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dataset for “Towards Risk-Aware Real-Time Security Constrained Economic Dispatch: A Tailored Deep Reinforcement Learning Approach“
- Citation Author(s):
- Submitted by:
- Jianxiong Hu
- Last updated:
- Wed, 03/29/2023 - 05:56
- DOI:
- 10.21227/vqn4-d248
- License:
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Abstract
This data is for deep reinforcement leaming in real-time security constrained ecomomic dispatch on IEEE 118-bus system. The data includes system topology, wind generation and power demand for 1000 days with 5 min temporal resolution.
Instructions:
Case118：IEEE 118-bus system topology with bus, branch, conventional units and their cost.
Wind118：the grid-connected bus and capability of the wind power plants and active power compensators.
DailyWindGen: temporal data of wind power generation each day with 5 min resolution.
DailyLoadP: temporal data of active load each day with 5 min resolution.
DailyLoadQ: temporal data of reactive load each day with 5 min resolution.
