Blast Performance Twin Data Integration Schema (JSON Schema)
The Blast Performance Twin Data Integration Schema is a standardized JSON Schema defining the structure, semantics, and validation rules for ingesting, harmonizing, and exchanging blast-related operational, geotechnical, and performance data into a mine digital twin. It ensures interoperability across drilling, blasting, fragmentation analysis, and post-blast monitoring systems by enforcing consistent data typing, units, temporal alignment, and spatial referencing. The schema serves as the canonical contract between field sensors, engineering software, and twin analytics engines.
📖 Overview
📑 Key Components
🎯 Applications
- ✓ Real-time blast performance monitoring dashboards
- ✓ AI-driven blast design optimization using historical twin data
- ✓ Regulatory compliance reporting with auditable data lineage
📐 Key Formulas
Rosin-Rammler Distribution Parameter (x₅₀)
x₅₀ = (ln(2) / k)^(1/n)
Calculates the median fragment size (x₅₀) from Rosin-Rammler distribution parameters k (scale) and n (shape), derived from image-based fragmentation analysis.
Powder Factor
PF = TotalExplosiveMass / RockVolume
Measures explosive efficiency in kg/m³; used to benchmark blast economy and correlate with fragmentation outcomes.
Blast Efficiency Index (BEI)
BEI = (x₅₀_designed / x₅₀_actual) × (PF_actual / PF_designed)
Quantifies overall blast performance deviation from design intent; values >1 indicate better-than-expected fragmentation per unit explosive.