Table 4 Prediction score of various methods (RMSE)
From: Energy consumption data collection: case study on data center in a Thai University
Data | Multivar | AutoR | AutoR | ARIMA | ARIMA |
|---|---|---|---|---|---|
Linear | Lag = 1 | Lag = 50 | \(p=3,d=1,q=3\) | \(p=4,d=1,q=4\) | |
CRAC3 | 0.94 | 0.40 | 249.18 | 1,236.18 | 999.95 |
CRAC4 | 0.95 | 0.42 | 41.19 | 1,617.19 | 1,633.50 |
ULC5 | 0.98 | 0.32 | 6.80 | 770.15 | 770.24 |
ULC6 | 0.99 | 0.32 | 7.29 | 793.61 | 793.14 |