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In the steel production process, the material storage is a crucial hub connecting raw material storage with the production line. However, a large steel mill once suffered a high furnace outage due to a material level monitoring error, resulting in daily losses exceeding 5 million yuan. This incident exposed the fatal flaw of traditional material level management methods – manual measurement errors reaching 15% and ultrasonic detection errors exceeding 8% due to dust interference. With the application of intelligent silo weighing technology, the steel industry is breaking through the precision limits of material level management.
Low efficiency in manual inspection
Manual climbing of the storage silo for measurement using heavy hammers takes over 40 minutes per session and poses a risk of high-altitude falls. A steel mill's statistics show that in 2022 alone, there were 3 related safety accidents, resulting in direct losses exceeding 2 million yuan.
Significant Technical Measurement Error
Radar distance measurement fails when dust concentration exceeds 50g/m³, and ultrasonic measurements are subject to a ±5% deviation due to temperature changes. A certain company's raw material storage facility once experienced a monitoring error that caused three material silos to overflow simultaneously, resulting in a loss of over 1.8 million yuan from the open-air stacking of 2,000 tons of iron ore powder.
Data silos constrain decision-making.
Manual data entry of traditional testing results into the ERP system causes information delays of up to 6-8 hours. A steel mill in Hebei misjudged inventory due to data lag, leading to a miscalculation in procurement plans and an additional procurement cost of 12 million yuan.
Multi-dimensional Sensing and Fusion System
The new bulk storage weighing device utilizes a 3D force sensor array, deploying 128 pressure monitoring points at the base of a 12-meter diameter storage bin. By employing AI algorithms, it constructs a 3D model of material distribution, enhancing the level of material level measurement accuracy to less than 0.5%.
Breakthrough in Dynamic Compensation Technology
In response to challenges such as agglomeration and segregation of materials, the system features an integrated humidity-pressure compensation model, automatically correcting measurement deviations caused by changes in material characteristics. After implementation at a steel mill in Tangshan, the accuracy of sinter inventory measurement has increased from 83% to 99.2%.
Full-Process Data Integration
The weighing terminal transmits data to the MES system every 30 seconds via 5G-MEC edge computing, achieving real-time integration with production scheduling and procurement systems. A Shandong-based company has leveraged this to reduce the material response time to 15 minutes and boost the efficiency of abnormal condition handling by 70%.
Safety Benefits Doubled
Remote monitoring completely eliminates the risk of manual measurement, resulting in zero safety incidents at a steel mill in Wuhan. The application has also reduced insurance expenses by 3 million yuan annually.
Economic benefits stand out
• Precise inventory level control reduces raw material inventory by 28%, releasing 90 million yuan in working capital.
• Prevent overflow/empty bin accidents, reduce material loss by over 1,500 tons annually
• The equipment pre-diagnostic system reduces maintenance costs by 40%.
Production Optimization Upgrade
Direct connection between dynamic level data and blast furnace control systems has reduced the fluctuation rate of molten iron composition by 1.8 percentage points. After the proportioning accuracy of silicon manganese alloy in a certain special steel company is improved, the electricity consumption per ton of steel production is reduced by 12kWh.
Front-line Enterprises are Exploring:
Digital Twin Early Warning SystemBy modeling historical data to predict material blockage risks, an early 4-hour warning is issued.
Self-regulating material flow deviceAutomatically control the feeding machine's speed based on real-time material level to maintain the optimal stock position.
Blockchain Traceability PlatformWe are implementing blockchain technology to trace the entire process of bulk raw materials, ensuring weight data is securely recorded and traceable.
A steel mill in Jiangsu has implemented an intelligent storage system, boosting raw material turnover by 35% and achieving a historic peak equipment utilization rate of 92.7%. This validates that in the digital transformation wave, material handling weighing technology has evolved from an auxiliary tool to a core infrastructure for steel industry intelligent manufacturing. As real-time and precise material level data begins to drive the entire factory's production rhythm, steel enterprises truly step into a new era where data is the core of their competitive advantage.
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