Limited Data Availability in Building Energy Consumption Prediction: A Low-Rank Transfer Learning with Attention-Enhanced Temporal Convolution Network

Building energy consumption prediction (BECP) is the essential foundation for attaining energy efficiency in buildings, contributing significantly to tackling global energy challenges and facilitating energy sustainability. However, while data-driven methods have emerged as a crucial method to solvi...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Information
المؤلفون الرئيسيون: Bo Wang, Qiming Fu, You Lu, Ke Liu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2025-07-01
الموضوعات:
building energy consumption prediction
transfer learning
low-rank decomposition
TCN
الوصول للمادة أونلاين:https://www.mdpi.com/2078-2489/16/7/575

الانترنت

https://www.mdpi.com/2078-2489/16/7/575

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