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Artificial Intelligence
POSCO DX provides differentiated industrial AI-based services for field efficiency, autonomy, and unmanned operation through a systematic approach with the convergence of HW and OT.
Vision AI
Realizing unmaned manufacturing sites based on self-developed deep learning architecture by utilizing site-specific data collected through main sensor installed at manufacturing sites, such as LiDAR, Smart CCTV, ToF
- Control convergence technology
Implementing unmanned equipment by converging PLC control & vision technology
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- Hanjin Express Vision AI-enabled real-time parcel classification
- Equipping steel unmanned mobile equipment using smart CCTVs with AI-enabled Foolproof
- Unmaned through detection of 4-continuous cast slab meandering, etc.
- 2,4-wire product inner/outer diameter shape measurement technology
- Sensor technology fusion
Securing multi-modal (Vision+X) technology to overcome limitations from a single fixed sensor
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- center point estimation technology for unmanned wire cranes
- slurry yard mapping technology using LiDAR
- Applying load estimation AI model to estimate loading & unloading times of Hanjin Express vehicles
- Product shape recognition technology for unmanned backplate cranes
Anomaly Detection
Technology to identify abnormal behavior or anomalous data that deviates from normal patterns from sensors or log data in manufacturing sites
- Detection of facility anomalies based on sensor data
Conducting predictive maintenance by applying AI technology to rotating equipment
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- Application of AI to detect anomalies in hot rolling process ROT equipment
- Detection of anode material process motor-pump equipment anomalies
- Developing facility status data smart monitoring technology
- Detection of operational anomalies based on log data
Early detection of anormal signs based on log data generated from the operation system
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- AI-enabled monitoring of MES 3.0 operation log abnormal signs
Decision Intelligence
Utilizing AI-enabled and optimization technology to facilitate data analysis & rational decision-making and applying it as technology for automation and unmanned manufacturing processes
- Process control optimization
Real-time monitoring and control of the production process using sensors & algorithms
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- Reference
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- Optimal control of coke oven NOx reduction
- Unmanned purchase control of backplate crane
- Combination/Schedule Optimization
Technology that optimizes the combination of various products and resources to maximize profits and minimize costs.
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- Reference
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- Optimization of LNG Spot Purchase
- Optimizing work schedules on rolling/plating roll units
- Optimizing replacement schedules for reducing roll inventory
LLM(Large Language Model)
Provides LLM services specialized in the steel field by collecting and learning industrial domain knowledge from steel mills & POSCO group companies
- Manufacturing sector
Providing manufacturing site failover response support & field work support services
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- Reference
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- Steel mill steel domain-based MES CC failover support
- Onsite safety management support
- Project execution PM, PMO support
- General management
Technology to substitute simple/repetitive labor/tasks and entry-level developer roles using LLM
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- Q&A on company regulations, systems, & processes
- Email writing and translation, meeting minutes summary, AI-based collaboration tools, etc.
