The Use of Singular Spectrum Analysis and K-Means Clustering-Based Bootstrap to Improve Multistep Ahead Load Forecasting

In general, studies on short-term hourly electricity load modeling and forecasting do not investigate in detail the sources of uncertainty in forecasting. This study aims to evaluate the impact and benefits of applying bootstrap aggregation in overcoming the uncertainty in time series forecasting, t...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Winita Sulandari, Yudho Yudhanto, Paulo Canas Rodrigues
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-08-01
Цуврал:	Energies
Нөхцлүүд:	electricity load forecasting bootstrap aggregating singular spectrum analysis time series forecasting calendar variation
Онлайн хандалт:	https://www.mdpi.com/1996-1073/15/16/5838
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!