Probabilistic Forecasting of Available Load Supply Capacity for Renewable-Energy-Based Power Systems

Probabilistic Forecasting of Available Load Supply Capacity for Renewable-Energy-Based Power Systems

In order to accurately analyze the load supply capability of power systems with high penetration of renewable energy generation, this paper proposes a probabilistic available load supply capability (ALSC) forecasting method. Firstly, the optimal input features are selected by calculating the maximal...

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Bibliographic Details
Main Authors: Qizhuan Shao, Shuangquan Liu, Yigong Xie, Xinchun Zhu, Yilin Zhang, Junzhou Wang, Junjie Tang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
stacking ensemble learning model
probabilistic forecasting
repeated power flow
multi-slack buses
Latin hypercube sampling
Online Access:https://www.mdpi.com/2076-3417/13/15/8860

Internet

https://www.mdpi.com/2076-3417/13/15/8860

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