Table 6 Comparison between theoretical and actual data points and identified data quality issues.
From: Real operational labeled data of air handling units from office, auditorium, and hospital buildings
Dataset | Theoretical data points | Actual data points | Difference | Data issue |
|---|---|---|---|---|
Auditorium | 113,880 (13 AHUs × 365day × 24 hour) | 11,3375 | −505 | Missing data |
Hospital | 70,080 (8 AHUs × 365day × 24 hour) | 66,048 | −4032 | Missing data |
Office | 175,200 (20 AHUs × 365day × 24 hour) | 175,532 | 332 | Duplicated data |
