Anomaly Detection

ตรวจจับพฤติกรรมผิดปกติของมาตรน้ำก่อนกระทบการดำเนินงาน

3 Critical5 Warning
8

Night Time Flow

2

Statistical Deviation

10

Daily Usage Budget

2

No Read Timeout

Timeline · flow deviation from baseline
When did it happen?
Hour × day heatmap · 7 วันล่าสุด
When does it recur?
Mon
Tue
Wed
Thu
Fri
Sat
Sun
LowHigh
Hour-of-day load · polar
The 24-hour clock

Red wedges exceed threshold. Toggle SUM / AVG to switch between total usage and average usage per hour slot for the selected period.

Anomalous hour
SUM
Threshold
02:00-03:00 spike needs review
Active alerts
Water meter queue
Statistical Deviation

Meter A-03

Z=4.1

02:14
Night Time Flow

Meter B-07

0.8 m³/h

03:01
Statistical Deviation

Meter A-01

Z=3.8

02:58
Daily Usage Budget

Meter C-12

+78%

14:22
No Read Timeout

Meter A-05

2h

11:00
Threshold config · quick access
Detection rules
Night flow (00-05h)0m³/h
Z-score limit3.0sigma
Daily budget120
No-read timeout90min