| --- |
| license: bsd-3-clause |
| task_categories: |
| - other |
| language: |
| - en |
| - zh |
| tags: |
| - mixed-integer-programming |
| - power-systems |
| - optimization |
| - unit-commitment |
| - mps |
| - benchmark |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # UnitCommitment Trajectory Dataset |
|
|
| This repository stores generated Unit Commitment trajectory benchmark data. |
|
|
| The project is split into two repositories: |
|
|
| - Code repository: `EridanusQ/UnitCommitment_Trajectory` |
| - generation scripts |
| - modified UnitCommitment.jl source code |
| - Matpower instance download and preprocessing workflow |
| - documentation for reproducing the MPS generation process |
| - Dataset repository: `EridanusQ/UnitCommitment_Trajectory_Dataset` |
| - this Hugging Face Dataset repository |
| - generated `.mps` benchmark files |
| - one data case per Git branch |
| - each branch stores the case as a compressed `.tar.gz` archive |
|
|
| ## Repository Layout |
|
|
| The `main` branch is the landing page for the dataset repository. Data are stored on separate branches. |
|
|
| | Branch | Archive | MPS files | Archive layout | |
| | --- | --- | ---: | --- | |
| | `case14` | `case14.tar.gz` | 1460 | direct variant layout | |
| | `case30` | `case30.tar.gz` | 1460 | direct variant layout | |
| | `case57` | `case57.tar.gz` | 1448 | direct variant layout | |
| | `case118` | `case118.tar.gz` | 1460 | direct variant layout | |
| | `case3375wp` | `case3375wp.tar.gz` | 96 | horizon layout | |
| | `case6515rte` | `case6515rte.tar.gz` | 96 | horizon layout | |
| | `case9241pegase` | `case9241pegase.tar.gz` | 96 | horizon layout | |
|
|
| More case branches can be added using the same convention: |
|
|
| ```text |
| branch name: <case_name> |
| archive name: <case_name>.tar.gz |
| archive root: <case_name>/ |
| ``` |
|
|
| ## Archive Contents |
|
|
| After extracting a case archive, the archive root is always the case directory: |
|
|
| ```text |
| case_name/ |
| ├── hourly_noline/ |
| ├── hourly_withline/ |
| ├── subhourly_noline/ |
| └── subhourly_withline/ |
| ``` |
|
|
| There are two layouts inside the four variant directories. |
|
|
| ### Direct Variant Layout |
|
|
| Smaller full-year cases use this layout: |
|
|
| ```text |
| case_name/ |
| ├── hourly_noline/*.mps |
| ├── hourly_withline/*.mps |
| ├── subhourly_noline/*.mps |
| └── subhourly_withline/*.mps |
| ``` |
|
|
| Current direct-layout branches: |
|
|
| ```text |
| case14 |
| case30 |
| case57 |
| case118 |
| ``` |
|
|
| ### Horizon Layout |
|
|
| Larger sampled cases use an additional horizon layer: |
|
|
| ```text |
| case_name/ |
| ├── hourly_noline/{3_days,7_days,14_days}/*.mps |
| ├── hourly_withline/{3_days,7_days,14_days}/*.mps |
| ├── subhourly_noline/{3_days,7_days,14_days}/*.mps |
| └── subhourly_withline/{3_days,7_days,14_days}/*.mps |
| ``` |
|
|
| Current horizon-layout branches: |
|
|
| ```text |
| case3375wp |
| case6515rte |
| case9241pegase |
| ``` |
|
|
| The four variants represent: |
|
|
| | Directory | Description | |
| | --- | --- | |
| | `hourly_noline` | Hourly UC instances without transmission line constraints | |
| | `hourly_withline` | Hourly SCUC instances with transmission line constraints | |
| | `subhourly_noline` | Sub-hourly UC instances without transmission line constraints | |
| | `subhourly_withline` | Sub-hourly SCUC instances with transmission line constraints | |
|
|
| File names follow: |
|
|
| ```text |
| <case>_<date>_<resolution>_<network>.mps |
| ``` |
|
|
| For example: |
|
|
| ```text |
| case3375wp_2017-05-01_s_withline.mps |
| case6515rte_2017-08-01_h_noline.mps |
| case9241pegase_2017-02-25_h_noline.mps |
| ``` |
|
|
| where `h` means hourly and `s` means sub-hourly. |
|
|
| ## Download |
|
|
| ### Download With Hugging Face CLI |
|
|
| ```powershell |
| huggingface-cli download EridanusQ/UnitCommitment_Trajectory_Dataset ` |
| case3375wp.tar.gz ` |
| --repo-type dataset ` |
| --revision case3375wp ` |
| --local-dir data/case3375wp |
| ``` |
|
|
| Replace `case3375wp` with the target branch/case name. |
|
|
| ### Download With Git LFS |
|
|
| ```powershell |
| git lfs install |
| git clone -b case3375wp https://huggingface.co/datasets/EridanusQ/UnitCommitment_Trajectory_Dataset |
| ``` |
|
|
| Then extract the archive: |
|
|
| ```powershell |
| tar -xzf case3375wp.tar.gz |
| ``` |
|
|
| ## Dataset Generation |
|
|
| The generated data come from Matpower Unit Commitment instances and are exported as standard `.mps` files for mixed-integer programming solver benchmarking. |
|
|
| The generation workflow is maintained in the separate code repository, not in this dataset repository. Please use the code repository for: |
|
|
| - environment setup |
| - downloading source Matpower instances |
| - modifying or inspecting UnitCommitment.jl model code |
| - regenerating MPS files |
| - reproducing the trajectory constraints and preprocessing logic |
|
|
| This dataset repository is intended to be lightweight to browse: each branch contains only the compressed generated output for one case. |
|
|
| ## Storage Policy |
|
|
| Do not commit expanded `.mps` directories to this repository. For each case: |
|
|
| 1. Generate the case directory locally. |
| 2. Compress it as `<case_name>.tar.gz`. |
| 3. Commit the archive to the matching branch. |
| 4. Track the archive with Git LFS. |
|
|
| This keeps each branch easy to download and avoids thousands of large text files in the Git tree. |
|
|
| ## Citation |
|
|
| The original UnitCommitment.jl project is available at: |
|
|
| [10.5281/zenodo.4269874](https://doi.org/10.5281/zenodo.4269874) |
|
|