Deep Learning vision based Automated Inspection System AI Capacitance Detection Machine

We proudly introduce our groundbreaking 10-Camera AI Capacitance Detection Machine – a paradigm-shifting solution for high-precision electronic component inspection. Designed for SMT assembly lines, semiconductor packaging, and advanced capacitor manufacturing, this system integrates synchronized multi-angle vision with non-contact capacitance tomography to deliver unprecedented quality control.

Key technological advantages include:

• Multi-perspective capacitance mapping: 10 high-speed cameras (120fps) coupled with RF sensors generate 3D dielectric profiles

• Deep learning defect recognition: AI algorithms detect micro-defects (≥5µm) including electrode cracks, delamination, and electrolyte leakage

• Real-time parameter validation: Measures capacitance (0.1pF–100µF ±0.5%), ESR, and leakage current concurrently

• Material degradation analysis: Identifies early-stage dielectric breakdown through impedance phase monitoring

Operating at 1,200 units/minute, our machine achieves >99.99% detection accuracy for Class 1 ceramic capacitors and polymer aluminum capacitors. The hybrid inspection technology reduces false calls by 55% compared to traditional LCR testers while providing full traceability per AEC-Q200 and IEC 60384 standards.

Featuring self-calibrating probes and IIoT-ready interfaces (OPC UA, SECS/GEM), this solution seamlessly integrates into smart factories. Optional modules support wafer-level inspection and automotive-grade component validation.

We invite you to witness live demonstrations showcasing how this system eliminates latent failures in high-reliability applications. Technical white papers and validation reports are available upon request.

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Core Innovation Highlights:

1. Dual-Technology Fusion

   • Optical inspection + capacitance tomography

   • 3D dielectric profiling

2. Unmatched Precision

   • 5µm defect resolution

   • ±0.5% capacitance tolerance

   • 1,200 UPM throughput

3. Industry Compliance

   • AEC-Q200 (automotive electronics)

   • IEC 60384 (capacitor standards)

4. Smart Manufacturing Ready

   • IIoT connectivity (OPC UA/SECS/GEM)

   • Self-calibration technology