Overview

Real-time air-quality readings and AI pipeline outputs for My Terrace-on-Room.

Live Status

My Terrace-on-Room

Micro-batch

● —

PM2.51.5

11.6

µg/m³

PM10

24.3

µg/m³

−60 minnow

Cluster: Clean Indoor Air

City Avg: 15.5 (Yellow)

Reliability Score

Trust Layer · Bayesian estimator

High Confidence

99.5%

Uptime

99.4%

Valid

0.7σ

Drift

Current Regime

HMM Classifier · 5-state

Stable Indoor

Active state inferred from a 5-min rolling window. Confidence: 0.71

Stayed for

12 min

Next likely

Traffic Spike (14%)

24-Hour Timeline

PM2.5 overlaid with temperature & humidity

µg/m³ · °C · %RH

Latest Anomaly Status

Sudden PM2.5 Anomaly + Low Reliability

Isolation Forest · class: CRITICAL · 3.4σ deviation

Detected at 14:32:11Code ANM-2041