Ph.D. Research Position: Embark on a cutting-edge Ph.D. research project at the University of Adelaide focusing on maximising mill throughput through the application of machine learning techniques and evolutionary algorithms. The project involves real-time analytics of particle size distributions and grinding circuit sensors to develop an online model for optimisation. Join a dynamic team led by Dr. Lei Chen, along with esteemed co-supervisors, and contribute to advancing predictive grinding circuit models for enhanced efficiency in mining operations.
Ph.D. Research Position – Maximising Mill Throughput using Machine Learning and Evolutionary Algorithms
Designation: Ph.D. Researcher (HDR11 Project)
Research Area: Maximising mill throughput using machine learning techniques and evolutionary algorithms, with a focus on analytics of particle size distributions and grinding circuit sensors.
Location: University of Adelaide, Australia
Eligibility/Qualification: Prospective candidates should possess a strong background in mining, engineering, or related disciplines. A Master’s degree or equivalent in a relevant field is required. Prior experience in machine learning, evolutionary algorithms, or process optimization will be advantageous.
Job Description:
- Analyse real-time data collected by circuit sensors to develop predictive grinding circuit models.
- Implement and refine optimisation methods based on sensor inputs, including evolutionary algorithms and bio-inspired optimisation approaches.
- Collaborate with the research team to integrate findings into operational strategies for maximising mill throughput.
- Engage in regular discussions and progress updates with the principal supervisor and co-supervisors.
How to Apply: Interested candidates are invited to send their applications, including a detailed CV and a cover letter expressing their motivation and relevant experience, to the Principal Supervisor, Dr. Lei Chen, at lei.chen@adelaide.edu.au. Please include “Ph.D. Application – HDR11 Project” in the email subject.
Last Date for Apply: Early applications are encouraged.
Key Contacts:
- Principal Supervisor: Dr Lei Chen
- Email: lei.chen@adelaide.edu.au
- Ph: +61 08 8313 5469
- Co-supervisors:
- Professor Frank Neumann
- Adjunct Associate Professor Max Zanin
- Professor Chris Aldrich
- Dr Richmond Asamoah
