AssetOpsBench
AssetOpsBench - Industry 4.0
About This Work
We are expanding AssetOpsBench to cover a broader range of industrial challenges. We invite researchers and practitioners to contribute new scenarios, particularly in the following areas:
Repository Overview
We are expanding AssetOpsBench to cover a broader range of industrial challenges. We invite researchers and practitioners to contribute new scenarios, particularly in the following areas:
README Core
📄 Paper | 🤗 HF-Dataset | 📢 IBM Blog | 🤗 HF Blog | Contributors
We are expanding AssetOpsBench to cover a broader range of industrial challenges. We invite researchers and practitioners to contribute new scenarios, particularly in the following areas:
Talk: Building Reliable Agentic Benchmarks: Insights from AssetOpsBench Total Registered Users: 2000+
Use & Documentation
Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.
README Map
- 📢 Call for Scenario Contribution
- Resources
- 📑 Table of Contents
- Announcements (Papers, Invited Talks, etc)
- Introduction
- Datasets: 141 Scenarios
Key Signals
- Asset Classes: Turbines, HVAC Systems, Pumps, Transformers, CNC Machines, Robotics, Engines, and so on.
- Task Domains: Prognostics and Health Management, Remaining Useful Life (RUL) estimation, or Root Cause Analysis (RCA), Diagnostic Analysis and Predictive Maintenance.
- Define your scenario following our Utterance Guideline,
- Explore the Hugging Face dataset as examples.
- Submit a Pull Request or open an Issue with the tag new-scenario.
Announcements
synced May 12, 2026