AssetOpsBench

项目介绍

A unified, open framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0.

🎉 AssetOpsBench is officially accepted at KDD 2026 (Datasets & Benchmarks Track), Jeju, South Korea, alongside our hands-on tutorial Building Reliable Industrial Agents with MCP. See Publications for the full list of 2025–2026 work.

9Asset classes 141+Scenarios 5Domain agents 2Orchestration frameworks 20+University extensions 500+Competition submissions

Built for: maintenance engineers, reliability specialists, facility planners, and Industry 4.0 researchers. Powered by: LLMs + Time Series Foundation Models, orchestrated over live sensor data and Industry 4.0 records (FMEA,…