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

Pilot 3 · Dharani · Supervisory AI

AI Intelligence

SUPERVISORY AI · LOCAL MPPT REMAINS IN CONTROL

Current AI assessment

REVIEW

A monitored operating condition needs attention.

ThingsBoard telemetry freshness or continuity requires review.

What should I do?

Recommended action

Check ThingsBoard ingestion and restore continuous telemetry.

Telemetry Freshness: REVIEW · Latest sample age: 44473 min

Motor Electrical

INSUFFICIENT DATA

Missing or unavailable: frequency, DC bus, current, or power

There is not enough current data for an assessment.

TELEMETRY

Fuji Drive

NORMAL

DC bus: 572 V · Local MPPT frequency: 25.67 Hz · Fault state: not reported

No reported fault or inconsistent Fuji drive output is present.

MEASURED

Estimated Water

INSUFFICIENT DATA

Missing or unavailable: estimated flow

There is not enough current data for an assessment.

ESTIMATED

AI Advisory Alignment

INSUFFICIENT DATA

Missing or unavailable: AI recommendation or actual MPPT frequency

Local MPPT retains control; a difference from AI advice is not a fault.

INDIRECT / ESTIMATED

AI Advice

Local MPPT
25.67 Hz

MEASURED

AI Recommendation

AI RECOMMENDED

AI Action
LOCAL FUJI MPPT
Estimated Water

ESTIMATED

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Why does AI-Kit say this?
  • There is not enough current data for an assessment.
  • No reported fault or inconsistent Fuji drive output is present.
  • Available local MPPT operation is reported consistently.
  • There is not enough current data for an assessment.
Technical details

Marker evidence basis

Motor Electrical · STATE CONSISTENCY
TELEMETRY · Missing or unavailable: frequency, DC bus, current, or power
Fuji Drive · FAULT STATE
MEASURED · DC bus: 572 V · Local MPPT frequency: 25.67 Hz · Fault state: not reported
Estimated Water · STATE CONSISTENCY
ESTIMATED · Missing or unavailable: estimated flow
AI Advisory Alignment · STATE CONSISTENCY
INDIRECT / ESTIMATED · Missing or unavailable: AI recommendation or actual MPPT frequency
Telemetry Freshness · STATE CONSISTENCY
TELEMETRY · Latest sample age: 44473 min · History source: no_data · Largest recent gap: 0 min

Monitored Subsystem Health

What current evidence supports

Motor Electrical Performance

INSUFFICIENT DATA

There is not enough current data for an assessment.

  • Missing or unavailable: frequency, DC bus, current, or power

Recommended action

Restore the required telemetry and reassess.

Monitoring scope: Measured electrical operating consistency; not physical motor-component health

Provenance: TELEMETRY

Fuji VFD / Drive Health

HEALTHY

No reported fault or inconsistent Fuji drive output is present.

  • DC bus: 572 V
  • Local MPPT frequency: 25.67 Hz
  • Fault state: not reported

Recommended action

Continue monitoring the local drive state.

Monitoring scope: Reported drive operation; Fuji local MPPT retains frequency authority

Provenance: MEASURED

MPPT Operating Behaviour

HEALTHY

Available local MPPT operation is reported consistently.

  • Local MPPT frequency: 25.67 Hz
  • History continuity: no_data

Recommended action

Continue observing local MPPT behavior across solar operating periods.

Monitoring scope: Operating behavior only; AI-Kit does not directly control Fuji frequency

Provenance: MEASURED

AI Advisory Alignment

INSUFFICIENT DATA

There is not enough current data for an assessment.

  • Missing or unavailable: AI recommendation or actual MPPT frequency

Recommended action

Restore the required telemetry and reassess.

Monitoring scope: Comparison of AI advice with local MPPT operation

Provenance: INDIRECT

Estimated Hydraulic / Water Performance

INSUFFICIENT DATA

There is not enough current data for an assessment.

  • Missing or unavailable: estimated flow

Recommended action

Restore the required telemetry and reassess.

Monitoring scope: Estimated flow and water context; no physical flowmeter

Provenance: ESTIMATED

ThingsBoard / Telemetry Health

REVIEW

ThingsBoard telemetry freshness or continuity requires review.

  • Latest sample age: 44473 min
  • History source: no_data
  • Largest recent gap: 0 min

Recommended action

Check ThingsBoard ingestion and restore continuous telemetry.

Monitoring scope: Cloud telemetry availability; history unavailability does not invalidate current measured values

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.

Physical Flow Measurement

NOT INSTRUMENTED

Flow is estimated only until a physical flowmeter is installed.

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

Local MPPT authority is preserved; recommendation differences are advisory, not faults.

Telemetry history: no data.