WeiBeam Completes Data Management Upgrade for Electrode Production, with Full Traceability in Critical Processes

In the second half of 2026, the company's data management upgrade project for molybdenum electrode production passed acceptance and went into formal operation. The upgrade covered four areas: forming, sintering, machining and inspection. Its core idea was to capture critical data automatically and make production visible, providing a data foundation for quality analysis and scheduling decisions.

What the upgrade did

Previously, process data was recorded mainly on paper forms, and whether parameters were executed as specified depended on after-the-fact checks. After the upgrade, critical parameters such as press pressure and stroke curves, sintering furnace heating curves and atmosphere flow are collected automatically by sensors into the database and linked automatically to batch numbers; machining reporting is electronic, with work-in-progress location and status visible in real time; inspection data is uploaded directly, and out-of-tolerance items trigger automatic alerts. A management dashboard centrally displays the day's plan completion rate, equipment operating status and the quality exception list.

• Data collection: critical process parameters recorded online, eliminating omissions and back-filled entries;
• Batch linkage: the production history of each molybdenum electrode is automatically aggregated by batch number;
• Equipment networking: operating status and energy data of major equipment presented in one view;
• Exception closure: parameter deviations and out-of-tolerance inspections automatically generate handling tasks.

Practical changes it brought

The upgrade's effects showed first in quality analysis efficiency. Tracing the process conditions of an electrode used to mean searching through paper records for days; now all parameter curves can be retrieved by batch number. In one customer inquiry about service-life fluctuation, the technical team completed a replay comparison of that batch's sintering curves the same day and quickly ruled out process deviation. Scheduling staff also adjust the feeding sequence based on real-time progress, shortening response time for urgent order insertion.

Next steps on the data foundation

Data management is not the end point but the starting point. Accumulated production data provides a sample base for subsequent process parameter optimization; the company plans to roll out this collection and dashboard system across all production processes and gradually explore using historical data to help predict sintering results and equipment maintenance needs. WeiBeam.com believes that turning electrode manufacturing experience into data is the necessary path to lift product consistency to the next level. With data management in use, statistical analysis of electrode process parameters has also become possible: the quality department plots density and hardness distribution trends from accumulated data to find a suitable window for electrode sintering, moving electrode improvement from experience-driven to data-driven. Process teams also use dashboard data for small improvements, turning handling experience for parameter fluctuations into role standards and steadily narrowing the fluctuation band in electrode series production consistency.