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AI Based R&D

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AI Based R&D

Systems & Technologies

  • Hydrogen Pipeline Integrity Monitoring
  • De-Identified Anomaly Detection
  • Industrial Safety Management for Serious Industrial Accidents
  • Smart Farm (Livestock) IoT Infrastructure

Hydrogen Pipeline Integrity Monitoring

  • Integrates and manages data from multiple sensors across the hydrogen pipeline network while collecting abnormal field signals in real time through reliable communications.
  • Analyzes vibration and tilt data from the hydrogen pipeline network using Deep Learning (DCNN) to detect abnormal patterns at an early stage and immediately verify hazardous situations through CCTV monitoring.
  • Tracks the source of hydrogen leaks using a mobile robot equipped with multi-directional acoustic, thermal imaging, and gas sensors.
Integrated Data Management → Real-Time Collection of Abnormal Signals → Deep Learning Analysis Module (Vibration & Inclination) → CCTV Monitoring → Hydrogen Leak Source Tracking

Hydrogen Pipeline Integrity Monitoring Service Architecture

Hydrogen Pipeline Integrity Monitoring Service Architecture

De-Identified Anomaly Detection

  • Proactively detects hazardous situations such as loss of consciousness and illegal filming in privacy-sensitive spaces, including public restrooms and changing rooms, without collecting personally identifiable information.
  • Analyzes low-resolution De-Identified images using multimodal sensing technology that combines Infrared (IR) and Time-of-Flight (ToF) sensors, providing robust performance under diverse environmental conditions.
  • Continuously monitors communication, power, and sensor status in real time and automatically notifies the Control Center in the event of system malfunction or physical tampering.
Privacy-Preserving Image Analysis → Safety-Critical Event Detection → Self-Diagnostic Function → Connected Control Center Notification

Privacy-Preserving Anomaly Detection Service Architecture

Privacy-Preserving Anomaly Detection Service Architecture

Industrial Safety Management for Serious Industrial Accident Prevention

  • Implements a voice- and vision-based AI Edge Assistant platform at industrial worksites to prevent serious accidents.
  • Analyzes workers’ speech and video data at the edge to detect hazard-related speech and anomalous behavior, enabling immediate alerts and response.
  • An LLM-based FMEA agent automatically structures and analyzes collected risk information, enabling intelligent risk assessment and serious accident prevention processes.
Data Collection & Analysis (Worker Speech and Video Data Analysis) → Detection & Response (Hazard Detection, Alerts & Prevention) → FMEA Analysis (LLM-Based FMEA Analysis) → Intelligent Prevention Process

Industrial Safety Management for Serious Accident Prevention Service Architecture

Industrial Safety Management for Serious Accident Prevention Service Architecture

Smart Livestock Farm IoT Infrastructure

  • Integrates various IoT devices—including environmental control systems, biosensors, feeding management systems, and disease control equipment—in real time within a Hanwoo demonstration barn to support unmanned autonomous operation.
  • Uses AI models to predict and diagnose feed consumption patterns, livestock health conditions, and anomalies, enabling automated feeding and alerts.
  • Integrates feeding, biosensor, and environmental data and applies AI-driven decisions to real-time operations, establishing a Precision Feeding Management system.
IoT Device Installation & Integration (Environmental Control, Biosensors, Feeding Management & Disease Control Equipment) → Data Collection & Integration (Feed Consumption, Livestock Health Data & Environmental Conditions) → AI Analysis & Decision-Making (Feed Consumption Pattern Analysis, Health Monitoring, Anomaly Prediction & Diagnosis) → Autonomous Operation & Precision Feeding Management

Smart Livestock Farm IoT Infrastructure Architecture

Smart Livestock Farm IoT Infrastructure Architecture