SKN Predictive Maintenance

Mission Console

Fleet Overview

Live telemetry across 48 semiconductor pumps. Inference cycle: 30 s.

SKN Central DB · Connected

Total Pumps Monitored

48

Updated 12 s ago

Stable

32

Updated 12 s ago

Degrading

11

Updated 12 s ago

Critical / Will Fail Soon

5

Updated 12 s ago

Fleet Health Distribution

n=48
48Pumps
Stable
32
Degrading
11
Critical
3
Will Fail Soon
2

Active Alerts

View all
  • PMP-A-033

    Fab 1 — Line 1

    Degrading

    Time to failure

    ~24 days

  • PMP-A-034

    Fab 2 — Line 3

    Degrading

    Time to failure

    ~24 days

  • PMP-A-035

    Fab 3 — Cleanroom A

    Degrading

    Time to failure

    ~25 days

  • PMP-A-036

    Singapore Branch — Line 1

    Degrading

    Time to failure

    ~25 days

  • PMP-A-037

    Fab 1 — Line 1

    Degrading

    Time to failure

    ~26 days

Pump Telemetry Grid

Tap any tile for detailed telemetry and degradation trajectory.

StableDegradingCriticalWill Fail Soon

PMP-A-001

Fab 1 — Line 1

Stable

Vibration

2.22 mm/s

PMP-A-002

Fab 2 — Line 3

Stable

Vibration

2.14 mm/s

PMP-A-003

Fab 3 — Cleanroom A

Stable

Vibration

2.06 mm/s

PMP-A-004

Singapore Branch — Line 1

Stable

Vibration

1.98 mm/s

PMP-A-005

Fab 1 — Line 1

Stable

Vibration

1.89 mm/s

PMP-A-006

Fab 2 — Line 3

Stable

Vibration

1.81 mm/s

PMP-A-007

Fab 3 — Cleanroom A

Stable

Vibration

2.33 mm/s

PMP-A-008

Singapore Branch — Line 1

Stable

Vibration

2.24 mm/s

PMP-A-009

Fab 1 — Line 1

Stable

Vibration

2.16 mm/s

PMP-A-010

Fab 2 — Line 3

Stable

Vibration

2.08 mm/s

PMP-A-011

Fab 3 — Cleanroom A

Stable

Vibration

2 mm/s

PMP-A-012

Singapore Branch — Line 1

Stable

Vibration

1.91 mm/s

PMP-A-013

Fab 1 — Line 1

Stable

Vibration

1.83 mm/s

PMP-A-014

Fab 2 — Line 3

Stable

Vibration

2.35 mm/s

PMP-A-015

Fab 3 — Cleanroom A

Stable

Vibration

2.27 mm/s

PMP-A-016

Singapore Branch — Line 1

Stable

Vibration

2.18 mm/s

PMP-A-017

Fab 1 — Line 1

Stable

Vibration

2.1 mm/s

PMP-A-018

Fab 2 — Line 3

Stable

Vibration

2.02 mm/s

PMP-A-019

Fab 3 — Cleanroom A

Stable

Vibration

1.93 mm/s

PMP-A-020

Singapore Branch — Line 1

Stable

Vibration

1.85 mm/s

PMP-A-021

Fab 1 — Line 1

Stable

Vibration

2.37 mm/s

PMP-A-022

Fab 2 — Line 3

Stable

Vibration

2.29 mm/s

PMP-A-023

Fab 3 — Cleanroom A

Stable

Vibration

2.2 mm/s

PMP-A-024

Singapore Branch — Line 1

Stable

Vibration

2.12 mm/s

PMP-A-025

Fab 1 — Line 1

Stable

Vibration

2.04 mm/s

PMP-A-026

Fab 2 — Line 3

Stable

Vibration

1.96 mm/s

PMP-A-027

Fab 3 — Cleanroom A

Stable

Vibration

1.87 mm/s

PMP-A-028

Singapore Branch — Line 1

Stable

Vibration

2.39 mm/s

PMP-A-029

Fab 1 — Line 1

Stable

Vibration

2.31 mm/s

PMP-A-030

Fab 2 — Line 3

Stable

Vibration

2.22 mm/s

PMP-A-031

Fab 3 — Cleanroom A

Stable

Vibration

2.14 mm/s

PMP-A-032

Singapore Branch — Line 1

Stable

Vibration

2.06 mm/s

PMP-A-033

Fab 1 — Line 1

Degrading

Vibration

3.18 mm/s

PMP-A-034

Fab 2 — Line 3

Degrading

Vibration

3.07 mm/s

PMP-A-035

Fab 3 — Cleanroom A

Degrading

Vibration

2.95 mm/s

PMP-A-036

Singapore Branch — Line 1

Degrading

Vibration

3.43 mm/s

PMP-A-037

Fab 1 — Line 1

Degrading

Vibration

3.31 mm/s

PMP-A-038

Fab 2 — Line 3

Degrading

Vibration

3.19 mm/s

PMP-A-039

Fab 3 — Cleanroom A

Degrading

Vibration

3.08 mm/s

PMP-A-040

Singapore Branch — Line 1

Degrading

Vibration

2.96 mm/s

PMP-A-041

Fab 1 — Line 1

Degrading

Vibration

3.44 mm/s

PMP-A-042

Fab 2 — Line 3

Degrading

Vibration

3.32 mm/s

PMP-A-043

Fab 3 — Cleanroom A

Degrading

Vibration

3.2 mm/s

PMP-A-044

Singapore Branch — Line 1

Critical

Vibration

4.19 mm/s

PMP-A-045

Fab 1 — Line 1

Critical

Vibration

4.07 mm/s

PMP-A-046

Fab 2 — Line 3

Critical

Vibration

4.55 mm/s

PMP-A-047

Fab 3 — Cleanroom A

Will Fail Soon

Vibration

4.43 mm/s

PMP-A-048

Singapore Branch — Line 1

Will Fail Soon

Vibration

4.31 mm/s