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Metallurgical balance

Real-Time Metallurgical Intelligence Platform

Transform operational data into reconciled metallurgical balances, production intelligence, and actionable insights across the entire mining operation.

PIPER Operational Platform delivers real-time metallurgical accounting, production reconciliation, and process intelligence by combining operational data, engineering models, and advanced mathematical reconciliation algorithms into a single platform.

 

Business Challenge

One Process. Multiple Versions of the Truth.

Mining operations often generate different production results across operations, metallurgy, planning, laboratory, and management systems.

Without data reconciliation, critical decisions are made using inconsistent information.

Common challenges include:

  • Multiple production reports
  • Spreadsheet-based calculations
  • Manual reconciliations
  • Measurement uncertainties
  • Delayed reporting
  • Limited operational visibility

The PIPER Solution

A Single Source of Truth for Mining Production

PIPER automatically calculates and reconciles production information across the entire mining value chain.

The platform continuously generates:

  • Mass Balances
  • Metallurgical Balances
  • Water Balances
  • Inventory Balances
  • Production Accounting

All calculations are performed in real time using validated process models and reconciled operational data.

Business Benefits

Expected Outcomes

  • Improved Metallurgical Recovery
  • Better Production Visibility
  • Faster Reporting Cycles
  • Higher Data Accuracy
  • Reduced Spreadsheet Dependency
  • Improved Operational Decisions
  • Enterprise-Wide Standardization

Beyond Traditional Metallurgical Reporting

PIPER combines:

  • Industrial Historian
  • Operational Modeling
  • Data Reconciliation
  • Metallurgical Accounting
  • Industrial AI
  • Enterprise Dashboards

within a single Operational Intelligence Platform.

Real-Time Dashboard

Metallurgical Balance Operational Summary

Advanced Reconciliation Engine

Engineering-Based Data Reconciliation

Engineering-Based Data Reconciliation

PIPER incorporates an advanced reconciliation engine designed for complex metallurgical processes.

The solution utilizes:

  • Mass Balance Equations
  • Water Balance Equations
  • Differential Equations
  • Lagrange Optimization Methods
  • Statistical Validation
  • Measurement Error Correction
  • Constraint-Based Process Models

The engine automatically adjusts measurements while maintaining physical consistency throughout the process.

Contextualized Production Intelligence

Using PIPER Modeler, mining companies can create a digital representation of the complete metallurgical process.

The digital model includes:

  • Crushing
  • Grinding
  • Flotation
  • Thickening
  • Filtration
  • Tailings
  • Concentrate Handling
  • Export Operations

This operational context enables more accurate balances and production analytics.

Continuous Production Reconciliation

PIPER continuously calculates:

  • Throughput
  • Metal Production
  • Recovery
  • Head Grade
  • Concentrate Grade
  • Tailings Losses
  • Metal Content
  • Process Inventories

All KPIs are updated automatically as process conditions change.

Real-Time Metallurgical Dashboards

Through PIPER View, users can visualize:

  • Metallurgical Balances
  • Sankey Flow Diagrams
  • Production Reconciliation
  • Recovery Analysis
  • Water Balance
  • Inventory Tracking
  • Operational KPIs

Interactive dashboards provide complete visibility from mine to port.

Integrated Water Accounting

Track water consumption and distribution across the entire operation.

Monitor:

  • Fresh Water
  • Recycled Water
  • Process Water
  • Thickener Water
  • Tailings Water
  • Water Recovery