AI Battery Analytics for Power Substations
P
PEA Engineer
Admin
Overview Dashboard
Substation BKK-01 · Bank BKK-01-A · 48 cells
SYSTEM: NOMINAL
2025-10-30 16:41
Normal
Remaining Useful Life
7.2
years · EOL: May 2033
Capacity Retention92%
Cycle Efficiency88%
Model Confidence95%
Total Voltage
13.522 V
Avg cell: 13.522 V
Current: 0.5 A
Temperature
17.9 °C
Ambient: 18.4 | 18.4 °C
Cell Status
● Normal39
● Warning9
● Critical0
48 total cells · BKK-01-A
SOH Degradation Trend & Forecast
Historical + AI prediction (LSTM v2.1)
— Historical- - AI Forecast— 80% EOL
Cell-Level Monitoring (48 Cells)
● 39 Normal ● 9 Warning ● 0 Critical
✓1
✓2
✓3
✓4
✓5
✓6
✓7
⚠8
✓9
✓10
✓11
✓12
✓13
✓14
✓15
✓16
✓17
✓18
✓19
✓20
✓21
✓22
✓23
✓24
⚠25
⚠26
⚠27
✓28
✓29
⚠30
✓31
✓32
⚠33
✓34
✓35
✓36
⚠37
✓38
⚠39
✓40
⚠41
✓42
✓43
✓44
✓45
✓46
✓47
✓48
Internal Resistance Indicators
10.81mΩ
Bank Average
Cell All
Normal13.79mΩ
Highest
Cell #41
Warning8.22mΩ
Lowest
Cell #45
Normal0 mΩNormalWarningCritical15 mΩ
Avg Cell Temperature Trend
Voltage Distribution (Last Reading)
From current reading — all 48 cells
⬡ AI MODEL: LSTM v2.1 (TRANSFER LEARNED)DATA INGESTION: CSV UPDATED (5 MINS AGO)SYSTEM STATUS: NOMINAL