Tafalla Iron Foundry drives industrial innovation with an R&D project that reduces metallurgical defects by up to 50%

Tafalla Iron Foundry

Navarre-based cooperative Tafalla Iron Foundry (TIF) has successfully completed the development phase of Optimodel, an R&D project aimed at optimising the iron melting process through advanced data analytics and artificial intelligence.

This initiative has enabled the company to reduce defects linked to metallurgical causes by up to 50%, significantly improving process stability in one of the most critical stages of foundry operations.

Launched in 2024, with industrial implementation scheduled for 2026, the project integrates industrial sensors, data acquisition systems and machine learning algorithms. These tools allow the company to anticipate the evolution of molten metal composition and optimise furnace operations in real time.

In addition to enhancing product quality, Optimodel has improved efficiency and sustainability. Key results include reductions of up to 15% in copper consumption and up to 50% in tin usage, as well as lower reliance on other ferroalloys.

A major milestone of the project has been the development of predictive models capable of estimating material properties—such as strength and hardness—prior to manufacturing. This reduces uncertainty and minimises the need for post-production adjustments.

The initiative has been carried out in collaboration with the Public University of Navarre (UPNA) and has received support from the Government of Navarre, reflecting the region’s strong commitment to digitalisation and industrial R&D as key drivers of competitiveness.

With this development, Tafalla Iron Foundry strengthens its position as a benchmark for industrial innovation within Navarre’s ecosystem and moves towards full-scale implementation, consolidating a model based on intelligent decision-making and advanced technologies.

Source: Diario de Navarra

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