Introduction
Advantech's Prognostics and Health Management product utilize Industrial Internet of Things (IoT) technology to monitor machine health conditions comprehensively. This Service Ready Platform (SRP) focuses on rotating machinery, such as motors, pumps, decelerators, compressors, and blowers. It is a comprehensive system for industrial applications that integrates software and hardware based on pre-trained machine diagnosis AI models. After installing wireless sensors on-site and collecting data for 1 to 2 weeks, the AI model can quickly be constructed to sense and issue accurate pre-warnings when machines degrade below a set standard. By providing both detected and predicted machine health conditions, we enable our users to implement proactive maintenance solutions.
Features
- 01
Effective maintenance of rotating machines
PHM-based monitoring and fault diagnosis offer an effective method to manage the maintenance of rotating machines.
- 02
Early detection of potential device failures is possible
Early identification of potential device failures allows for timely notifications to machine service providers.
- 03
Easy implementation
The AI model can provide detected and predicted machine status within two weeks after sensor implementation, avoiding the need for long periods of data collection.
Demonstration
Application Diagram
Data acquisition, data analysis and AI inference
Machine Health Monitoring
Real-time machine health monitoring in Dashboard
Product Update
- Version
- 1.0.0
- Release Date
- 2022/11/30
- What's new in this release?
- - Device data management - AI model management: RUL detect, RUL predict - Abnormal notification - Machine status visualization
- Approximate Size
- 289 MB
- Language Supported
- English (United States)
- System Requirements
- - CPU: Core i5 - MEM: 16GB - HDD: 500GB - OS: Win10 pro LTSC 2019