[Free White Paper] Basics of Anomaly Detection through Vibration
By analyzing the common vibration issues in the production site and building an anomaly detection AI, we aim to capture signs of failure and improve productivity through equipment maintenance and machinery upkeep.
We offer free materials to help you understand the basics of vibration analysis and anomaly detection in production environments using AI. Using an edge AI computer (Jetson) and actual vibration sensors, we will explain the process from data collection, data preprocessing, and analysis using the MT method, to the creation of an anomaly detection app, while providing executable Python code. Please take a moment to read it. 【Table of Contents】 1. Overview 2. Vibration Data Collection 3. Vibration Data Preprocessing 4. Anomaly Detection (When there is a single cluster of normal states) 5. Anomaly Detection (When there are multiple clusters of normal states) 6. Creation of Anomaly Detection App 7. Conclusion 【Products Used】 Industrial Edge AI Computer DX-U1000 - Fanless Embedded PC / Equipped with NVIDIA(R) Jetson Nano(TM) / ARM Cortex-A57 / DC Power Supply *For more details, please refer to the PDF document or feel free to contact us.
basic information
**Main Features of DX-U1000** - Edge AI accelerator equipped with NVIDIA(R) Jetson Nano(TM) - Long-term supply and maintenance - Adoption of high-reliability, long-life components - Two Gigabit LAN ports interconnect different network layers - Wide temperature range support with guaranteed operation from -20 to 60℃ **Main Specifications** - Installation type: VESA 100 x 100; Wall mount - Supported OS: Linux Ubuntu; SDK JetPack - CPU: ARM Cortex-A57 1.43GHz (4 cores) - Memory: 4GB - GPU: 128 CUDA Core (Maxwell) - AI Performance: 0.5 TFLOPS (FP16) - Display: 1x DisplayPort (eDP v1.4); 1x HDMI - LAN: 2x 1000BASE-T - I/O: 1x USB3.2 Gen1 (USB3.0); 1x USB2.0 - Memory card: 1x Micro SD slot - Expansion bus: 1x M.2 Key B (2230); 1x M.2 Key E (2230)
Price information
Please feel free to contact us.
Price range
P3
Delivery Time
OTHER
Model number/Brand name
DX-U1100 Series
Applications/Examples of results
Applicable to applications that require AI inference processing, such as intrusion detection, people counting, predictive maintenance, and appearance inspection systems.
Detailed information
Line up（1）
| Model number | overview |
|---|---|
| DX-U1100 | Industrial Edge AI Computer DX-U1000 - Fanless Embedded PC / Equipped with NVIDIA(R) Jetson Nano(TM) / ARM Cortex-A57 / DC Power Supply |
