Geomechanical Twin Calibration Excel Template
The Geomechanical Twin Calibration Excel Template is a structured spreadsheet tool designed to integrate field-derived geomechanical data (e.g., rock mass properties, stress measurements, and deformation monitoring) with numerical model parameters used in digital twin simulations of mining excavations. It enables systematic parameter reconciliation—adjusting model inputs to align simulated behavior (e.g., convergence, failure zones) with observed in-situ responses. The template supports traceable, auditable calibration workflows essential for validating the predictive fidelity of mine-scale geomechanical digital twins.
📖 Overview
📑 Key Components
🎯 Applications
- ✓ Calibrating 3D continuum models for deep-level gold mines
- ✓ Validating discrete fracture network (DFN)-based stability assessments
- ✓ Supporting real-time adaptive re-calibration during active mining phases
📐 Key Formulas
Root Mean Square Error (RMSE)
RMSE = √[Σ(y_obs,i − y_sim,i)² / n]
Quantifies average magnitude of prediction errors between observed (y_obs) and simulated (y_sim) displacements/stresses across n measurement points
Hoek-Brown Strength Reduction Factor
SRF = σ_ci / σ_cm
Ratio of intact rock uniaxial compressive strength (σ_ci) to calibrated rock mass strength (σ_cm); used to assess conservatism in strength assignment
Parameter Sensitivity Index (PSI)
PSI_j = |∂y_sim/∂p_j| × (Δp_j / y_range)
Dimensionless measure of how sensitive simulation output y_sim is to perturbation Δp_j in parameter p_j, normalized by output range; computed via finite-difference approximation