📋 Case Study
Canadian Prairie Grain Transport Telematics Integration
Inconsistent payload reporting across OEMs led to inaccurate load reconciliation and bin-fill forecasting
🏗️ Project Overview
Integration of 92 grain carts, augers, and trucks into single fleet analytics platform
🎯 Challenge
Inconsistent payload reporting across OEMs led to inaccurate load reconciliation and bin-fill forecasting
🔧 Design Approach
Built cross-platform SPN harmonizer using SPN 513 (mass flow), SPN 124 (weight), and SPN 522 (load status); applied dynamic offset correction based on cart calibration history
📐 Design Diagram
AI-generated project design illustration
📐 Key Calculations
Payload Reconciliation Error
|Reported Load − Scale Ticket| / Scale Ticket × 100
Result: 2.1% → 0.4%
Reduced load disputes by 89%
Bin-Fill Forecast Accuracy
MAPE (Forecast vs Actual)
Result: 5.7%
Improved logistics scheduling and unloading window planning