Development of XAI-based Technology for Smart Energy Platform
Development of XAI-based Technology for Smart Energy Platform
Funding
Korea Electric Power Corporation (KEPCO)
Role
Principal Investigator & Participating Researcher
(Mar 2018 - Aug 2019)
Task
-DNN-based Power Service Quality Prediction Considering Peak-Attention
-Causal Relationship Representation Method Based on Bayesian Network
Overview
DNN-based Power Service Quality Prediction Considering Peak-Attention
Predicts intended power quality based on relationships among various power facilities
LSTM-based prediction model to minimize differences with actual power quality
Causal Relationship Representation Method Based on Bayesian Network
Visualizes causal relationships through Bayesian Network parameter learning
Classifies strong and weak causal relationships by learning arc probabilities