Molycop is proud to announce that its technical paper, "Power Prediction in Grinding Using Hybrid Models and Time-Series Architectures", has been selected for presentation at Minería Digital 2026.
Key Facts
- Molycop's abstract "Power Prediction in Grinding Using Hybrid Models and Time-Series Architectures" has been accepted for presentation at Minería Digital 2026.
- The project is being led by María José Astudillo and Fernanda Barrera, with support from Molycop's Chilean team.
- The presentation highlights Molycop's ongoing commitment to digital innovation and advanced analytics in mineral processing.
Advancing Digital Innovation in Comminution
Molycop continues to invest in developing the technologies and insights that help mining operations improve efficiency, productivity and sustainability. The acceptance of this presentation at Minería Digital 2026 is a significant recognition of the company's work in applying advanced data science and artificial intelligence to optimise grinding circuit performance.The presentation, titled "Power Prediction in Grinding Using Hybrid Models and Time-Series Architectures," explores innovative approaches to predicting grinding power consumption using a combination of hybrid modelling techniques and modern time-series analytical methods. By leveraging advanced data-driven technologies, these approaches have the potential to enhance operational visibility, improve forecasting capabilities and support more informed decision-making within concentrator operations.
As mining companies increasingly embrace digital transformation, the ability to accurately predict key process parameters is becoming essential to improving operational performance and achieving sustainable production outcomes.
Industry Recognition at Minería Digital 2026
Organised by Gecamin, Minería Digital is one of the mining industry's premier forums dedicated to automation, digitalisation, artificial intelligence and electrification. The conference brings together mining companies, technology providers, researchers and industry leaders to share knowledge, present innovations and discuss the future of digital mining.Being selected for an oral presentation reflects the technical quality and industry relevance of Molycop's research. The event provides an important platform to showcase how advanced analytics and machine learning can be applied to solve practical challenges faced by modern mining operations.
The conference's focus on operational technology, predictive analytics and digital transformation aligns closely with Molycop's strategy of delivering integrated solutions that combine metallurgical expertise, process optimisation and digital innovation.
A Collaborative Global Effort
The accepted presentation is the result of a collaborative effort led by María José Astudillo, R&D Data Analyst, and Fernanda Barrera, Application Engineer Manager, with valuable contributions from Molycop's Chilean team and support from the broader global innovation group.According to Paul Shelley, VP Innovation, the achievement highlights both the strength of Molycop's technical capabilities and the company's commitment to innovation through collaboration.
By bringing together expertise in mineral processing, data science and technology development, Molycop continues to create practical solutions that help customers optimise performance and unlock greater value from their operations.
Supporting the Future of Smart Mining
Digital technologies are rapidly reshaping the mining industry. From predictive maintenance and advanced process control to machine learning and artificial intelligence, mining companies are increasingly seeking tools that deliver actionable insights and measurable operational improvements.Molycop's participation in Minería Digital 2026 reflects the company's ongoing commitment to supporting this transformation. Through continued investment in research, innovation and digital solutions, Molycop is helping operations move beyond traditional approaches and embrace the next generation of intelligent mining technologies.
The presentation will provide attendees with valuable insights into how hybrid modelling and time-series architectures can be applied within grinding circuits to improve prediction accuracy and support operational excellence.
Progress Through Innovation
As the mining industry continues its digital evolution, Molycop remains focused on developing technologies and solutions that help customers operate more efficiently, sustainably and competitively.Participation in Minería Digital 2026 represents another important milestone in Molycop's innovation journey and reinforces the company's position as a trusted partner delivering both technical expertise and advanced digital capabilities to the global mining industry.
Molycop looks forward to sharing its research with industry peers and contributing to the conversations that will help shape the future of mining technology.
