SKN Predictive Maintenance

Mission Console

Fleet Overview

Live telemetry across 40 semiconductor devices. Inference cycle: 30 s.

SKN Central DB · Connected

Total Devices Monitored

40

Updated 12 s ago

Stable

18

Updated 12 s ago

Degrading

10

Updated 12 s ago

Warning / Critical

12

Updated 12 s ago

Fleet Health Distribution

n=40
40Devices
Stable
18
Degrading
10
Warning
8
Critical
4

Active Alerts

View all
  • CHL-A-001

    Fab 1 — Line 1

    Warning

    Time to failure

    ~8 days

  • CHL-A-002

    Fab 2 — Line 3

    Critical

    Time to failure

    ~2 days

  • CHL-A-003

    Fab 3 — Cleanroom A

    Degrading

    Time to failure

    ~21 days

  • CHL-A-004

    Singapore Branch — Line 1

    Degrading

    Time to failure

    ~22 days

  • CHL-A-005

    Fab 1 — Line 1

    Degrading

    Time to failure

    ~22 days

Device Telemetry Grid

Tap any tile for detailed telemetry and degradation trajectory.

StableDegradingWarningCritical

CHL-A-001

Fab 1 — Line 1

Warning

Vibration

4.46 mm/s

CHL-A-002

Fab 2 — Line 3

Critical

Vibration

4.34 mm/s

CHL-A-003

Fab 3 — Cleanroom A

Degrading

Vibration

3.13 mm/s

CHL-A-004

Singapore Branch — Line 1

Degrading

Vibration

3.01 mm/s

CHL-A-005

Fab 1 — Line 1

Degrading

Vibration

3.49 mm/s

CHL-A-006

Fab 2 — Line 3

Critical

Vibration

4.47 mm/s

CHL-A-007

Fab 3 — Cleanroom A

Warning

Vibration

4.35 mm/s

CHL-A-008

Singapore Branch — Line 1

Degrading

Vibration

3.14 mm/s

CHL-A-009

Fab 1 — Line 1

Stable

Vibration

2.16 mm/s

CHL-A-010

Fab 2 — Line 3

Warning

Vibration

4.6 mm/s

DRP-A-001

Fab 3 — Cleanroom A

Degrading

Vibration

3.38 mm/s

DRP-A-002

Singapore Branch — Line 1

Stable

Vibration

1.91 mm/s

DRP-A-003

Fab 1 — Line 1

Stable

Vibration

1.83 mm/s

DRP-A-004

Fab 2 — Line 3

Stable

Vibration

2.35 mm/s

DRP-A-005

Fab 3 — Cleanroom A

Degrading

Vibration

2.91 mm/s

DRP-A-006

Singapore Branch — Line 1

Stable

Vibration

2.18 mm/s

DRP-A-007

Fab 1 — Line 1

Stable

Vibration

2.1 mm/s

DRP-A-008

Fab 2 — Line 3

Stable

Vibration

2.02 mm/s

DRP-A-009

Fab 3 — Cleanroom A

Warning

Vibration

4.14 mm/s

DRP-A-010

Singapore Branch — Line 1

Warning

Vibration

4.02 mm/s

TRB-A-001

Fab 1 — Line 1

Critical

Vibration

4.5 mm/s

TRB-A-002

Fab 2 — Line 3

Stable

Vibration

2.29 mm/s

TRB-A-003

Fab 3 — Cleanroom A

Degrading

Vibration

3.16 mm/s

TRB-A-004

Singapore Branch — Line 1

Stable

Vibration

2.12 mm/s

TRB-A-005

Fab 1 — Line 1

Critical

Vibration

4.03 mm/s

TRB-A-006

Fab 2 — Line 3

Stable

Vibration

1.96 mm/s

TRB-A-007

Fab 3 — Cleanroom A

Stable

Vibration

1.87 mm/s

TRB-A-008

Singapore Branch — Line 1

Warning

Vibration

4.27 mm/s

TRB-A-009

Fab 1 — Line 1

Stable

Vibration

2.31 mm/s

TRB-A-010

Fab 2 — Line 3

Stable

Vibration

2.22 mm/s

PSU-A-001

Fab 3 — Cleanroom A

Stable

Vibration

2.14 mm/s

PSU-A-002

Singapore Branch — Line 1

Warning

Vibration

4.4 mm/s

PSU-A-003

Fab 1 — Line 1

Stable

Vibration

1.98 mm/s

PSU-A-004

Fab 2 — Line 3

Degrading

Vibration

3.07 mm/s

PSU-A-005

Fab 3 — Cleanroom A

Degrading

Vibration

2.95 mm/s

PSU-A-006

Singapore Branch — Line 1

Warning

Vibration

4.53 mm/s

PSU-A-007

Fab 1 — Line 1

Stable

Vibration

2.25 mm/s

PSU-A-008

Fab 2 — Line 3

Stable

Vibration

2.16 mm/s

PSU-A-009

Fab 3 — Cleanroom A

Stable

Vibration

2.08 mm/s

PSU-A-010

Singapore Branch — Line 1

Degrading

Vibration

2.96 mm/s