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Vibration diagnosis-based anomaly detection solution

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S.M.A.R.T. Kit - 50 <Motor/Production Machinery/Equipment IoT Sensing System>

last updated:Mar 25, 2026

日精 本社
日精 本社
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Predictive diagnosis of motor machine conditions, an economical equipment monitoring tool! Quickly identify abnormal equipment among a large number of machines.

The S.M.A.R.T. Kit is a non-destructive design machine equipment monitoring assistance system that includes a compact IoT data collector, allowing for easy collection of vibration, temperature, and humidity data. Users can monitor the operating conditions of various equipment, such as motors, intuitively and quickly in real-time using the "DecayRate," a unique vibration fluctuation index developed by SmartTag, to check the health status of the equipment. Additionally, it helps determine whether issues in the manufacturing process or production site are affecting product quality, serving as an excellent support tool for early diagnosis of machinery and production testing. 【Features】 ■ Quickly assess equipment condition using the unique vibration fluctuation index "DecayRate" built into the FogBox ■ Compact, lightweight, and easy to install ■ Equipped with rich IT functionalities, offering various features at no additional cost ■ Integrated three-in-one sensor for vibration, temperature, and humidity ■ Wireless connectivity via Bluetooth BLE and Wi-Fi *For more details, please download the PDF or feel free to contact us.

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  • SmartTag won the Qualcomm Taiwan Innovation Competition 2020 in the United States.
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■Product Description In the process of implementing Industry 4.0, most factories still use outdated machinery and do not have sufficient resources to upgrade all factories to smart manufacturing. Additionally, many high-tech manufacturing sites have a high human-to-machine ratio, requiring one equipment manager to monitor numerous machines, making it difficult to keep track of the operational status of all machines. The predictive diagnostics (S.M.A.R.T. Kit) simplifies the data analysis burdens that data scientists and experts require, allowing on-site producers to easily conduct comparative experiments on the operational status of machines and the conditions of various equipment and manufacturing processes through DecayRate. This enables further analysis using IoT data quickly and easily to achieve upgrades to smart manufacturing. ■Product Specifications ⇒ The S.M.A.R.T. Kit is a lightweight integrated IoT data center system that includes three components (sensors, Gateway, Fogbox). *For more details, please download the PDF or feel free to contact us.*

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※*【Standard 6-12 weeks】Lot 30 or more is required. *It may vary depending on the factory's situation.

Applications/Examples of results

【Applications】 ■Factory Equipment - Rotor Motor - Pump - Compressor - Ice Water Machine ■Semiconductor Manufacturing Equipment - Dicing - Polishing - CMP - Grinding Machine - Wiring Machine - Polisher ■PCB Factory - Plating Equipment - Drilling Machine - Polishing - Etching Machine ■Solar Power Plant - Conveyor ■Electronics Factory - Printing Machine - Printer *For more details, please download the PDF or feel free to contact us.

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Model number overview
S.M.A.R.T. Kit - 50 FogBox x 1/ Gateway x 5 / Sensor x 50
S.M.A.R.T. Kit - 10 FogBox x 1/ Gateway x 1 / Sensor x 10

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Vibration diagnosis-based anomaly detection solution

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日精

日精 本社

Machine elements and parts

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We respond flexibly and promptly to customer needs. In the "trading company" functional area, we are fully committed to providing truly attractive products and services that meet customer needs by collaborating with leading specialized manufacturers and utilizing advanced mechatronics technology to add value, thereby adapting to a highly information-oriented society. In the "mechanical parking equipment" business, we manufacture and install high-quality, environmentally friendly, and safety-conscious products to meet various customer needs. Based on our accumulated wealth of experience and technology, we provide 24-hour maintenance services through a nationwide service network, earning strong trust from our customers. The "freeze-drying equipment" business consistently develops next-generation "freeze dryers," including the sealed tube-type freeze dryer, which received the Minister of Economy, Trade and Industry Award from the Japan Industrial Machinery Manufacturers Association. We deliver and maintain both small-scale research and large-scale production equipment, and we also support the development of pharmaceuticals and food, establishing ourselves as an industry leader and receiving high praise. ◆ Locations Sapporo, Hitachi, Nagoya, Osaka, Fukuoka, Yamaguchi ◆ Overseas Subsidiary Thailand - Business activities: Sales of resin molded products, metal processed products, sheet metal, packaging materials, and electronic components.

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