Skip to main content

ts4uc

Tree Search for the UC Problem

This repo documents the research conducted for my PhD in RL for the Unit Commitment problem.

In particular, this gives the code I used to solve the UC problem with a variety of tree search methods, aided by RL agents trained in a simulated environment of the power system. The simulation environment can be found separately in the RL4UC package.

Tests

To run tests:

cd tests
pytest

Release files for ts4uc 0.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ts4uc 0.0.1
File Size Uploaded
ts4uc-0.0.1.tar.gz 54.2 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for ts4uc 0.0.1
File Interpreter ABI Platform
ts4uc-0.0.1-py3-none-any.whl Python 3 none any Details

Total release size: 124.4 kB

Release files / ts4uc-0.0.1.tar.gz

Download URL ts4uc-0.0.1.tar.gz
Size 54.2 kB
Tags Source
SHA-256 checksum
How to use checksums
eaad41d0c09b6cf241f1bc95804e7ac09f85332408a3666b620909ddf2fc031e
BLAKE2b-256 checksum
How to use checksums
a4e846913719cf2806e0f791a1b577b03701e36c0464ac8c13fec7b8d7e8fbbf
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/4.0.1 CPython/3.9.2

Release files / ts4uc-0.0.1-py3-none-any.whl

Download URL ts4uc-0.0.1-py3-none-any.whl
Size 70.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
35e26106577d22fb110a2b36cecf2e89049b932306687613d070183ccae7f6b1
BLAKE2b-256 checksum
How to use checksums
06ab183d92f3fdc478dcf071134234122c6904110d1da783778c71b0e2f86f58
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/4.0.1 CPython/3.9.2

Release history Release notifications | RSS feed

This release

0.0.1 This release

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page