Connect, Store, Detect, Visualize, Resolve

Traditional monitoring relies on fixed threshold alarms, producing high false-alarm rates and alert storms. The platform embeds an AI time-series analysis model that learns each device's historical operating patterns, detects slow drift and hidden anomalies, auto-merges duplicate alerts, and routes graded alerts to ensure O&M staff focus on real risks.

• Three rule types coexist: threshold, rate-of-change, and trend drift alerts
• Same-device same-type alerts auto-merged within time windows to eliminate alert storms
• Delayed confirmation filters transient interference like door openings and start/stop events
• Alert grading, per-person, per-shift routing with auto-escalation on timeout
• Alert acknowledgment and clearing actions fully logged for process traceability

Scope: AI conclusions serve as O&M reference signals — they do not replace on-site detection instruments, protection devices, or legally mandated periodic inspections.

Supports MQTT, Modbus-RTU/TCP and other mainstream industrial IoT protocols. Compatible with mature third-party DTUs and sensors — no proprietary hardware required. Reuse your existing data acquisition hardware for rapid device integration.

• MQTT attribute reporting / command dispatch, supporting per-device keys and topic conventions
• Modbus-RTU and Modbus-TCP register direct read with custom point tables
• Compatible with mainstream DTUs, acquisition gateways, and temperature/humidity/vibration/current/water meter/gas meter signals
• Heartbeat and online status detection — separate alerts for acquisition faults vs. device faults
• Pre-integration point table and protocol documentation provided; simulated data available during commissioning

Scope: No hardware brand lock-in, no proprietary sensor development. On-site cabling and low-voltage work are the customer's or their contractor's responsibility.

Built on a time-series database for massive device sensor data storage. Long-span historical curve queries enable complete fault process replay for root cause analysis.

• High-frequency raw data and downsampled aggregated data tiered storage — long-span queries without curve lag
• Historical curve multi-indicator overlay comparison with same-period cross-day comparison support
• Alert events linked with surrounding data display for intuitive fault progression visualization
• Data export reports for shift handovers, audits, and long-term trend analysis
• Auto-aging cleanup by retention policy — storage footprint stays manageable

Scope: Retention duration and export scope are determined by subscription plan. Critical data should be periodically exported and retained by the customer.

Real-time overview of all device online status, real-time parameters, and alert statistics. Custom dashboards accessible via PC browser.

• Device online rate, alert statistics, and pending items on first-screen overview
• Drill-down by area/workshop/building/shed — hierarchy aligned with on-site management structure
• Real-time data auto-refresh with anomalous points auto-pinned and highlighted in emphasis colors
• Role-based dashboard configuration: management sees trends, operators see action items
• Direct PC browser access — no client installation required

Scope: Web-based primary interface. Custom spliced LED walls and 3D visualization projects are not offered.

Alerts generate maintenance work orders with one click. Maintenance staff receive alerts via WeChat mini-program, accept work orders, check in on-site, and capture photos — full closed-loop management.

• One-click alert-to-work-order conversion, also supports scheduled periodic maintenance work orders
• Mini-program: accept order, on-site check-in, photo capture, per-item record entry
• Full work order status visibility: pending acceptance, in progress, pending confirmation, archived
• Archived records bulk exportable as standardized documents by device or time range
• Historical work orders accumulate as device health records supporting future maintenance decisions

Scope: Mini-program requires customer to complete enterprise entity registration and verification. The platform does not handle payment or value-added telecom qualification on the customer's behalf.