BusBMS · LSTM Prediction · Busbar Temperature Monitoring

Busbar Smart Monitoring & Management System (BusBMS)

52 temperature/current/infrared nodes cover the full busbar loop; the LSTM neural network forecasts temperature trends 72 hours ahead with 94.7% prediction accuracy, warning 48-72 hours in advance.

OVERVIEW

52 temperature/current/infrared nodes cover the full busbar loop; the LSTM neural network forecasts temperature trends 72 hours ahead with 94.7% prediction accuracy, warning 48-72 hours in advance.

BusBMS is FEXLINK's online busbar-trunking monitoring system. Built on IoT sensing + edge computing + AI prediction, it monitors busbar temperature, joint temperature rise, load balance and insulation status in real time, warning automatically on abnormal temperature rise to prevent busbar faults and achieve full-lifecycle safety monitoring.

BusBMSLSTM PredictionBusbar Temperature MonitoringDigital Twin
Busbar Smart Monitoring & Management System (BusBMS) Solutions
PAIN POINTS

Industry Pain Points

01
🌡️

Busbar Temperature-Rise Hazards Hard to Find

Busbar joints and connectors carry large currents long-term; poor contact or aging causes abnormal local temperature rise that manual inspection cannot cover at high frequency.

02
🔍

Insulation Aging Not Detectable Online

Busbar insulation lacks online monitoring; aging is only discovered after the fact, posing short-circuit and fire risks.

03
⚖️

Three-Phase Load Unbalance

Uneven three-phase load distribution heats the busbar unevenly and overloads the neutral line, without real-time monitoring or warning.

04
🗂️

O&M Without Data Support

Busbar O&M relies on manual records without continuous data or trend analysis, unable to support predictive maintenance and energy management.

ARCHITECTURE

Solution Architecture

Layered architecture, a complete data loop from sensing to operation.

Cloud Layer
BusBMS Cloud PlatformReal-Time Dashboard + AI Prediction + Alarm Center + Energy Statistics
Management Layer
LoRa Wireless + RS-485 Dual-Mode Redundant CommunicationWireless + Wired Dual-Link Assurance
Edge Layer
Edge GatewayLocal Processing / Offline Buffering / Millisecond Response
Endpoint Layer
52 Temperature/Current/Infrared NodesFull-Loop Multi-Dimensional Busbar Sensing
User Layer
Government Offices / Data Centers / Commercial Complexes / HospitalsFull-Lifecycle Busbar Monitoring
CORE CAPABILITIES

Core Capabilities

🌡️
Capability 1

Real-Time Temperature Online Monitoring

Full-node coverage with +-0.3C accuracy and <=30s data refresh; abnormal joint temperature rise sensed in real time.

Capability 2

Current & Load Monitoring

Through-core CTs at 0.1% accuracy with three-phase unbalance analysis for real-time load-fluctuation visibility.

🧠
Capability 3

AI Trend Prediction (LSTM)

72-hour temperature-trend forecasting with +-0.8C MAE; 94.7% prediction accuracy warns 48-72 hours in advance.

🏗️
Capability 4

3D Visual Digital Twin

Building 3D view shows floor-level busbar layouts for fast anomaly-node location and intuitive, efficient O&M.

🔔
Capability 5

Smart Alarms & Work-Order Closure

Four-level alarms + multi-channel push + automatic work orders, with fully traceable alarm handling.

📊
Capability 6

Energy Management & Carbon Footprint

Floor/circuit-level statistics with year-on-year and chain analysis, AI saving suggestions and carbon-footprint support.

DATA LOOP

Data Loop

The complete data value chain: sense -> data -> AI -> warning -> control -> operation.

01Multi-Node Sensing
02Edge Computing
03LSTM Prediction
04Abnormal Warning
05O&M Loop
99.95%System Availability
94.7%AI Prediction Accuracy
72hTemperature-Trend Forecast
48hAdvance Warning Time
PRODUCT PORTFOLIO

Product Portfolio

🌡️
Monitoring

ESC Multi-Channel Temperature Controller

ESC Series

Multi-channel temperature acquisition and control with real-time temperature-rise sensing at critical busbar nodes.

Multi-Channel SensingHigh PrecisionReal-Time Sensing
Metering

ZSA Embedded Multi-Function Meter

ZSA Series

Full-parameter metering of busbar current, voltage and power with three-phase unbalance analysis.

Full-Parameter MeteringThree-Phase Analysis0.1% Accuracy
🧠
Measurement & Control

SFA Multi-Factor Measurement Controller

SFA Series

Multi-factor electrical measurement and control with edge computing and AI inference supporting LSTM trend prediction.

Multi-Factor ControlEdge AITrend Prediction
📡
Gateway

ESX Intelligent Edge Computing Gateway

ESX Series

LoRa wireless + RS-485 dual-mode redundant communication with offline buffering for reliable cloud uplink.

Dual-Mode CommunicationOffline BufferingReliable Uplink
CUSTOMER VALUE

Customer Value

Quantified, verifiable customer value.

🏢

85% Fewer Electrical Incidents

Government-office busbar case: after BusBMS online monitoring and AI prediction, electrical incidents fell 85% and O&M efficiency rose 60%.

Incidents -85%O&M +60%Predictive Maintenance
💻

Hazards Found 48 Hours in Advance

Data-center precision distribution case: busbar temperature-rise hazards found 48 hours ahead on average, with 15-25% energy savings.

48h AdvanceEnergy -15~25%AI Prediction
🔍

Online Insulation Sensing

Round-the-clock online insulation monitoring upgrades periodic inspection to predictive maintenance, eliminating sudden short-circuit risk.

Insulation MonitoringPredictive MaintenanceRound-the-Clock
📊

Meterable Energy & Carbon Footprint

Floor/circuit energy statistics and carbon-footprint accounting with AI saving suggestions support green buildings and dual-carbon goals.

Energy StatisticsCarbon FootprintAI Saving
FAQ

FAQ

BusBMS is FEXLINK's full-lifecycle smart busbar-trunking monitoring solution built on IoT sensing + edge computing + AI prediction, delivering round-the-clock online monitoring of busbar temperature, current and insulation status.
It solves the difficulty of conventional manual inspection, temperature-rise anomalies that cannot be found in advance, and insulation aging that cannot be monitored online, supporting safe busbar operation and predictive maintenance.
It suits scenarios powered by busbar trunking: data centers, industrial parks, commercial complexes and high-rise buildings.
Multi-node round-the-clock online monitoring, LSTM temperature-rise trend prediction and online insulation sensing upgrade periodic inspection to predictive maintenance, safeguarding full-lifecycle busbar operation.
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