AI Diagnostic and Prognostic Solution
Model: HEA931,HEA932,HEA961
Category: Sensor Device
Exhibitor: HARBOR TECHNOLOGY SOLUTIONS CO., LTD.
Booth No: N830
Characteristic
he R&D team at Harbor Technology began developing the "(A-PHM Active Prognostics and Health Management) technology years ago. Utilizing vibration sensing and artificial intelligence (AI) applications, A-PHM Active Prognostics and Health Management can detect potential equipment issues before they occur, enabling maintenance teams to proactively address or replace equipment components, thereby reducing the risk of unexpected downtime, prolonging equipment lifespan, and enhancing operational efficiency.
Another technological highlight from Harbor Technology is the Muses-stream™ "real-time high-speed data transmission" technology. Unlike traditional industry practices that use RS485 or IEPE interfaces to transmit vibration data, which often results in incomplete or intermittent data transmission, Muses-stream™ delivers high-resolution vibration data in real-time, allowing for the detection of early equipment abnormalities and aging states that may be concealed within minimal vibration data.
High-resolution vibration information, combined with AI algorithms capable of identifying minute features within complex data, is essential for accurately presenting the abnormal or aging states of machine equipment in real time. Leveraging years of expertise in acoustic audio and real-time data transmission, Harbor Technology has developed the Muses-stream™ high-speed data transmission technology to address bandwidth limitations and high hardware costs associated with traditional technologies. This innovative approach supports USB and TCP IP, synchronous multi-channel transmission, and high-speed real-time data transmission, greatly enhancing the immediacy and precision of AI algorithms, thus promoting precise AI computation and widespread application.
In response to market demand trends in mechanical equipment and the optimization of A-PHM, Harbor Technology has developed AI vibration sensors with the following features:
• Compact and easy to install
• High uniformity for consistent data output
• High accuracy for precise data output
• High resolution for useful data output
• Complete solutions for rapid application integration.
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