Peter Abels
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View article: AI-driven autonomous adaptative feedback welding machine
AI-driven autonomous adaptative feedback welding machine Open
The gas tungsten arc welding (GTAW) is a primary method for nuclear component fabrication and repair. Recent advancements in monitoring and automation technologies have made the shift toward fully automated arc welding more feasible, reduc…
View article: AI Driven Autonomous Adaptative Feedback Welding Machine
AI Driven Autonomous Adaptative Feedback Welding Machine Open
The Gas Tungsten Arc Welding (GTAW) is a primary method for nuclear component fabrication and repair. Recent advancements in monitoring and automation technologies have made the shift toward fully automated arc welding more feasible, reduc…
View article: Defect localization during laser microwelding of battery connectors using long exposure imaging and few-shot learning
Defect localization during laser microwelding of battery connectors using long exposure imaging and few-shot learning Open
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View article: A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards Open
In modern production environments, advanced and intelligent process monitoring strategies are required to enable an unambiguous diagnosis of the process situation and thus of the final component quality. In addition, the ability to recogni…
View article: Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study
Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study Open
An effective process monitoring strategy is a requirement for meeting the challenges posed by increasingly complex products and manufacturing processes. To address these needs, this study investigates a comprehensive scheme based on classi…
View article: Improving Build Quality in Laser Powder Bed Fusion Using High Dynamic Range Imaging and Model-Based Reinforcement Learning
Improving Build Quality in Laser Powder Bed Fusion Using High Dynamic Range Imaging and Model-Based Reinforcement Learning Open
In laser-based additive manufacturing (AM) of metal parts from powder bed, information about actual part quality obtained during build is essential for cost-efficient production and high product quality. Reliable and effective monitoring s…
View article: Communication in high risk ante-natal consultations: a direct observational study of interactions between patients and obstetricians
Communication in high risk ante-natal consultations: a direct observational study of interactions between patients and obstetricians Open
Background Effective communication is crucial to any doctor-patient consultation, not least in pregnancy where the outcome affects more than one person. While higher levels of patient participation and shared decision making are recognised…
View article: Multi-Sensor System for Real-Time Monitoring of Laser Micro-Structuring
Multi-Sensor System for Real-Time Monitoring of Laser Micro-Structuring Open
Constant demand for increase in efficiency of USP-laser micromachining, leading to growing pulse repetition rates and scanning speeds, makes the online process monitoring and control progressively more challenging.However, real-time proces…
View article: Polygon scanning system for high-power, high-speed microstructuring
Polygon scanning system for high-power, high-speed microstructuring Open
A key requirement in automotive industry is reducing weight through innovative lightweight construction concepts. For multi-material construction the manufacture of plastic-metal hybrids poses a particular challenge due to the chemical and…
View article: Machine learning as a comparative tool to determine the relevance of signal features in laser welding
Machine learning as a comparative tool to determine the relevance of signal features in laser welding Open
In laser welding, real-time process information is required for quality assurance and process control. The challenge on sensor technology and processing is determined by dynamic process behavior in the interaction zone. The dimensionality …
View article: Early pregnancy probiotic supplementation with <i>Lactobacillus rhamnosus</i> HN001 may reduce the prevalence of gestational diabetes mellitus: a randomised controlled trial
Early pregnancy probiotic supplementation with <i>Lactobacillus rhamnosus</i> HN001 may reduce the prevalence of gestational diabetes mellitus: a randomised controlled trial Open
The study aims to assess whether supplementation with the probiotic Lactobacillus rhamnosus HN001 (HN001) can reduce the prevalence of gestational diabetes mellitus (GDM). A double-blind, randomised, placebo-controlled parallel trial was c…