Frequent equipment failures, substantial downtime losses and rising maintenance costs are persistent challenges for the manufacturing sector.
Predictive Analytics Professional (SiePA Pro) empowers enterprises with smarter equipment management so they cantransition to predictive maintenance. SiePA Pro delivers one-stop full-lifecycle equipment management with real-time data synchronization between web and mobile platforms for efficient work order distribution.
Use multi-dimensional data analysis for early detection of equipment and process abnormalities to reduce unplanned downtime. Advanced time-series modeling and vibration analysis enable early warnings 7 to 30 days in advance.
Leverage built-in model templates for automatic fault localization to minimize expert dependency and boost troubleshooting efficiency. Integrate AI with mechanism-based algorithms to achieve over 90% fault identification accuracy.
Enjoy unified data integration, interoperable web and mobile dashboards, and seamless multi-plant deployment with one-click switching and flexible scalability.
Users can build their own AI models and customize exclusive diagnostic libraries, enabling knowledge reuse and improving cost-efficiency. Access a comprehensive suite of APIs for seamless integration with existing enterprise systems to enable data interoperability and business collaboration.
Time series models analyze multi-point data to provide early warnings of equipment risks. By learning from historical data, these models establish a baseline for normal equipment operation, monitor deviations in real time, and deliver advance warnings of potential failures 7 to 30 days before they occur.
The vibration model integrates AI with physics-based algorithms to automatically analyze vibration spectra and perform intelligent diagnostics. Leveraging spectral analysis technology, the model identifies common fault patterns in rotating machinery like bearings, gears and motors to achieve a diagnostic accuracy of over 90%.
Integrate with various data sources like OPC UA and FTP to enable seamless connectivity with PLC, DCS, MES and real-time databases. Original industrial control systems do not require modification, enabling low-coupling deployment.
