Search Results - "Weyrich, Michael"
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Generation of Asset Administration Shell With Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0
Published in IEEE access (2024)“…This research introduces a novel approach for achieving semantic interoperability in digital twins and assisting the creation of Asset Administration Shell…”
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A hybrid framework for latency compensation in remote testing of automotive electronic control units
Published in Frontiers in the internet of things (18-09-2024)“…As the number of electronic control units (ECUs) in vehicles continues to grow, exchanging physical components between original equipment manufacturers (OEMs)…”
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3
Data Integration for Digital Twins in Industrial Automation: A Systematic Literature Review
Published in IEEE access (2024)“…The domain of industrial automation faces challenges, such as shortened product life cycles, shortage of skilled labor, and increased complexity. Addressing…”
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A Polyclonal Immune Function Assay Allows Dose-Dependent Characterization of Immunosuppressive Drug Effects but Has Limited Clinical Utility for Predicting Infection on an Individual Basis
Published in Frontiers in immunology (15-05-2020)“…Dosage of immunosuppressive drugs after transplantation critically determines rejection and infection episodes. In this study, a global immune function assay…”
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A π-Halogen Bond of Dibenzofuranones with the Gatekeeper Phe113 in Human Protein Kinase CK2 Leads to Potent Tight Binding Inhibitors
Published in Pharmaceuticals (Basel, Switzerland) (17-02-2018)“…Human protein kinase CK2 is an emerging target for neoplastic diseases. Potent lead structures for human CK2 inhibitors are derived from dibenzofuranones. Two…”
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Force/Torque Data Modeling for Contact Position Estimation in Peg-in-Hole Assembling Application
Published in MATEC web of conferences (01-01-2015)“…This paper presents an approach for estimating contact positions of peg-in-hole assembling application using data models created from Force/Torque sensor…”
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Journal Article Conference Proceeding -
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A survey on anomaly detection for technical systems using LSTM networks
Published in Computers in industry (01-10-2021)“…•Focusing on practical application of neural network-based detection algorithms.•LSTM-based approaches allow dynamic and time-variant anomaly…”
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8
Validation of Autonomous Systems
Published in IEEE software (01-09-2019)“…Society today depends on autonomous systems, such as intelligent service systems, self-driving trains, and remote surgeries. 1 The ultimate validation of the…”
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Reference Architectures for the Internet of Things
Published in IEEE software (01-01-2016)“…The Internet of Things (IoT) is about innovative functionality and better productivity by seamlessly connecting devices. But a major threat is the lack of…”
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A method for the automated digitalization of fluid circuit diagrams
Published in Computers in industry (01-11-2024)“…The benefits of Digital Twins are widely recognized across various use cases. However, to ensure efficient utilization of Digital Twins, it is crucial to…”
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An interactive environment for virtual manufacturing: the virtual workbench
Published in Computers in industry (1999)“…The approach of a `virtual workbench' and its application to so-called virtual manufacturing is presented and discussed in this paper. The `virtual workbench'…”
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Graph-based association rule learning for context-based health monitoring to enable user-centered assistance
Published in Artificial intelligence in medicine (01-01-2023)“…In response to the demographic change and the accompanying challenges for effective healthcare, approaches to enable using advancements of digitalization and…”
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13
Testing Software Systems
Published in IEEE software (01-07-2022)“…Software is consuming the world—and defects are consuming the software. While we entrust our entire society to software, we rarely think about the underlying…”
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14
Hints for Generative AI Software Development
Published in IEEE software (01-09-2024)“…Developers benefit from enhanced productivity with GAI. Yet, often they question how to approach GAI development and how to integrate GAI to their systems…”
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Functional verification of distributed automation systems: Assisting production line operators by an automated model composition
Published in International journal of advanced manufacturing technology (01-12-2019)“…The demand of customer-specific products leads to a fundamental change to manufacturing facilities. To adapt the facilities to new product types, frequently…”
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A survey on machine learning based analysis of heterogeneous data in industrial automation
Published in Computers in industry (01-08-2023)“…In many application domains data from different sources are increasingly available to thoroughly monitor and describe a system or device. Especially within the…”
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Querying OPC UA information models with SPARQL
Published in 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) (01-09-2019)“…OPC UA is one of the most important communication protocols for IIoT applications in the automation domain. One important requirement for Industry 4.0…”
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Conference Proceeding -
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Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle
Published in Journal of manufacturing systems (01-10-2024)“…The concept of the Digital Twin, which in the context of this paper is the virtual representation of a production system or its components, can be used as a…”
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Enhance FMEA with Large Language Models for Assisted Risk Management in Technical Processes and Products
Published in 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) (10-09-2024)“…This paper presents a novel application of Large Language Models (LLMs) to improve Failure Mode and Effect Analysis (FMEA) for managing risks in technical…”
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Conference Proceeding -
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Simulation Model for Digital Twins of Pneumatic Vacuum Ejectors
Published in Chemical engineering & technology (01-01-2023)“…Increasing productivity, as well as flexibility, is required for the industrial production sector. To meet these challenges, concepts in the field of “Industry…”
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