Mastering Industrial Digital Twins: Building, Simulating, and Optimizing Physical Operations with OpenUSD and Generative AI
暫譯: 掌握工業數位雙胞胎：使用 OpenUSD 和生成式 AI 建立、模擬及優化實體操作

Every year, billions of dollars are wasted on factory expansions, warehouse reconfigurations, and data center upgrades that fail to deliver promised results. The traditional approach-build first, optimize later-is broken. Capital is expensive. Mistakes are permanent. There's a better way.

Operate Before You Build introduces the twin-first paradigm: treat your plant, warehouse, or data center as a simulated product before spending a single dollar on physical construction. Using photoreal digital twins powered by OpenUSD and generative AI, you can design, stress-test, and optimize operations in a risk-free virtual environment-then build with confidence.

This comprehensive guide bridges theory and practice, serving both beginners new to digital twins and experienced practitioners seeking enterprise-scale implementation. You'll learn to:

- Export CAD models to simulation-ready OpenUSD format
- Integrate live sensor data for real-time synchronization
- Build physics-accurate environments with materials, gravity, and collision detection
- Simulate human and robot workflows to identify bottlenecks before they exist
- Apply generative AI to auto-optimize layouts and policies
- Close the design-operate loop for continuous improvement
- Manage model risk and maintain stakeholder trust

Why now? NVIDIA and Siemens have productized Omniverse + Teamcenter workflows. OpenUSD standardization is accelerating through the Alliance for OpenUSD (AOUSD). Enterprises are moving to digital-first factory planning. The technology barrier is gone-the only question is whether you'll adopt before your competitors do.

What you'll achieve: Cut time-to-throughput by 40-60%. De-risk expansions that typically cost millions. Train robots and people on faithful virtual replicas. Make every CapEx decision with simulation-backed confidence.