WHAT IS Vibration Guard?
Vibration Guard: Vibration Sensors and Edge AI Gateway — Principles of Operation, Applications, and Use Cases
Harbor Technology’s patented sensors integrate seamlessly with Edge AI Gateways to form a comprehensive smart monitoring system.
With built-in AI for noise reduction and signal-noise separation, the sensors ensure clean, high-quality data. The Edge AI Gateway integrates inputs from vibration, current, and temperature sensors, enabling real-time AI inference and intuitive visualizations.
This integrated solution enables early anomaly detection and proactive maintenance — reducing manual inspections, lowering maintenance costs, and minimizing unplanned downtime — while improving equipment efficiency and production line stability.
HOW IT WORKS?
How Does the Vibration Guard Sensor Work?
Our vibration sensors detect mechanical vibrations and convert them into electrical signals. By measuring frequency, amplitude, and acceleration, they help monitor equipment conditions and detect early signs of faults.
Harbor Technology Solutions supports not only vibration sensing, but also current and temperature monitoring — offering a more complete view of equipment health.
WHAT WE DO?
Applications of Vibration Guard’s Sensors and Edge AI Gateway
Integration of Multi-Sensor Data for Flexible Applications
Connects multiple sensor types to a single Edge AI Gateway, enabling flexible deployment across diverse equipment and field conditions.
‣ Supports sensing data including vibration, current, and temperature
‣ Ideal for motors, pumps, and other equipment
Intelligent analytics for real-time health insights
Edge AI Gateway integrates data storage, signal enhancement, and AI-powered inference to enable fast, accurate equipment diagnostics.
‣ Records operational and contextual field data for AI-based analysis
‣ Enhances signal clarity through AI-driven noise filtering
‣ Performs edge AI inference for real-time anomaly detection and health assessment
Enhanced Accuracy Through AI Signal-Noise Separation
Harbor Technology’s sensors feature patented AI processing for real-time noise filtering, reducing false alarms and missed detections.
‣ Filters environmental interference and background noise
‣ Self-adjusting AI models ensure adaptive performance
‣ Extracts mechanical features from complex environments
Real-Time Alerts and Visualized Dashboards
When an anomaly occurs, the system immediately sends a notification. On the Vibration Guard monitoring platform, users can view sensor-based trend charts, health score percentages, and maintenance recommendations — generated from vibration, temperature, and current data.
Continuous AI Model Optimization and Deployment
Powered by HarborAI, the system ensures accurate diagnostics and efficient on-site inference through ongoing model optimization and remote deployment.
‣ Continuous AI model optimization ensures accurate anomaly detection
‣ Supports OTA updates for rapid deployment to Edge AI devices
‣ Enables centralized monitoring across multiple sites and equipment
Modular and Flexible Configuration for Rapid Deployment
Provides diverse Edge AI Gateway and sensor options for flexible setup based on site layout and equipment needs.
‣ Supports Wi-Fi and Ethernet connectivity
‣ Operates independently or under centralized management
AI-POWERED PHM SOLUTIONS YOU CAN TRUST
Harbor Technology Solutions｜Trusted Partner in Prognostics and Health Management with Smart Sensing
Harbor Technology’s exclusive Vibration Guard empowers enterprises with AI-driven insights into equipment health — enabling smarter diagnostics and more accurate predictions.
Vibration Guard｜Smart Equipment Diagnostics and Monitoring
Vibration Guard combines acoustic processing and AI to filter noise and detect abnormal vibration signals in real time.
Powered by Harbor Technology’s exclusive Three-Layer AI Architecture — Sensor AI, Gateway AI, and Server AI — the system enables efficient and accurate early fault detection.
With its three-layer architecture, Vibration Guard goes beyond real-time monitoring — offering continuous learning and flexible deployment to strengthen predictive maintenance.
• Server AI:
Continuously optimizes models and analyzes data at the backend, leveraging long-term historical records to improve diagnostic accuracy and predict future anomalies.
• Gateway AI:
Local intelligence hub that integrates multi-sensor data, runs real-time AI inference, and provides anomaly alerts with visual displays.
• Sensor AI:
Deployed on-site, these smart sensors feature built-in AI for noise filtering and signal separation, capturing clean vibration, temperature, and current data.
Three-Layer AI Architecture
WHO NEED US
Smart manufacturing starts here — with complete insight into equipment health, across all industries.
Harbor Technology’s Vibration Guard is an intelligent equipment diagnostics and monitoring system designed for a wide range of industries — including machinery, semiconductors, manufacturing, energy, transportation, construction, and facility management.
By leveraging AIoT-based smart monitoring technology, it empowers enterprises to enhance production performance and operational efficiency, paving the way for smart manufacturing with more stable and efficient production lines.
CERTIFIED TECHNOLOGY WITH NATIONAL PATENTS
Trusted Across Industries, Backed by Multiple National Patents — Ensuring the Reliability of Every Data Point
Harbor Technology Solutions holds multiple national patents and complies with ISO international standards, providing greater assurance in equipment management.
CONTACT US
Looking to elevate your equipment monitoring with AI? Let’s talk!
Harbor Technology’s Vibration Guard is an intelligent diagnostics and monitoring system that enables real-time equipment monitoring, reduces unplanned downtime, and ensures stable production line operations.
Choose Harbor Technology — maximize uptime and ensure sustainable operations.
