Juniper Publishers - Variable Selection for Conveyor-Belt Mean Wear Rate Prediction
Insights in Mining Science & Technology Abstract Rubber belt conveyors are an integral part of many mining and bulk haulage applications. The belts are designed to wear in-service and thus need to be replaced periodically. Currently, belt life management is done by measuring the thickness reduction and estimating remaining life once the belt has been operating for some time. This approach is not applicable for new conveyor belts. In this paper we present a process for building a model, and results thereof, to predict the life of new conveyor-belts based on a variety of design and operating parameters. The work analyses wear readings from operating conveyor belts and constructs linear regression models for predicting the wear-rate of out-of-set conveyors. Ultrasonic readings from 165 iron-ore rubber, steel-cored conveyor belts, installed in 95 conveyors were modelled against various belt and conveyor features. Nine linear regression models and/or modelling approa...