Predictive repairs and maintenance
of equipment and appliances

The system of predicting failure
of mining equipment (dump trucks,
cargo handling equipment, mining machinery)
is based on the data analysis and settings
of expert restrictions on the operation of units
and equipment assemblies
Key
functions
Монтажная область 1 копия 4
Growth of the operational
Growth of the operational availability of machinery
Монтажная область 3 копия
Prediction of equipment
Prediction of equipment stoppage and idle time
Монтажная область 4 копия 10
Classification of the defects
Classification of the defects affecting the failure of machinery
Монтажная область 6 копия 19
Prediction of mining equipment
Prediction of mining equipment (dump trucks, cargo handling equipment) failures based on analysis of historical data and settings of expert restrictions on the operation of units and equipment assemblies
Benefits
  • Expert evaluation of the equipment in operation and implementing self-learning mathematical models
  • Settings of the strategy of repairs including predictive analytics of the mining equipment
  • Experience in applying forecast analytics to the management of concentrators
Functionality
  1. Analysis of accuracy of the forecast and refinement of one based on training the prediction model
  2. Visualization of the results
  3. Interfaces of managing processes of Maintenance and repair on the MES level
  4. Integration with ERP and a system of Maintenance and repair