Use Case

High-speed Alignment for Automotive Multilayer Ceramic Capacitor Stacking

Stable focus control for MLCC stacking with high layer counts

Automotive MLCCs are designed to withstand thermal expansion (CTE) and mechanical stress, requiring tight external tolerances and consistent internal electrode alignment. As layer count increases from several hundred up to around 1,000 layers, the inspection system must maintain distortion-free imaging while continuously adapting to changing focus conditions. Maintaining stable, in-focus fiducial images becomes critical, and any loss of focus directly impacts ΔX, ΔY, Δθ detection accuracy and overall yield.

MLCC layer stacking illustration: Continuous build-up shifts the top surface, requiring real-time refocus.
MLCC layer stacking illustration: Continuous build-up shifts the top surface, requiring real-time refocus.

Optical requirements for automotive MLCC stacking inspection

Automotive MLCC stacking requires imaging with minimal distortion and stable dynamic focusing to ensure reliable alignment as stack height increases.


Misalignment at the micron level can lead to uneven internal stress during thermal expansion, reducing safety margins between electrodes and edges and increasing the risk of cracks or short circuits. To ensure long-term reliability, the inspection system must maintain stable imaging and accurate alignment detection across varying stack heights.

To address these requirements, two optical capabilities are essential: distortion-free imaging and dynamic focus control.

Alignment marks enlarge with stack height under standard lenses due to perspective. Telecentric optics maintain constant magnification, though liquid lenses may introduce slight variation.
Alignment marks enlarge with stack height under standard lenses due to perspective. Telecentric optics maintain constant magnification, though liquid lenses may introduce slight variation.

Dimensional accuracy under tight tolerances

Automotive MLCCs require tight external tolerances and consistent internal alignment to ensure safe operation under thermal expansion.

Standard lenses introduce perspective distortion as object height changes. As a result, alignment marks appear at different magnifications across layers, shifting edge positions and introducing bias in calculated center coordinates (ΔX, ΔY). These small alignment errors accumulate over successive layers, degrading overall stacking accuracy.


Telecentric lenses eliminate perspective distortion, ensuring consistent and accurate measurement across the stack height. When combined with dynamic focusing elements such as a liquid lens, slight magnification variation can occur due to changes in optical power. In practice, the resulting variation is typically small and predictable, allowing it to be managed through appropriate lens selection and system-level validation.

Vision inspection points across MLCC process: line scan for web inspection, alignment control in stacking, and blade chipping 3D inspection in cutting.
Vision inspection points across MLCC process: line scan for web inspection, alignment control in stacking, and blade chipping 3D inspection in cutting.

Stable focus across high layer counts

As the stack builds up, the focal plane continuously shifts beyond the limited depth of field.

Without dynamic focus adjustment, alignment marks at different heights cannot be kept consistently in focus, leading to variations in edge clarity and reduced stability in center detection.

Mechanical refocusing methods introduce additional challenges, including vibration, settling time, and limited response speed, which can negatively impact alignment precision and overall cycle time.


Liquid lens autofocus enables fast, non-mechanical focus adjustment to maintain image sharpness in real time, ensuring stable alignment reference across layers while supporting high-speed stacking processes.


Integrated liquid lens autofocus solution for MLCC stacking alignment

To meet these requirements, autofocus must operate as part of the vision system—not as an external add-on.

Image-Based Autofocus Solution with Algorithms on Frame Grabber FPGA

Selecting the right optics combination is the first step. In MLCC stacking applications with significant height variation, engineers must balance telecentric imaging stability with dynamic focus adjustment. Basler supports customers in selecting the optimal telecentric and liquid lens pairing for reliable alignment performance across the required focus range.

Integrating lens control to reduce cabling and integration complexity. Conventional setups drive the liquid lens from an industrial PC, adding cabling complexity and placing lens control responsibility on the system engineer. Our imaging solution integrates liquid lens control directly, simplifying the overall system architecture.

Preloading autofocus algorithms for a closed-loop, real-time focused image output. Autofocus algorithms run directly on the FPGA inside the imaging module. Focus adjustment operates in a closed loop tightly coupled with image acquisition, delivering a consistently sharp alignment mark image at every inspection cycle, without latency or mechanical settling delay.

Reliable alignment from layer one to one thousand

  • Stable focus across full stack height: consistent image sharpness maintained as layer height increases, with no mechanical movement or vibration-induced error.

  • Reliable alignment detection: consistent imaging supports accurate alignment with deterministic, acquisition-synced focus response.

  • Higher throughput: mechanical settling delays eliminated for faster stacking cycles.

  • Simplified integration: no external lens controller required, fewer components, reduced system complexity.

In automotive MLCC stacking, ceramic sheets used for stacking are physically thicker, and layer counts are increasing from several hundred up to around 1,000 layers to achieve higher capacitance in very small footprints such as 0603 or even 0402. As layer counts increase, maintaining sufficient depth of field with conventional optics becomes increasingly challenging, making liquid lens autofocus essential for stable focus during stacking.
Chris Kim
Key Account Manager | Basler Korea

Ceramic sheet inspection before stacking

Before stacking, ceramic green sheets must be inspected for surface defects, contamination, or printing irregularities that can propagate into the final MLCC structure. These inspections are typically performed using high-speed line scan systems, enabling continuous imaging across large areas with consistent resolution and stable image quality across the full width.

Explore line scan cameras for high speed ceramic sheet inspections

How can we support you?

We will be happy to advise you on product selection and find the right solution for your application.