Creation of predictive models to achieve accuracy on the entire batch of components
Alcorta Forging Group is a company located in Elgoibar (Guipuzcoa), with over a 100 years of history in the forging sector and international presence in countries such as China, USA and South Africa. In the hot forging process of steel, the conditions are very severe due to process waste and the required high temperatures. This is why, through the implementation of technologies such as IoT, AI or Big Data, a process control system has been developed using predictive models, with the aim to achieve excellence in the hot forging process to be competitive in the difficult automotive market.
Take a look at the video!
Need:
Create machine learning models, which relate data from the manufacturing process with subsequent quality data, in order to predict the quality of the parts based on the data obtained in real time: firstly, data is captured in extreme environments and then set up for reading and analysis in each manufacturing batch.
Area of the company where the solution is focused:
Automotive
Sector: Automotive
Location: Elgoibar (Gipuzkoa)
Benefits of the Solution:
- Real-time production process data analysis
- Creation of predictive models through machine learning
Incorporated Technologies:
- 3D
- Machine Learning
Related news
Indart3D incorporates new materials to its 3D printing processes
Indart3D is a cooperative located in Irun that designs, manufactures and sells state-of-the-art 3D printers. This company from Gipuzkoa combines modules and technologies to adapt to the specific needs of each project and thanks to BDIH Konexio has been able to study and analyze new metallic and ceramic materials in...
Drilling of composite materials with one-shot tools
Zubiola was founded in Azpeitia in 1966 and has been on a technological journey for almost six decades. After a beginning dedicated to the manufacture of machinery for the furniture industry, nowadays most of the company's business is in the automotive and aeronautics sectors, through the manufacture of polycrystalline diamond...
Development of a metrology software focused on pre-scanned items
Metrología Sariki is a part of the Unceta Group and has more than 35 years of experience in the field of measurement and inspection in the industrial environment. Sariki distributes machines from different manufacturers and inspection technologies adapted to the requirements of the market. Moreover, the company carries out turnkey...
Improvement in the tailstock manufacturing process through LMD technology
Zubacor is a company founded back in 1963. It is currently focused on the manufacture and assembly of different machines, the production of parts under drawing and the development of accessories for machine tools. With 60 years of experience, Zubacor has a portfolio of renowned clients, both national and international....
Improvement in the treatment of sheet metal forming by means of a die to improve its flexibility
Fagor Electrónica is a Mondragón Corporation company founded in 1957. It currently employs more than 650 people and has plants in China, Mexico, Germany, Turkey and the United States. Fagor designs and manufactures automated and high-tech lines mainly for the sheet metal sector. They also manufacture forming lines for the...
Industrialisation of 3D printing for the manufacture of inorganic sand cores for aluminium cylinder heads for the automotive industry
Loramendi is a company founded 50 years ago and belongs to the Mondragon Group. Its work is focused on offering foundry solutions for core making, vertical model and service. Thanks to this work they are able to provide assistance and spare parts to national and international customers.
Improved fruit and vegetable detection through machine vision and real-time image analysis software library
Grabit is a company founded in 2019 that works in the field of machine vision. Its aim is to provide cost efficient solutions for the retail sector that improve the efficiency of processes, for example, in supermarkets. This work constitutes improved customer experience, new business models and increased efficiency.
Improved cutting-edge radii for superfinishing of printed components in metal additive manufacturing
.
Robotic palletising system for tyres
Ingenersun is an engineering company dedicated to the automation of industrial processes. The company is specialized in turnkey projects and for this purpose has a team of 25 people in charge of design, programming, assembly and set-up.
Characterisation of micro-alloyed material for new industry applications
Metagra is a Bergara-based company dedicated to stamping or cold forging. With more than 60 years of history and 125 workers between Spain and Mexico, it supplies complex technical components to the automotive industry. The aim of the case was to find out the limitations of a material developed by...