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Building Energy Consumption Prediction: An Extreme Deep Learning Approach
2017
Energies
Building energy consumption prediction plays an important role in improving the energy utilization rate through helping building managers to make better decisions. However, as a result of randomness and noisy disturbance, it is not an easy task to realize accurate prediction of the building energy consumption. In order to obtain better building energy consumption prediction accuracy, an extreme deep learning approach is presented in this paper. The proposed approach combines stacked
doi:10.3390/en10101525
fatcat:we5xtbswijbrzmuvcobgs47seq