Predictive repairs and maintenance
of equipment and appliances

The system of predicting failure
of mining equipment (dump trucks, excavators)
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
Ggrowth 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 1 копия 6
Prediction of failure
Prediction of failure based on analysis of historical data
Benefits
  • Information about work of equipment from more than 70 mining enterprises
  • Work and cooperation with producers of quarry equipment
  • Expert evaluation of the operation of equipment and mathematical models for forecasting the operation of quarry equipment
  • Settings of the strategy of repairs including implementing predictive analysis of the mining equipment
Functionality
  1. Collecting and data analysis from current systems of automatization and other sources (such as automated control system, mining and transport complex, EPR, Excel, manual data), choice of the type of equipment and preliminary forecast analysis
  2. Analysis of accuracy of the forecast and refinement of one based on training the prediction model
  3. Visualization of the results
  4. Interfaces of managing processes of Maintenance and repair on the MES level
  5. Integration with ERP and a system of Maintenance and repair