Results 21 to 30 of about 556,516 (266)

The Effect of Annotation Quality on Wear Semantic Segmentation by CNN

Sensors
In this work, we investigate the impact of annotation quality and domain expertise on the performance of Convolutional Neural Networks (CNNs) for semantic segmentation of wear on titanium nitride (TiN) and titanium carbonitride (TiCN) coated end mills ...
Mühenad Bilal, Ranadheer Podishetti, Leonid Koval, Mahmoud A. Gaafar, Daniel Grossmann, Markus Bregulla   +5 more
doaj   +1 more source

Unlocking the Potential of Information Modeling for Root Cause Analysis in a Production Environment: A Comprehensive State-of-the-Art Review Using the Kitchenham Methodology

IEEE Access
Data from production environments is now available in unprecedented volumes, making the problem-solving of incidents through root cause analysis straightforward. However, the root cause analysis process remains time-consuming.
Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Daniel Grossmann, Markus Bregulla   +6 more
doaj   +1 more source

THE DEVELOPMENT OF INFORMATION AND COMMUNICATION TECHNOLOGIES AS THE BASIS FOR DIGITAL TRANSFORMATION AND INFORMATION PROCESSING IN SPATIAL TRACKING SYSTEMS

Вестник университета, 2020
All economic actors seeking sustainable functioning are forced to go through a process of digital transformation in the new economic conditions. The concept of “digital technology” has been defined, the development of information and communication ...
Yu. Brahimi, I. N. Ivanov
doaj   +1 more source

Digital product passports

Electronic Markets
Abstract Digital product passports (DPPs) will become mandatory in the European Union (EU) for a wide range of product categories under the Ecodesign for Sustainable Products Regulation (ESPR). DPPs are digital artifacts that capture and share essential product data across organizational boundaries.
Dimitri Petrik, Gero Strobel, Thorsten Schoormann, Frederik Möller, Christoph Hoppe-Ludwig, Virginia Springer   +5 more
openaire   +4 more sources

Understanding Inhomogeneous Mechanical Properties in PBF-LB/M Manufactured Parts Due to Inhomogeneous Macro Temperature Profiles Based on Process-Inherent Preheating

Journal of Manufacturing and Materials Processing, 2023
The mechanical properties in laser-based powder bed fusion (PBF-LB/M) manufactured parts are anisotropic in nature due to the layer-wise build-up but also change due to different solidification conditions in dependence on the process strategy and the ...
Jonas Zielinski, Jan Theunissen, Henrik Kruse, Silja-Katharina Rittinghaus, Johannes Henrich Schleifenbaum, Dongjian Zhu, Mustafa Megahed   +6 more
doaj   +1 more source

GENERATIVE ARTIFICIAL INTELLIGENCE FOR FORMING MANUFACTURING ROUTING SHEET IN TECHNOLOGICAL PREPARATION OF PRODUCTION BASED ON DESIGN DOCUMENTATION

Измерение, мониторинг, управление, контроль
Background. In modern production, optimization of production processes is becoming increasingly important. One of the effective tools to achieve this goal is the use of CAPP systems in combination with artificial intelligence.
Vitaly R. Aleksandrov, Aleksey A. Shchetkin, Aleksandr S. Bevz, Sergei A. Vyaznikov, Aleksandr A. Borisov   +4 more
doaj   +1 more source

Supporting Survivor‐Centered Care Through Digital Health Integration

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Survivors of childhood cancer face barriers to receiving guideline‐based, long‐term follow‐up care. Two digital tools, Passport for Care (PFC) and Cancer SurvivorLink (SurvivorLink), address complementary gaps by enabling tailored survivorship care plan (SCP) generation, updating, storage, and sharing.
Jordan G. Marchak, Rebecca Williamson‐Lewis, Michael O'Connor, Michael Palgon, Yu‐Ra Kim, Michael Schuckenbrock, Paula Edwards, Abraham Mendoza, Anthony Adams, Brian Arriaga‐Solis, Justin Parker, Harry Tinoco‐Giraldo, Jason King, C. Michael Fordis, Karen E. Effinger, Maria Monica Gramatges   +15 more
wiley   +1 more source

Integrating inflow control valve control with LSTM networks for oil production forecasting in horizontal intelligent well application

Journal of Petroleum Exploration and Production Technology
Inflow Control Valves (ICVs) are pivotal components in intelligent horizontal well systems, enabling precise fluid flow regulation and enhancing reservoir management.
Liang Zhang, Zhong Cheng, Zhouzheng Hao, Kai Zuo, Kefei Liu   +4 more
doaj   +1 more source

Benchmarking CNN Architectures for Tool Classification: Evaluating CNN Performance on a Unique Dataset Generated by Novel Image Acquisition System

IEEE Access
In this study, we introduce the ToolSurface-144 dataset, which is presented here for the first time. It comprises four subsets – Full R, Full S, Top R, and Top S – each containing 144 tool classes captured under varying illumination ...
Muhenad Bilal, Ranadheer Podishetti, Daniel Grossmann, Markus Bregulla   +3 more
doaj   +1 more source

Laser Powder Bed Fusion Tool Repair: Statistical Analysis of 1.2343/H11 Tool Steel Process Parameters and Microstructural Analysis of the Repair Interface

Journal of Manufacturing and Materials Processing, 2022
High pressure die casting (HPDC) tools undergo several repairs during their life cycle. Traditional repair methods (e.g., welding) cannot always be applied on damaged tools, necessitating complete replacement.
Sandra Megahed, Raphael Koch, Johannes Henrich Schleifenbaum   +2 more
doaj   +1 more source