Success Case: Cost-Optimized Bearing Assembly Vision Inspection & Poka-Yoke Automation
ULTRA VISION Software on a Highly Flexible, Hardware-Agnostic Camera Architecture (CapEx Reduction)
Industry: Automotive & Motor Component Manufacturing
Tech Stack: ULTRA VISION Software Engine, Universal Camera Protocol Integration (USB, GigE, Webcam), Modbus/PLC Interfacing, Custom Thai-Language HMI
Deployment: On-Line Station Assembly & Real-Time Quality Control
Key Solution Highlights
1. ULTRA VISION Core Engine & High-Precision Detection
Powered by ULTRA VISION’s image-processing algorithms, the system works in real time to accurately detect the position and presence/absence of bearings in a part before it moves to the next station.
2. Universal Camera Protocol Support (Hardware Flexibility)
ULTRA VISION supports every standard industrial camera connection protocol — USB, GigE (Gigabit Ethernet), RTSP, or commercial webcams — giving customers flexibility to choose cameras that fit their budget while remaining ready for future hardware upgrades.
3. Smart Cost Optimization (Low-CapEx, High-Performance)
Customers save budget by using standard/webcam-grade cameras, while ULTRA VISION’s software enhancement algorithms handle image pre-processing and lighting compensation — extracting bearing features with accuracy comparable to expensive industrial cameras.
4. Custom Thai-Language Operator Interface (Localized HMI)
A 100% Thai-language interface designed for line operators, showing a live video stream with ROI framing, and clear PASS (green) / FAIL (red) indicators — fully customizable to match customer SOPs.
5. Seamless Line Interfacing
Sends interlock signals (via I/O or Modbus protocol) to immediately lock the machine on a FAIL result, preventing operators from passing defective parts to the next station.
The Challenge: Assembly Quality Risk vs. High Automation Budgets
In industrial motor assembly lines, bearing insertion is a critical process. If a bearing is missing or not seated properly, the part is damaged once it reaches the downstream station:
01
High CapEx Barrier
most vision solutions on the market are locked to expensive, brand-specific industrial cameras, driving capital costs higher than necessary
02
Human Error Risk
manual visual inspection by operators can miss parts with missing bearings
03
Software Lock-in
conventional vision systems are inflexible; switching camera types or upgrading hardware often requires replacing the entire software system
Impact Metrics at a Glance
1
60%–80% Hardware Cost Reduction — massive savings on camera hardware costs by using ULTRA VISION software to offset the need for expensive hardware
2
100% Hardware Compatibility — supports every camera protocol on the market (GigE, USB, commercial webcams)
3
0% Defect Escapes — eliminates incomplete/defective parts from reaching the next station entirely
4
100% Real-Time Poka-Yoke Validation — detects and reports Pass/Fail status instantly, within milliseconds
5
99.8%+ Inspection Accuracy — ULTRA VISION’s advanced image-processing algorithms deliver highly accurate readings even with standard cameras
Our Solution: ULTRA VISION-Driven Intelligence & Universal Camera Compatibility
The solution is built around “software-driven intelligence” via the in-house ULTRA VISION platform, which uses a hardware-agnostic architecture supporting every camera protocol. This lets customers choose commercial/webcam-grade cameras to control budget, or switch to industrial GigE/USB cameras for higher resolution whenever needed — without changing the underlying software architecture.
[ Multi-Protocol Cameras ]
(USB / GigE / Webcam) ──> [ ULTRA VISION Engine ] ──> [ Thai UI & Pass/Fail Signal ]
(Flexible CapEx Choice) (Software-Driven Logic) (Real-Time Poka-Yoke)
Business Impact & Results
60-80%
Maximum ROI & Minimal Budget — saves over 60–80% on camera and equipment investment while maintaining a highly effective Poka-Yoke system
0
No Vendor Lock-In — full freedom in hardware choice, not tied to any single camera brand, reducing long-term maintenance costs
100%
100% Quality Assurance at Source — eliminates missing/loose bearing issues completely, protecting downstream machinery from line stoppages
TH
High Operator Adoption Rate — the easy-to-use Thai-language interface reduces new-operator training time and minimizes human error in system use