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ai-for-physical-assets

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IBM / AssetOpsBench

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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.

iot predictive-maintenance time-series-forecasting condition-based-maintenance llm-agents model-context-protocol hvac-maintenance ai-for-physical-assets
  • Updated Jun 18, 2026
  • Python

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