At a glance
| Booth | T9136 |
| Website | www.harbortech.ai/?lang=en |
Company profile
Harbor Technology Solutions / 皓博科技 integrates advanced sensors with AI technology to detect and predict machine issues, identify potential failures early, notify maintenance teams proactively, reduce unplanned downtime, and improve factory operating efficiency. After years of research and innovation, Harbor Technology Solutions / 皓博科技 developed proprietary AI sensors that combine acoustic-based signal processing with AI noise-reduction algorithms and Edge AI hardware in its AI Diagnostic and Prognostic Solution (AIDPS), which detects key frequencies in complex environments and uses AI models to predict changes in equipment health. AIDPS is designed to support smarter maintenance and diagnostics for industries seeking higher productivity and yield. Since 2015, Harbor Technology Solutions / 皓博科技 has focused on acoustic signal processing and AI technologies; in 2019 it combined audio processing with vibration-data analysis to develop Muses-stream™, a high-speed multi-channel real-time data-transmission core technology, and launched Vibration Guard for machinery, semiconductor, manufacturing, energy, construction and transportation applications. In 2022, it introduced Power Guard, an ultra-early partial-discharge diagnostic and monitoring system used with heavy electrical equipment across machinery, semiconductor, manufacturing, energy, construction and transportation sectors. In 2023, it integrated AI with IoT platforms, proprietary AI sensors and cloud technologies to develop a next-generation AIoT platform for intelligent industrial applications across multiple domains. Its core technologies include proprietary high-performance sensors for signal acquisition, optimized AI algorithms for processing efficiency and real-time responsiveness, high-speed real-time data transmission for complete high-quality AI-inference data, streamlined hardware-software integration for all-in-one solutions, and an AIoT cloud platform for centralized management of distributed edge devices across multiple sites. Its solution portfolio includes comprehensive equipment-health diagnostics, monitoring and prognostics under Harbor AI, Vibration Guard and Power Guard.
Exhibits
Vibration Guard combines patented vibration sensors with Edge AI Gateways in a smart monitoring system; built-in AI performs noise reduction and signal-noise separation for clean data, while the gateway integrates vibration, current and temperature inputs for real-time AI inference and visualizations. The integrated system supports early anomaly detection and proactive maintenance, reducing manual inspections, maintenance costs and unplanned downtime while improving equipment efficiency and production-line stability. Its vibration sensors convert mechanical vibration into electrical signals and measure frequency, amplitude and acceleration to monitor equipment condition and detect early fault signs, while current and temperature monitoring provides a broader view of equipment health. Multiple sensor types can connect to a single Edge AI Gateway for flexible deployment across equipment and field conditions, including vibration, current and temperature sensing for motors, pumps and other equipment. The Edge AI Gateway combines data storage, signal enhancement and AI inference, records operational and contextual field data, improves signal clarity through AI noise filtering, and performs edge inference for real-time anomaly detection and health assessment. Patented AI processing performs real-time noise filtering to reduce false alarms and missed detections, filters environmental interference and background noise, uses self-adjusting AI models, and extracts mechanical features from complex environments. When an anomaly occurs, Vibration Guard sends an immediate notification and presents sensor trend charts, health-score percentages and maintenance recommendations generated from vibration, temperature and current data. Powered by HarborAI, the system supports continuous AI-model optimization, remote deployment, OTA updates to Edge AI devices, and centralized monitoring across multiple sites and equipment. Vibration Guard offers multiple Edge AI Gateway and sensor configurations with Wi-Fi and Ethernet connectivity and can operate independently or under centralized management. Product options include the HEA931 Ultra-Low Frequency Intelligent Vibration Sensor, HEA932 High-Frequency Intelligent Vibration Sensor, EAG200 Performance-Enhanced Edge AI Gateway, and EAG500 Multi-Sensor Edge AI Gateway. Its three-layer AI architecture comprises Server AI for continuous model optimization and historical-data analysis, Gateway AI for multi-sensor integration, real-time inference and visual anomaly alerts, and Sensor AI for on-site noise filtering and signal separation of vibration, temperature and current data. Vibration Guard is designed for machinery, semiconductors, manufacturing, energy, transportation, construction and facility management, and Harbor Technology Solutions / 皓博科技 holds multiple national patents and complies with ISO international standards. The HEA931 is an ultra-low-frequency intelligent vibration sensor supporting dynamic AI noise reduction and reconfigurable AI models, with vibration sensing down to 0.0095 Hz, strong insulation and anti-interference performance for low-frequency motors, mechanical equipment, floors, bridges, buildings and earthquake detection. HEA931 specifications include measurement ranges of ±2 g, ±4 g and ±8 g, a maximum range of ±8 gpk, bandwidths of 0.0095 Hz to 10 Hz and 1 Hz to 1 KHz, a 4 KHz sampling frequency, 16 bit resolution, USB 2.0 interface, 0° to 60°C operating temperature, and dimensions of 31 mm (Ø) x 11 mm (H), with an application case for semiconductor-factory clean-room blower-motor life prediction. HEA931 uses a special plastic shell with good insulation properties, strong anti-interference capability and excellent sensitivity.
Capabilities and products
- AI equipment diagnostics and prognostics
- high-speed multichannel real-time data transmission
- intelligent vibration diagnostics and monitoring
- ultra-early partial-discharge diagnostics and monitoring
- AIoT cloud platform for centralized management of distributed hosts
- vibration/current/temperature multi-sensor monitoring
- Edge AI real-time anomaly detection and health assessment
- AI real-time noise reduction and signal-noise separation
- OTA updates for Edge AI devices
- 0.0095Hz ultra-low-frequency intelligent vibration sensing