
基于人工智能的视觉点焊检测系统,实时识别焊接缺陷,确保焊接质量稳定,大幅提升自动化产线的检测效率与可靠性。
2026-02-26
AI Vision Empowers Spot Welding Quality for BIW E‑series Electrode Cap Dress Inspection System by Hongbai Tech In modern intelligent manufacturing, especially on automotive Body-in-White (BIW) welding production lines, resistance spot welding is widely used as an efficient and reliable joining process for high-strength steel, aluminum alloy and other materials. Its welding quality directly determines the safety, durability and structural strength of the entire vehicle. Among the key factors influencing spot welding quality, electrode cap dressing quality is often underestimated yet critical. It determines current conduction efficiency, contact stability, weld nugget size, spatter control and electrode service life. With the deep integration of Industry 4.0 and artificial intelligence, traditional maintenance methods relying on manual visual inspection or fixed-interval replacement can no longer meet the requirements of high-cycle, high-quality and intelligent production. In response, Shenzhen Hongbai Technology Industrial Co., Ltd. has launched the E-series AI Vision Electrode Cap Dress Inspection Sensor System. With high-precision imaging, real-time defect identification and closed-loop feedback, it has become core equipment to ensure the stability of spot welding processes. This paper analyzes the importance of electrode cap dressing, the principles and functions of the AI vision inspection system, and explains how it improves the consistency and reliability of spot welding nuggets by enhancing dressing quality. https://www.hongbaiweld.com/all-product/robot-series/daytime-running-lights2677.html Core Influence of Electrode Cap Dressing Quality on Spot Welding Performance As the key medium for current transmission, the end-face condition of the electrode cap directly affects the physical behavior of welding: Contact Area and Current Density: Pits, copper adhesion, eccentricity and other defects lead to abnormal current density, resulting in insufficient nugget, spatter or burn-through. Thermal Resistance and Heat Dissipation: Contamination or oxide layers increase contact resistance, reduce heat transfer efficiency and accelerate electrode aging. Mechanical Alignment and Pressure Consistency: Out-of-round, inclined or uneven end faces cause uneven force,…
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