diff --git a/README.md b/README.md index 65454b0..70da145 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ This project generates and processes realistic test data for energy trading stra - **Conventional Generation**: Gas, coal, and nuclear plant outputs - **Load Profiles**: Regional electricity demand with weather correlations - **Data Centers**: Power demand profiles including Bitcoin mining client -- **Bitcoin Mining**: Hashrate, price, and profitability data (from mempool.space) +- **Mining**: Hashrate, price, and profitability data (from mempool.space) ## Project Structure @@ -66,7 +66,7 @@ python scripts/04_validate.py **01_generate_synthetic.py**: Creates synthetic data for battery systems, renewable generation, conventional generation, and data centers. -**02_fetch_historical.py**: Fetches electricity prices, Bitcoin mining data, and load profiles from public APIs (or generates realistic synthetic data when APIs are unavailable). +**02_fetch_historical.py**: Fetches electricity prices, mining data, and load profiles from public APIs (or generates realistic synthetic data when APIs are unavailable). **03_process_merge.py**: Merges datasets, optimizes memory usage, and saves to compressed Parquet format. @@ -82,7 +82,7 @@ Edit `config/data_config.yaml` to customize: - **Generation parameters**: Noise levels, outlier rates, missing value rates - **Battery parameters**: Capacity ranges, efficiency, degradation - **Generation parameters**: Plant capacities, marginal costs -- **Bitcoin parameters**: Hashrate ranges, mining efficiency +- **Mining parameters**: Hashrate ranges, mining efficiency ## Data Specifications @@ -94,7 +94,7 @@ Edit `config/data_config.yaml` to customize: | conventional_generation | 10 days | 144,000 | ~25MB | | load_profiles | 10 days | 72,000 | ~30MB | | data_centers | 10 days | 72,000 | ~15MB | -| bitcoin_mining | 10 days | 14,400 | ~20MB | +| mining | 10 days | 14,400 | ~20MB | | **Total** | | | **~185MB** | ## Output Format @@ -113,7 +113,7 @@ print(df.head()) ## Data Sources - **Electricity Prices**: Hybrid (synthetic patterns based on EPEX Spot market characteristics) -- **Bitcoin Mining**: Hybrid (mempool.space API + synthetic patterns) +- **Mining**: Hybrid (mempool.space API + synthetic patterns) - **Load Profiles**: Hybrid (ENTSO-E transparency platform patterns + synthetic) ## Validation Reports