IBM/AssetOpsBench
在全部 GitHub 仓库 中按Star排名第 469（共 813）
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
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,…
最新指标
| Star | 2.4k | 2026-10-26 |
|---|---|---|
| Fork | 360 | 2026-10-26 |
| 提交 | 1.1k | 2026-10-26 |
| 发布 | 0 | 2026-10-26 |
| Watcher | 13 | 2026-10-26 |
| 开放 issue | 10 | 2026-10-26 |
| 开放 PR | 50 | 2026-10-26 |