Table 1. Comparison of the running time of different algorithms.

Algorithms	Time consumption/ms	Accuracy (0.9)	Accuracy (0.95)
Full day data analysis	16.1	No	No
Sliding time window analysis	1,743.2	Yes	Yes
The proposed improved HMM algorithm	35.1	Yes	No