly dynamic and uncertain global environment, companies face significant challenges in aligning production strategies with long-term competitiveness and innovation. Many firms focus on short-term cost savings through outsour…
View article: Application of dynamic pricing for variant production using reinforcement learning
Application of dynamic pricing for variant production using reinforcement learning Open
View article: Harmonizing micro crown gear and spur gear geometries: A novel approach for geometry evaluation through analogous transformation
Harmonizing micro crown gear and spur gear geometries: A novel approach for geometry evaluation through analogous transformation Open
View article: Simulating X-ray beam energy and detector signal processing of an industrial CT using implicit neural representations
Simulating X-ray beam energy and detector signal processing of an industrial CT using implicit neural representations Open
Simulating computed tomography (CT) systems offers numerous advantages, including the optimization of scan parameters, training of specialist personnel, and quantification of measurement uncertainties. Current simulation approaches, often …
View article: Coping with concept drift in a virtual metrology application to predict part quality in micro gear manufacturing
Coping with concept drift in a virtual metrology application to predict part quality in micro gear manufacturing Open
View article: Enhancing Visual Inspection in Remanufacturing: A Reinforcement Learning Approach with Integrated Robot Simulation
Enhancing Visual Inspection in Remanufacturing: A Reinforcement Learning Approach with Integrated Robot Simulation Open
This paper presents an approach for solving the View Planning Problem (VPP) in robotic inspection using Reinforcement Learning (RL). Building on a prior framework, this work takes a significant step forward by integrating a detailed roboti…
View article: The Role of Metrology in Decarbonization
The Role of Metrology in Decarbonization Open
View article: Integrative inspection methodology for enhanced PCB remanufacturing using artificial intelligence
Integrative inspection methodology for enhanced PCB remanufacturing using artificial intelligence Open
View article: Optimizing quality and cost in remanufacturing under uncertainty
Optimizing quality and cost in remanufacturing under uncertainty Open
In the context of growing sustainability demands, businesses are increasingly adapting their production practices by integrating remanufacturing. However, companies often face challenges in profitably implementing remanufacturing due to co…
View article: Effect of technology multiplier: A framework for analysis of innovation perspectives on production segment allocation
Effect of technology multiplier: A framework for analysis of innovation perspectives on production segment allocation Open
View article: Adaptive acquisition planning for visual inspection in remanufacturing using reinforcement learning
Adaptive acquisition planning for visual inspection in remanufacturing using reinforcement learning Open
In remanufacturing, humans perform visual inspection tasks manually. In doing so, human inspectors implicitly solve variants of visual acquisition planning problems. Nowadays, solutions to these problems are computed based on the object ge…
View article: A Framework for Anomaly Classification and Segmentation in Remanufacturing using Autoencoders and Simulated Data
A Framework for Anomaly Classification and Segmentation in Remanufacturing using Autoencoders and Simulated Data Open
View article: Qualitätssicherung von Brennstoffzellen/Quality assurance for fuel cells
Qualitätssicherung von Brennstoffzellen/Quality assurance for fuel cells Open
Referenzbauteile mit Defektmerkmalen sind essentiell für die Erprobung von Prüfverfahren in der Qualitätssicherung der Brennstoffzellenfertigung. Aufgrund der schlechten Zugänglichkeit von defekten Bipolarplatten wird in diesem Beitrag ein…
View article: Selective disassembly planning considering process capability and component quality utilizing reinforcement learning
Selective disassembly planning considering process capability and component quality utilizing reinforcement learning Open
View article: Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears
Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears Open
View article: Development of a simulative approach in order to estimate the impact of smart services on a production system
Development of a simulative approach in order to estimate the impact of smart services on a production system Open
The increasing digitalisation and development of the fourth industrial revolution have created new opportunities in the B2B manufacturing industry. These opportunities come in the form of smart services, which are made possible by the inte…
View article: Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’
Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’ Open
While attracting increasing research attention in science and technology, Machine Learning (ML) is playing a critical role in the digitalization of manufacturing operations towards Industry 4.0. Recently, ML has been applied in several fie…
View article: Evolutionary Cost-Tolerance Optimization for Complex Assembly Mechanisms Via Simulation and Surrogate Modeling Approaches: Application on Micro Gears
Evolutionary Cost-Tolerance Optimization for Complex Assembly Mechanisms Via Simulation and Surrogate Modeling Approaches: Application on Micro Gears Open
With the introduction of new technologies, the scope of miniaturization has broadened. The conditions under which complicated products are designed, manufactured, and assembled ultimately influence how well they perform. The intricacy and …
View article: Modeling the effect of workpiece temperature on micromagnetic high-speed-3MA-testing in case of AISI 4140
Modeling the effect of workpiece temperature on micromagnetic high-speed-3MA-testing in case of AISI 4140 Open
View article: CT-Messungen automatisieren/Automating CT measurements
CT-Messungen automatisieren/Automating CT measurements Open
Industrielle Computertomographie erfordert umfassendes Expertenwissen. In diesem Beitrag wird ein Konzept vorgestellt, um die Parametrisierung von Messungen durch Reinforcement Learning zu automatisieren. Innerhalb einer Simulation sollen …
View article: Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell
Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell Open
In production networks, production must run efficiently across company boundaries. Companies must be able to react quickly as a single unit. Two trends are influencing this situation: On the one hand, the progressing servitization leads to…
View article: Competence Development Program to Promote Collaborative and Agile Production Networks Based on a Learning Factory
Competence Development Program to Promote Collaborative and Agile Production Networks Based on a Learning Factory Open
View article: Deriving Collaboration Cases in Production Networks Considering Smart Services
Deriving Collaboration Cases in Production Networks Considering Smart Services Open
View article: Using Smart Services as a Key Enabler for Collaboration in Global Production Networks
Using Smart Services as a Key Enabler for Collaboration in Global Production Networks Open
Collaboration in global production networks becomes more important in times of increased interconnectivity and complexity. However, due to various resistors the collaboration potential has not been realized, yet. At the same time digitaliz…