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Physical AI Hits the Factory Floor: Delta Electronics and Advantech Lead Smart Manufacturing Push

Electronic Technology · Computer Communications · economic_daily · 2026-08-26

As physical AI integrates into production lines, Delta Electronics and Advantech are deploying digital twin and edge AI solutions to drive industrial automation and smart manufacturing.

What Happened

Industry Trend: Physical AI is transitioning from digital models to real-world applications, enabling robotic arms and autonomous mobile robots to perceive and act within factory environments. This shift is critical for manufacturers facing the challenges of high-mix, low-volume production.

Delta Electronics Strategy: Delta is leveraging its DIATwin platform in conjunction with Nvidia Omniverse to create high-fidelity digital twins. This solution has been successfully deployed in its Thailand facility to optimize AI server power supply production lines.

Advantech's Approach: Advantech showcased its new IWS platform, which integrates AI Agents with edge computing. This architecture allows for autonomous decision-making at the factory level, ensuring both data security and real-time operational efficiency.

Exhibition Highlights: The 2026 Taiwan Robot and Smart Automation Exhibition saw record-breaking participation, underscoring the deep integration of AI into industrial automation frameworks as a core strategy for modern manufacturing.

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