Provide S/W installation files in USB or CD format
Function
Industrial sites status monitoring
Condition
Industrial software
Product Details
IPCM (Intelligence Plant Condition Management)
is an intelligent predictive diagnosis system that acquires data
from sensors installed in the operation and maintenance of
facilities in the process plant field, detects facility
abnormalities in advance and provides predictive alerts through
AI-based big data pattern analysis, and improves operational
efficiency and safety.
Services
① It detects abnormal signs in advance through big data pattern
analysis of facilities.
② It prevents facility failures by predicting future data of
facilities.
③ it provides alarm and analysis through logic analysis of
process facilities
④ It provides predictive diagnosis of start/stop/test section and
output reduction section.
- More than 50% of plant facility failures and safety accidents
occur in idle conditions such as start-up/stop and repair, not in
the normal operation section of the facility. Therefore, IPCM
v1.0 performs predictive diagnosis for each operation mode that
cannot be monitored by the existing predictive diagnosis
system.
Specifications
① Prediction Model Based on Deep Learning Algorithm :
- Calculate real-time expectations.
- Calculate future predictions.
- Determine the type of defect.
② Alarm model based on signal characteristics :
- Alarm based on calculated signal.
- Alarm based on logic operation.
- Alarm based on expected value residuals.
- Alert future predictions.
③ Data Analysis :
- Comparative analysis of trends in sensor data.
- Dashboard to monitor real-time facility health.
- Integrated alarm lookup and alarm cause tracking and
management.
- Replay using trends, dashboards, and logic viewers.