KEPCO AI Cluster

This 5-university consortium project aimed to develop the XAI-based smart energy platform technology for the conventional electricity infrastructure. To achieve this, we selected the following six tasks. Task 1: Research on XAI technology that can explain the decision-making process in one-shot/zero-shot learning, and apply to the power domain. Task 2: Development of fundamental deep learning platform for detecting and responding to abnormalities. Task 3: Development of technology for intelligent analysis and monitoring for outlier detection in power facilities. Task 4: Development of technology for malicious code detection and security control for power generation systems. Task 5: Development of technology for analysis and visualization for predicting short-term electric power demand for stable power supply. Task 6: Development of fusion technology combining probability-based models and deep learning models for energy demand forecasting. Our Lab played the role of the PI for the entire cluster, and of performing Task 1.