Knowledge Hub
Your Gateway to Technical Knowledge Exchange for the Global Electronics Community
Explore our database of industry knowledge that fuels innovation, learning, and professional growth. Knowledge Hub is a collection of conference technical papers, webinars, presentations, on-demand video and more. You can search by author, title, keyword and type of content. You can also search for keywords and topics in the Tag field. Access to Knowledge Hub is reserved for members.
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Electronic Board Defect Classification and Detection with Deep Learning
Inspection means have increasingly been incorporated into typical manufacturing of boards, substrates and/or systems. A significant number of automatic inspections rely on the analysis of im
.. read more
Using Machine Learning for Anomaly Pattern Recognition in Manufacturing Processes
As the manufacturing sector is under constant pressure to satisfy customers’ demands in a competitive market by applying complex processes to meet manufacturing cost and schedule goals, the
.. read more
Towards Artificial Intelligence in SMT inspection processes
To ensure the highest possible quality standards in automotive electronics production, an extensive implementation of testing and inspection systems throughout production is mandatory. In SM
.. read more
AI for Electronics Manufacturing – An Industry 4.0 Architecture and ConditionMonitoring Framework for Printed Circuit Board Assemblies
The key challenge for industry in adopting AI into their manufacturing processes surrounds the accessibility of their data. Many manufacturing industries, especially electronics manufacturin
.. read more
A Framework for Large-Scale AI-Assisted Quality Inspection Implementation in Manufacturing Using Edge Computing
In recent years, neural network based deep learning models has demonstrated high accuracy in object detection and classification in the area of digital image processing. Manufacturing indust
.. read more
A Guide to Manufacturing Data Analytics
Data is the New Oil
Clive Humby, UK Mathematician and architect of Tesco’s Clubcard is widely credited as the first to coin the phrase in 2006: “Data is the new oil. It’s valuable,
.. read more
Interfacing Machines with Manufacturing Software: What Exactly Does It Entail and Is It Worth the Hassle?
With the ascent of Industry 4.0, the urgency of connecting to equipment on a manufacturing line is increasing. This article focuses on the electronics industry and summarizes what that inter
.. read more
Electronic Board Defect Classification and Detection with Deep Learning
Inspection means have increasingly been incorporated into typical manufacturing of boards, substrates and/or systems. A significant number of automatic inspections rely on the analysis of im
.. read more
Using Machine Learning for Anomaly Pattern Recognition in Manufacturing Processes
As the manufacturing sector is under constant pressure to satisfy customers’ demands in a competitive market by applying complex processes to meet manufacturing cost and schedule goals, the
.. read more
Towards Artificial Intelligence in SMT inspection processes
To ensure the highest possible quality standards in automotive electronics production, an extensive implementation of testing and inspection systems throughout production is mandatory. In SM
.. read more
AI for Electronics Manufacturing – An Industry 4.0 Architecture and ConditionMonitoring Framework for Printed Circuit Board Assemblies
The key challenge for industry in adopting AI into their manufacturing processes surrounds the accessibility of their data. Many manufacturing industries, especially electronics manufacturin
.. read more
A Framework for Large-Scale AI-Assisted Quality Inspection Implementation in Manufacturing Using Edge Computing
In recent years, neural network based deep learning models has demonstrated high accuracy in object detection and classification in the area of digital image processing. Manufacturing indust
.. read more
A Guide to Manufacturing Data Analytics
Data is the New Oil
Clive Humby, UK Mathematician and architect of Tesco’s Clubcard is widely credited as the first to coin the phrase in 2006: “Data is the new oil. It’s valuable,
.. read more
Interfacing Machines with Manufacturing Software: What Exactly Does It Entail and Is It Worth the Hassle?
With the ascent of Industry 4.0, the urgency of connecting to equipment on a manufacturing line is increasing. This article focuses on the electronics industry and summarizes what that inter
.. read more