Application of Deep Learning Model in Building Energy Consumption Prediction

Table 3

Overview of data sets.

Data set file	Content of each line	Purpose	Data row	Remarks
Training set	Building parameters 3461 dimensions	Train	33116	Last dimension: EUI; Penultimate two-dimensional: meteorological data key value
Validation set	Building parameters 3461 dimensions	Verification	2070	Last dimension: EUI; Penultimate two-dimensional: meteorological data key value
Real-time test set	Building parameters 3461 dimensions	Real-time test	202	Last dimension: EUI; Penultimate two-dimensional: meteorological data key value
Climate set (some)	Climate data 87600 dimensions	Supplementary training set	1	Supplement the first three data sets