Comprehensive transferability assessment of short-term cross-building-energy prediction using deep adversarial network transfer learning

Energy, Год журнала: 2024, Номер 299, С. 131395 - 131395

Опубликована: Апрель 23, 2024

Язык: Английский

---

Transfer Learning on Transformers for Building Energy Consumption Forecasting - A Comparative Study

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115632 - 115632

Опубликована: Март 1, 2025

Язык: Английский

---

Forecasting building energy demand and on-site power generation for residential buildings using long and short-term memory method with transfer learning

Applied Energy, Год журнала: 2024, Номер 368, С. 123500 - 123500

Опубликована: Май 23, 2024

Язык: Английский

---

A study on source domain selection for transfer learning-based cross-building cooling load prediction

Energy and Buildings, Год журнала: 2024, Номер unknown, С. 114856 - 114856

Опубликована: Сен. 1, 2024

Язык: Английский

---

Multi-source data fusion-driven urban building energy modeling

Sustainable Cities and Society, Год журнала: 2025, Номер unknown, С. 106283 - 106283

Опубликована: Март 1, 2025

---

A novel model ensemble method based on self-adaptive weight for building energy transfer learning

Journal of Building Engineering, Год журнала: 2025, Номер unknown, С. 113024 - 113024

Опубликована: Май 1, 2025

Язык: Английский

---