Altius Surya TechAltius Surya Tech Pvt. Ltd.AI-Kit Industrial Intelligence Platform

Pilot 1 · CSV Fountain

AI Intelligence

Current AI assessment

HEALTHY

Pump is operating normally.

What should I do?

Recommended action

Continue normal operation. No inspection is currently required.

● Live telemetry · updated just now

Motor Electrical

NORMAL

Electrical behaviour is consistent with normal pump operation.

33.5 Hz · 1.5 A · 139% load

MEASURED

INVT Drive

NORMAL

No active drive fault detected.

DC bus 228.5 V · Output 111 V

MEASURED

Water Delivery

NORMAL

Measured water delivery is consistent with current operation.

126.27 LPM · MEASURED

AI Alignment

ADVISORY DIFFERENCE

Actual 33.5 Hz ↔ Recommended 31.5 Hz

REDUCE · 90% confidence

MEASURED + AI RECOMMENDED

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Why does AI-Kit say this?
  • Available electrical measurements are consistent with the reported operating state.
  • No active drive fault or inconsistent electrical state is present in the latest sample.
  • Measured flow is consistent with the latest reported operating state.
  • Pump-level performance is assessed indirectly from the available operating relationship.
  • This compares actual operation with advice; a difference is not a health fault.
Technical details

Marker evidence basis

Motor Electrical · STATE CONSISTENCY
MEASURED · Frequency: 33.5 Hz · Motor current: 1.5 A · Output voltage: 111 V · Motor load: 139% · Recent history: live
INVT Drive · FAULT STATE
MEASURED · DC bus: 228.5 V · Output voltage: 111 V · Frequency: 33.5 Hz · Fault state: not reported
Water Delivery · STATE CONSISTENCY
MEASURED · Measured flow: 126.27 LPM · Frequency: 33.5 Hz · Motor load / power: 139 · Recent history: live
AI Alignment · STATE CONSISTENCY
MEASURED + AI RECOMMENDED · Action: REDUCE · Confidence: 90%
Telemetry Freshness · STATE CONSISTENCY
TELEMETRY · Latest sample age: 0 min · History source: live · Largest recent gap: 0 min

Monitored Subsystem Health

What current evidence supports

Motor Electrical Performance

HEALTHY

Available electrical measurements are consistent with the reported operating state.

  • Frequency: 33.5 Hz
  • Motor current: 1.5 A
  • Output voltage: 111 V
  • Motor load: 139%
  • Recent history: live

Recommended action

Continue monitoring electrical consistency across operating periods.

Monitoring scope: Electrical operating assessment; bearings, winding temperature and insulation are not diagnosed

Provenance: MEASURED

INVT VFD / Drive Health

HEALTHY

No active drive fault or inconsistent electrical state is present in the latest sample.

  • DC bus: 228.5 V
  • Output voltage: 111 V
  • Frequency: 33.5 Hz
  • Fault state: not reported

Recommended action

Continue monitoring VFD fault and output consistency.

Monitoring scope: Latest INVT VFD telemetry; no internal physical component diagnosis

Provenance: MEASURED

Hydraulic Performance

HEALTHY

Measured flow is consistent with the latest reported operating state.

  • Measured flow: 126.27 LPM
  • Frequency: 33.5 Hz
  • Motor load / power: 139
  • Recent history: live

Recommended action

Continue comparing measured flow under comparable frequency and load.

Monitoring scope: Hydraulic operating assessment; does not diagnose seal or impeller condition

Provenance: MEASURED

Pump Operating Performance

INDIRECT ASSESSMENT

Pump-level performance is assessed indirectly from the available operating relationship.

  • Frequency: 33.5 Hz
  • Load / power: 139
  • Measured flow: 126.27 LPM
  • AI action: REDUCE

Recommended action

Review comparable operating periods when the frequency-load-flow relationship changes persistently.

Monitoring scope: Indirect pump operating assessment; not an internal physical component diagnosis

Provenance: INDIRECT

Edge / RS-485 Communications

HEALTHY

The latest sample and available continuity evidence are current.

  • Latest sample age: 0 min
  • History source: live
  • Largest recent gap: 0 min

Recommended action

Continue monitoring sample freshness and continuity.

Monitoring scope: Communications availability only; history unavailability does not invalidate current telemetry assessments

Provenance: TELEMETRY

Monitoring limits

What is not directly monitored

AI-Kit can detect changes in monitored operating behaviour, but current instrumentation cannot always identify the exact physical component responsible. These coverage labels are not faults.

Motor Bearings

NOT INSTRUMENTED

No dedicated vibration or bearing-temperature measurement is available.

Motor Winding Temperature / Insulation

NOT DIRECTLY MONITORED

Electrical operating indicators do not directly measure winding temperature or insulation condition.

Pump Seal

NOT INSTRUMENTED

No leakage, pressure, or seal-specific sensor is available.

Impeller

INDIRECT ASSESSMENT

Hydraulic behavior may indicate a pump-side issue, but current instrumentation cannot identify an impeller condition.

Model and data context

AI-assisted optimization context; actual operation remains visible beside the recommendation.

Telemetry history: live.