Open access
Aug 2026
A deep surrogate modeling approach for distributed control of aggregated air-conditioning loads
A three-layer “Aggregator-Edge-End user” architecture leveraging a data-driven workflow and a hybrid deep learning model combining a Temporal Convolutional Network (TCN) and a Bidirectional Long Short-Term Memory (BiLSTM) network is introduced.
Bowen Zheng, Sheng He, Yuanjie Zheng et al.
· Scientific Reports · 0 citations