%%PW_PROTECTED_BLOCK_115%%

AI Vision Inspection for Food Processing

Portwell IP69K stainless steel HMI running AI vision inspection for food processing line

Modern food processing lines must balance production efficiency, quality inspection, hygiene, and traceability. However, natural product variations and reflective packaging often make conventional rule-based vision inspection difficult.

Therefore, computing platforms deployed near processing equipment must withstand moisture, splashes, and frequent washdowns while supporting real-time AI processing. Industrial cameras capture images for on-site AI inference. Next, the system sends inspection results directly to the HMI and PLC for grading or reject handling, while forwarding data to MES for full batch traceability.

 

WTP-9K66: Integrated Edge Computing and HMI Platform

Up to 22.5 TOPS for Real-Time AI Vision Inspection

Powered by the Intel®Core™ Ultra 5 processor 125U, the WTP-9K66 series integrates CPU, GPU, and NPU computing resources to deliver up to 22.5 TOPS of AI performance. In addition, when combined with industrial cameras and machine vision software, the platform performs real-time analysis of product appearance, packaging, labels, and seals.

Processing inspection data directly on the line shortens the workflow from AI inference to PLC control. As a result, operators can respond faster to detected defects. Furthermore, TPM 2.0 and Intel®vPro® technology enhance overall system security and device management.

 

IP69K Stainless-Steel Design for Washdown Environments

The WTP-9K66 features a sealed SUS304 stainless-steel enclosure with a CNC-machined flat surface, IP66/IP69K protection, and a fanless design. Additionally, optional IP67-rated M12 waterproof connectors protect the system against frequent washdowns, moisture, and corrosive conditions.

Moreover, the platform integrates i-Control thermal management with power-saving technologies. Operating across a wide temperature range of -20°C to 50°C, it supports 24/7 continuous operation while significantly reducing maintenance needs.

 

HMI, PLC, and MES Integration for Real-Time Control and Quality Traceability

Through robust communication interfaces, the WTP-9K66 seamlessly integrates cameras, RFID readers, and PLCs into the production workflow. Specifically, the system sends AI inspection results directly to the PLC to trigger immediate product grading or reject handling.

Meanwhile, it transfers production data to MES, SCADA, or quality databases. Consequently, this creates a connected workflow bridging real-time machine control with batch-level quality traceability.

 

Portwell Integrates Embedded Computing with Rugged System Design

Portwell combines embedded computing, Edge AI, and rugged system design capabilities. As a result, the WTP-9K66 excels in food processing, pharmaceutical, and smart manufacturing applications.

By unifying Edge AI processing, HMI functionality, and data connectivity, Portwell empowers system integrators to accelerate intelligent automation deployment.

Subscribe

Press Releases Subscribe Form