Lubrication Management Expert

The system provides a real-time overview dashboard displaying the overall operational status of hydraulic and lubrication systems. It features a health score (0-100, with four levels: Normal, Attention, Warning, Danger) and a health radar chart for intuitive assessment of equipment and indicators. Detailed status and improvement suggestions for each device/parameter are accessible via click-through, offering operators a macro-level view and preliminary diagnostic support.

The system offers in-depth monitoring through "Equipment Dashboard" and "Data Dashboard" modules. The Equipment Dashboard allows drill-down into individual components (e.g., tank, pump unit), displaying real-time parameter comparison, historical trends, health assessment, basic device information, and related alarms. The Data Dashboard visually aggregates key operational parameters and multi-level alarm statistics, supporting custom time-range queries and feature curve viewing for rapid anomaly identification.

The system incorporates intelligent diagnostic and early-warning models based on operational logic and historical data, covering multiple failure scenarios such as water ingress, contamination, leaks, filter blockage, pump power anomalies, and cooling temperature deviations. Users can centrally manage all models and customize alert thresholds according to actual conditions, enabling precise, device-specific warnings and adaptive health control.

The system offers centralized alarm list management, allowing filtering and historical querying by device, content, severity, status, etc. It distinguishes between "Pending" and "Completed" alarms for traceability and closed-loop handling. The Diagnostic Analysis module integrates tools for vibration analysis, trend prediction, comparative analysis, distribution analysis, and model-based diagnosis, supporting data template management, spectrum analysis, state forecasting, and report generation to provide in-depth basis for fault confirmation and decision-making.