Abstract: The dictionary-based approach is one of the most representative types of time series classification (TSC) algorithm due to its high accuracy, efficiency, and good interpretability. However, ...

Abstract: Bearings are core components of rotating machinery, and their operating status monitoring and fault diagnosis are crucial for equipment health management. Accurately identifying fault ...

Python OmniLogic Local provides complete local control over Hayward OmniLogic and OmniHub pool automation systems using their UDP-based XML protocol. Built with modern Python 3.12+, comprehensive type ...