The efficiency of wheel loader weighing systems directly impacts material transportation costs and operational economics, requiring comprehensive evaluation from three dimensions: ​time efficiency, ​measurement accuracy, and ​energy consumption.

1. Time Efficiency

Single Weighing Time: Traditional manual measurement takes 3-5 minutes per vehicle, while automated weighing systems require only 10-15 seconds, improving efficiency by over 12 times.

Continuous Operation Capability: Dynamic weighing technology enables seamless “loading-weighing-unloading” processes, achieving 85% equipment utilization (compared to ≤60% with traditional methods).

2. Impact of Measurement Accuracy

A 1% reduction in system error can decrease material waste by approximately 0.8 tons per shift.

With dynamic compensation algorithms, measurement stability improves by 40% under typical working conditions (RSD < 2.5%).

3. Energy Consumption Economics

Intelligent weighing systems reduce no-load energy consumption by 15%-20% through optimized hydraulic control logic.

Automated data upload functionality cuts manual recording time, lowering overall operating costs by 30%.

Bottleneck Analysis:
There is a trade-off between system response speed and hydraulic system inertia. The current optimal balance is:

When the sampling frequency ≥50Hz, the measurement accuracy-to-energy consumption ratio reaches Pareto optimality.

5G transmission latency (<20ms) already meets real-time requirements.

Future efficiency improvements will rely on deeper integration of edge computing and digital twin technologies.