에너지공학특론
Advanced Energy Engineering
Advanced Energy Engineering
Lecture Note
Fundamentals of Energy Materials
Lecture Materials
L1 -LIB Introduction [PDF]
L2 -LIB working mechanism [PDF]
L3 -LIB materials [PDF]
L4 - Unsupervised discovery of SE for LIB [PDF] [MATLAB] [ref1]
L5 -LIB Cathode lithium silicate crystal ML [PDF] [MATLAB]
L6 -LIB Classfication [PDF] [MATLAB] [ref1]
L7 -LIB Electrochemistry [PDF]
L8 -LIB ECM [PDF]
L9 -LIB Cell ECM modeling [PDF] [MATLAB] [ref1]
L10 -Deep Learning Intro [PDF] [MATLAB: 3to1] [MATLAB: Multilayer] [MATLAB: Classification]
[MATLAB: MNIST] [MATLAB: Iris] [MATLAB: CNN]
[Youtube1] [Youtube2] [Youtube3]
L11 - LIB Deep Learning [PDF] [MATLAB] [ref1] [Data.zip]
L12 - LIB Analysis Paper using LLM [PDF] [MATLAB]
L13 - LIB Analysis LIBs’ Data Using RAG [PDF] [MATLAB]
L14 - LIB DL SOC estimation with Simulink [PDF] [MATLAB: Prediction SOC] [MATLAB: Simulink]
L15 - Final Exam [preview: PDF] 6/23(월) Part 1, 2, 3 시험 동시 진행
Supply materials
L0 - MATLAB review [Youtube1] [Youtube2] [MATLAB: Part1] [MATLAB: Part2]