#Predictive-maintenance
Showing 7 of 7 repositories tagged #predictive-maintenance, ranked by stars
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, 4 specialist agents (IoT, FMSR, TSFM, Work Order), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
Power Tools for AI Engineers With Deadlines
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Papers and datasets for Vibration Analysis
Datasets for Predictive Maintenance
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics