Panel Vision Inspection

A one-stop AI inspection matrix for panel furniture manufacturing covering edge banding, appearance, dimension and drilling — start with one machine, scale to the whole line

2
Integrated / modular deployment
99.9%
Defect detection rate
6
All dimensions in one pass
5
Specialized machines covering every step
Production Line Overview

One into four · powering furniture production

Furniture panel smart line panorama — one into four, powering furniture production
Solution Architecture

Flexible deployment, combined as needed

Choose the best path based on line steps, surface-process stability and coverage goals. Both paths can start with a single machine and expand as the line evolves

Panel edge banding inspection
Recognition of hidden defects such as chipping, glue residue and debonding
01
Panel drilling inspection
Dedicated control of hole-position accuracy, resistant to dust and sawdust
02
Panel two-face inspection
Mid-line detection of surface defects on both faces
03
Six-face appearance & dimension
One pass, full coverage of appearance / dimension / hole position
04
Panel six-face dimension inspection
End-of-line precision measurement — outline / hole diameter / groove width
05
A
If your panels are clean and dust removal is stable
Deploy the six-face appearance & dimension system (04) directly — one machine completes appearance, dimension and hole inspection in a single pass with automatic OK / NG output
B
If your panels are less clean
Add the drilling inspection unit (02) after the drilling step, placing two gates in series to further reduce hole-position false detections
Products

Five specialized machines covering every step

Each dedicated and complementary — deploy one or chain several to suit the line

Panel edge banding inspection
Panel edge banding inspection
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Panel two-face inspection
Panel two-face inspection
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Panel six-face dimension inspection
Panel six-face dimension inspection
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Panel drilling inspection
Panel drilling inspection
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Defect Detection

Real-time AI annotation makes defect type and position clearly visible

Covers chipping, cracks, dirt, banding faults and other common defects, automatically producing annotated high-resolution images as reliable data for traceability and production optimization

Panel face chipping defect sample
CHIP Top-face chipping
Panel face crack defect sample
CRACK Top-face crack
Panel edge chipping defect sample
CHIP Side chipping
Panel edge crack defect sample
CRACK Side crack
Panel edge-banding gap defect sample
EDGE Incomplete edge banding
Panel hole and slot deviation sample
HOLE Hole/groove fault
SOFTWARE PLATFORM

Software platform: whole-line data visible in real time

The back end mirrors the whole line in real time, inspecting every panel for defects, dimensions and hole positions and outputting results automatically as evidence for process tuning and quality improvement

HIYAN · panel vision inspection system UI Real-time AI inspection sample
Live production log for the day
Inspection time, result and barcode of every panel are logged and synced in real time
Automatic OK / NG decision
Judged automatically against preset standards with no manual intervention and instant output
Dimension · hole/groove · edge banding inspection
Multi-dimensional data is consolidated with deviations clearly marked
Live quality KPI dashboard
Pass rate, NG count and defect distribution are visible in real time — the whole line on one screen
MES integration
Connects with plant MES so inspection data flows seamlessly into production management
Statistics and quality traceability
Historical data can be queried and exported as evidence for process optimization and complaint investigation
FAQ

FAQ

Common questions on selection, detection and on-site deployment

How to choose among the five devices?

By need: six-side all-in-one, hole, edge, double-side surface or six-side dimension. Or deploy modularly: edging → surface → size.

What can it inspect?

Surface defects — chips, cracks, scratches, stains, edging faults — plus panel size, hole diameter, slot width and hole-position deviation.

What panel sizes are supported?

Six-side units: L 240–2800 mm, W 60–1200 mm. Edge unit: L 100–2800 mm, T 12–60 mm.

Which panel types are supported?

Particleboard, plywood, solid wood and similar; flat rectangular panels, edged or unedged.

What are the advantages?

Covers surface, size, holes/slots and edging; standalone or combined; OK/NG judgment, statistics and traceability.

How long does installation take?

Standard projects: 1–2 weeks to install and commission. Fits existing lines; integrates with MES, ERP and more.

Where on the line can it be installed?

At cutting, edge banding, drilling, sizing or line end — pick the device by inspection target.

Do you support overseas projects?

Yes. Units have been exported to the Taiwan region, Russia and Australia, with proven overseas installation and delivery.

More FAQs: selection, deployment, support →

Get Started

Bring AI vision to your line — together with HIYAN

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