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 failures
Prediction of failures of mining equipment (dump trucks, cargo handling equipment) 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 mathematical models of prediction work of quarry machinery
  • Setting of the strategy of repairs including applying predictive analysis of 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