Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data

2 code implementations • 25 Jan 2023 • Menna Nawar, Moustafa Shomer, Samy Faddel, Huangjie Gong

In order to adapt Deep Learning models for buildings with limited and scarce data, this paper proposes a Building-to-Building Transfer Learning framework to overcome the problem and enhance the performance of Deep Learning models.

Load Forecasting Transfer Learning