Source Code for A Conference Paper

Paper is printed here on 2026.01.22, and is indexed by EI on 2026.03.31.

P. He, L. Cheng, D. Paizulamu and Q. Ji, "A Two-Level Capacity Configuration Method for Hybrid Energy Storage System in Renewable Energy Base," 2025 IEEE International Conference on Smart Power and Energy Technologies (SPET), Wuhan, China, 2025, pp. 1-6, doi: 10.1109/SPET67577.2025.11335805.

Data

Raw Data from PJM midatl 2024.01.01-2024.12.31 is in oneyear.npz, but oneyear.npz is LOST after data preprocess. Cluster data is in scenarios.npz

Code Structure

project/
├── data/
│   └── scenarios.npz          # Pre-processed cluster data
├── results/                   # Simulation output records
│   ├── figs/                  # Generated result figures
│   ├── table/                 # Generated result performance tables
│   └── *.csv                  # Various case outputs, sensitivity analysis, and search results
├── src/                       # Source code directory
│   ├── case.py                # Case study implementation and configuration
│   ├── data_pre.py            # Data preprocessing script (Raw data processing)
│   ├── post-table.py          # Summary and organization of result tables
│   ├── post-visual.py         # Data visualization for results
│   ├── scenarios.py           # Scenario generation and clustering
│   └── search.py              # Search algorithms for optimal configuration
└── readme.md                  # Project documentation