Intelligence Plant Condition Management
IPCM is an Intelligent Predictive Diagnosis System designed to drastically improve operational efficiency and safety in the process plant sector. By acquiring real-time data from facility sensors, IPCM utilizes AI-based big data pattern analysis to detect equipment abnormalities in advance and deliver crucial predictive x-x-alerts. This system moves your operations from reactive maintenance to true predictive intelligence.
Key Features that Prevent Failure
IPCM focuses on detecting issues before they cause catastrophic failure, offering four core services:
1. Advanced Anomaly Detection:
Detects subtle abnormal signs early through deep big data pattern analysis.
2. Proactive Failure Prevention:
Predicts future facility data to forecast and prevent impending equipment failures.
3. Comprehensive Process Analysis:
Provides precise alarms and in-depth analysis via logic analysis of process facilities.
4. Critical Mode Diagnosis (The IPCM Advantage):
IPCM v1.0 specializes in predictive diagnosis for non-normal operation modes, including start-up, stop, test sections, and output reduction. This is vital because over 50% of plant failures and accidents occur in these idle conditions—blind spots for conventional systems.
Technical Specifications
IPCM is powered by advanced deep learning and signal processing capabilities:
• Prediction Model (Deep Learning):
- Calculates real-time expectations and future predictions.
- Accurately determines the type of defect.
• Alarm Model (Signal Characteristics):
- Triggers x-alerts based on calculated signals and logic operations.
- Uses expected value residuals (deviation from normal) and future predictions to x-alert operators before failure occurs.
• Data Analysis Tools:
- Provides a Dashboard for monitoring real-time facility health.
- Allows for integrated alarm lookup and crucial alarm cause tracking/management.
- Features a Replay function using trends and logic viewers for efficient incident review.
Company Overview
Gaon Platform Inc. is an AI-based software development company incorporated in Daedeok Research Complex in Daejeon.
Using IoT measurement sensor data and image data, facility failures and safety accidents are predicted and prevented in advance,
Experience optimal processes and maintenance strategies by predicting facility performance and life expectancy.
We will do our best to provide the best technology and the best engineering services
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