Ferramenta de visualização e suporte para possíveis problemas no processo de remoagem de uma mineradora

Abstract

A mining company is made up of many processes, each of which has its peculiarities and monitoring needs so that the company continues to function as it should and deliver a quality product. An example of one of these processes is regrinding, responsible for keeping the ore particle size within a specification. However, the aforementioned process is not always capable of meeting this requirement. This being the case, it becomes necessary to reevaluate the procedure and each of the machines that make it up, possibly costing valuable resources for the company’s operators. Therefore, this work presents a web application that centralizes and facilitates this data analysis using an artificial intelligence model, with recall of 0.75, capable of generating a prediction that can be interpreted and viewed by through a graph with the help of a framework that supports the generation of interactive graphs. These graphs were generated not only for the interpretation of the forecast, but also to facilitate the visualization of the data involved in the process.