A short-term building cooling load prediction method using deep learning algorithms

•Deep learning-based methods are developed for building cooling load prediction.•Accurate predictions on 24-h ahead building cooling load profiles are achieved.•The potentials of supervised and unsupervised deep learning is investigated.•Features extracted by unsupervised deep learning can improve m...

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