Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network

• Published in: Applied energy Vol. 282; p. 116177
• Main Authors: Fekri, Mohammad Navid, Patel, Harsh, Grolinger, Katarina, Sharma, Vinay
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.01.2021
• Subjects: Adaptive learning; Bayesian optimization; Concept drift; Online Adaptive RNN; Online learning; Recurrent Neural Network; Adaptive learning; Bayesian optimization; Recurrent Neural Network; Concept drift; Online Adaptive RNN; Online learning

Electricity load forecasting has been attracting research and industry attention because of its importance for energy management, infrastructure planning, and budgeting. In recent years, the proliferation of smart meters and other sensors has created new opportunities for sensor-based load forecasti...