Geotechnical Sensor Analysis – Kriging or Gaussian Process Regression for Fracture Risk in Mining. The ability to make informed and quick decisions is invaluable in any operation. Mining operations are particularly safety aware. For geotechnical experts to assess risks and decide on the appropriate procedures quickly, can save lives and save money. In mining operations […]
Industry 4.0 Applications – How do they get Operationally Deployed? The advent of Big Data and Industry 4.0 has lead companies to drive enterprise-wide digitalisation strategies. Engineers are now being tasked with implementing machine learning and deep learning into their projects to make their systems or applications ‘smart’. These challenges are mostly embraced and the […]
In this webinar, we explore what is meant by predictive maintenance and the different workflows which can used based on the data available from a system. Learn about the value in implementing predictive maintenance, leverage machine learning techniques to get insights from sensor data and find out when you might create a digital twin of […]
Industry 4.0 – Internet of Things and ThingSpeak Internet of Things or “IoT” is becoming a popular buzz word these days. It is an emerging trend that describes a situation with embedded devices and sensors all connected to edge nodes, to upload sensed data to cloud storage resources. Data can be used in some […]
What do smart homes, self-driving cars, intelligent factory condition monitoring and fault diagnosis have in common? They all need data This data often exists in several different formats The data changes with time The first step in any Machine Learning workflow involves accessing the data you want to work with. If you have worked with […]
Accessing and processing of data can be done entirely within MATLAB, no matter where it might be stored, including SQL/NoSQL databases, Spark™, and/or Hadoop®. Find out how you can tackle Big Data with MATLAB
Machine learning has made its mark! From medical diagnostic tools, speech recognition (think Siri and Alexa) to movie recommendations and predictive maintenance; machine learning techniques are being used to make critical business and life decisions.
Watch our two-part video series created by our Vacation Work Students Daniel and Vicky to find out more about how reinforcement learning works and how to implement a practical controller with a reinforcement learning algorithm in MATLAB.
An essential aspect of the mining process is the froth flotation process. This removes impurities from minerals, such as silica from iron ore, which ultimately determines the quality of the product. In this article we focus on how neural networks can be applied to the mineral extraction process, ensuring products of a higher quality. The […]
More and more manufacturers are adopting a new approach to process optimisation by integrating practical advances in technology into their day-to-day operations. The concept is built around developing a plant-wide collaborative process that results in efficiency gains that would otherwise have been missed. Many global tech and industry experts believe that this approach is the […]