Peak Analysis Research Blog¶
On-device ESS 피크 예측을 위한 Knowledge Distillation 연구 로그입니다.
연구 파이프라인¶
Energy Community (EC)
↓
Foundation Model Teacher (Chronos)
↓
Knowledge Distillation
↓
Lightweight Student
↓
BESS Simulation Validation
섹션¶
- Blog — 실험 로그, 리뷰, 리포트를 날짜 역순으로
- Docs — ADR, reference 문서, project state
- Versions — 버전별 피드 (v5, v6, v7, v8 …)
Tech Stack¶
Python 3.11 · PyTorch 2.x (CUDA 12.8, bf16) · Chronos 2.2.2 (Teacher) · PuLP CBC (MILP) · MLflow · pytest
Links¶
- GitHub: zeenoo11/Peak-Analysis
- 최신 ADR:
docs/decisions/ - Project State:
docs/reference/project_state/