A direct upscaling probabilistic forecasting model for PV cluster power generation based on softDTW-(ClusterGAN-KShape)-AMQWavenet

The increasing penetration of photovoltaic (PV) power presents severe challenges to power system operation due to its inherent output uncertainty. To accurately quantify the uncertainty of regional PV generation, this paper proposes a novel integrated framework for direct multi-step probabilistic fo...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Qing Li, Tianjiao Ma, Shumao Zheng, Yihui Lu, Zhaoxiang Deng, Fu Shen
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2026-05-01
Цуврал:	Energy Conversion and Management: X
Нөхцлүүд:	Photovoltaic Cluster Probabilistic Forecasting softDTW ClusterGAN MQWaveNet KShape
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2590174526001017
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!