Explainable Smart-Building Energy Consumption Forecasting and Anomaly Diagnosis Framework Based on Multi-Head Transformer and Dual-Stream Detection

Fine-grained energy management in smart-campus buildings requires accurate load forecasting together with reliable and interpretable anomaly diagnosis. This study presents an integrated forecasting–diagnosis framework for building energy systems. Hourly energy demand is modeled using a Transformer-b...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yuanyu Cai, Dan Liao, Bin Liu
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2026-04-01
Цуврал:	Applied Sciences
Нөхцлүүд:	energy consumption forecasting campus buildings transformer anomaly diagnosis smart buildings building energy management
Онлайн хандалт:	https://www.mdpi.com/2076-3417/16/8/3836
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!