Many part variants
Different vehicle models and batches require fixture switching and rule management.
Industry Vision Solution / JISHIKEJI
Automotive Parts Vision SolutionVision System Development and Delivery
For automotive parts, welding, final assembly, machining and assembly lines, the solution covers dimensional measurement, surface-defect inspection, assembly error-proofing, character recognition and process traceability.
Dimensionholes / gaps / profiles
Assemblyorientation / missing / wrong parts
Surfacescratch / dent / burr
Traceabilitybatch / image / result
Automotive Parts Vision Solution / JIVISION
Industry Issues
Discuss Project →Typical Challenges
The solution is organized around business requirements, system modules, technical route and onsite delivery boundaries.
Limited onsite space
Cameras, lenses, lighting and IPC devices need to fit existing line constraints.
Stable cycle time
Inline inspection must complete capture, inference, judgement and output within the required cycle.
Complex interfaces
The system often connects PLC, robots, MES, alarm devices and line trigger signals.
Solution Modules
Deployable Vision System Modules
Modules cover imaging, algorithms, software, interfaces, data and onsite maintenance so implementation scope can be defined clearly.
01
Dimensional and profile measurement
Inspect hole position, spacing, height, gap, step, edge and assembly position.
02
Weld and solder inspection
Recognize weld continuity, spatter, missing weld, offset weld and appearance abnormalities.
03
Assembly error-proofing
Judge missing parts, wrong parts, orientation error, fastener status and part matching.
04
Character and label recognition
Recognize nameplates, QR codes, batch numbers and traceability codes.
05
Robot vision localization
Output workpiece pose, grasp points, guidance coordinates and recheck results.
06
Line interface integration
Connect PLC, MES, robot controllers, databases and alarm systems.
Applications
Applicable Scenarios
The solution maps typical stations, equipment, production lines and business scenarios.
Welding station
Weld inspection, solder check, workpiece localization and traceability.
Final assembly station
Part presence, fastener, orientation and missing-part inspection.
Machined parts
Dimension, hole, edge, burr and surface-defect inspection.
Robot loading and unloading
Bin localization, grasp-point output and pose guidance.
Imaging test report
Inspection algorithm module
Error-proofing rules
Workstation software
PLC/MES interface
Onsite debugging record
Before implementation, prepare inspection-object images or videos, qualified and defective samples, cycle-time requirements, installation space, communication interfaces and acceptance criteria. JIVISION will define the technical route, risk boundary and delivery scope based on samples and site conditions.
Implementation Path
From Scenario Review to Onsite Deployment
Each solution is implemented in stages based on inspection objects, onsite environment, hardware constraints and acceptance criteria.
01
Scenario ReviewProcess, targets and onsite environment02
Sample AnalysisImages, videos, good/bad samples and hard cases03
Solution DesignCameras, lighting, algorithms, platform and interfaces04
ValidationSample testing, metric review and risk confirmation05
IntegrationHardware/software debugging and interface connection06
IterationOnsite debugging, acceptance and data feedbackFAQ
Common Questions
These questions focus on scenarios, technical routes and implementation boundaries.
Is the solution suitable for high-mix automotive lines?
Yes. Recipes can be organized by product model, fixture, process parameter and inspection rule, subject to line switching constraints.
What samples are needed for welding inspection?
Prepare qualified samples and typical defects under different welding states, lighting conditions and viewing angles for imaging and algorithm validation.
Can it work with robot systems?
Yes. It can output coordinates, pose, inspection results or recheck signals according to the controller interface.
Contact
Submit Your Automotive Parts Vision Solution Requirement
Please provide the industry scenario, inspection target, speed and accuracy requirements, onsite environment, interface systems and available image or video samples.