Industry – Page 3

Ceit – Automated disassembly system for recovery of critical materials

Ceit – Automated disassembly system for recovery of critical materials Ceit Sector: Industry Business Case Robotic assembly tasks are well established in industry, but automated disassembly is not. There is a lack of automation in this process and it has been identified as one of the great environmental and technological challenges of the next decade. […]

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Gestamp – Artificial Intelligence for Image-Based Weld Defect Detection

Quality / Iñaki Suarez

Gestamp – Artificial Intelligence for Image-Based Weld Defect Detection Gestamp Sector: Industry Business Case Project defined to develop an algorithm that, based on weld bead images available from existing weld bead scanning systems (e.g., Mapvision, SmartRay), will be trained to classify defect type, and those defects will be correlated with process data. Objectives Automatic signal

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Ikerlan – MLOps for Distributed Training of Quality Control ML Models

Quality / Iñaki Suarez

Ikerlan – MLOps for Distributed Training of Quality Control ML Models Ikerlan Sector: Industry Business Case Recently, the company has developed various artificial intelligence models for its core operations. However, it recognises the necessity of creating a platform to oversee model quality in production and facilitate distributed training for the production lines it deploys at

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Mondragon Innovation | Humanity at work – Prediction of Polymer Creep Moduli using Machine Learning

Prediction / Iñaki Suarez

Mondragon Innovation | Humanity at work – Prediction of Polymer Creep Moduli using Machine Learning Mondragon Innovation | Humanity at work Sector: Industry Business Case Polymers gradually lose their stiffness over time when subjected to a constant load, a phenomenon known as creep. Tests to measure this phenomenon are very time-consuming and expensive, meaning the

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Semantic Systems – Decision Support System Decision in Industrial Product Configuration

Prediction / Iñaki Suarez

Semantic Systems – Decision Support System Decision in Industrial Product Configuration Semantic Systems Sector: Industry Business Case Knowledge-based configuration, high qualification of personnel in the definition of the model and constraints governing the product configuration is required. The more complex the product, the longer the implementation time and the higher the learning cost for the

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ITP Aero – Automatic X-Ray Defect Detection

Quality / Iñaki Suarez

ITP Aero – Automatic X-Ray Defect Detection ITP Aero Sector: Industry Business Case X-ray-based inspection processes are very relevant for detecting quality problems. The aim is to build a system capable of assisting inspectors in the detection of defects present in the parts. Objectives Improve capability (sizes detected, probability) and efficiency (time required) in defect

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LKS Next – Smart press optimisation system

Quality / Iñaki Suarez

LKS Next – Smart press optimisation system LKS Next Sector: Industry Business Case Pressing machine settings in metal stamping and drawing processes are adjusted through trial and error. This method is slow, costly and sometimes inaccurate. For this reason, and in order to prevent failures such as necks, wrinkles or fractures from occurring more quickly

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LORTEK – Quality control of welds by profilometry measurements

Quality / Iñaki Suarez

LORTEK – Quality control of welds by profilometry measurements LORTEK Sector: Industry Business Case In the welding process, one of the criteria that determines the quality of the joints is the depth of penetration that the bead has passed through. When two segments are welded together, quality assessment is often costly, especially when access to

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Mondragon Innovation | Humanity at work – Detection of Anomalies in Components of Repetitive Part Production Machine Tools

Quality / Iñaki Suarez

Mondragon Innovation | Humanity at work – Detection of Anomalies in Components of Repetitive Part Production Machine Tools Mondragon Innovation | Humanity at work Sector: Industry Business Case The LG400 grinding machine performs the machining of large batches of repetitive parts in an automotive company. The machine is connected and sending data related to its

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Mondragon Innovation | Humanity at work – Detection of Cutting Tool Breakage in Machining from Vibration Signals with Artificial Intelligence Techniques

Quality / Iñaki Suarez

Mondragon Innovation | Humanity at work – Detection of Cutting Tool Breakage in Machining from Vibration Signals with Artificial Intelligence Techniques Mondragon Innovation | Humanity at work Sector: Industry Business Case Milling cutter tooth breakage in long unattended machining processes can affect the quality of the resulting part and not be detected until it is

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