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

HEALTHY

Fuji drive operation appears normal.

AI-Kit is monitoring the system and providing recommendations. The local MPPT controller remains responsible for operating frequency.

What should I do?

Recommended action

Continue monitoring. Review AI advice alongside the local MPPT operating point.

Telemetry Freshness: NORMAL · Latest sample age: 0 min

Motor Electrical

NORMAL

Frequency: 0 Hz · DC bus: 674 V · Motor current: 0 A · Motor power: 0.003 kW

Measured electrical values are consistent with the reported operating state.

MEASURED

Fuji Drive

NORMAL

DC bus: 674 V · Local MPPT frequency: 0 Hz · Fault state: not reported

No reported fault or inconsistent Fuji drive output is present.

MEASURED

Estimated Water

INDIRECT

Estimated flow: 0 LPM · Estimated water today: 0 m³

Water performance is estimated and is not a physical flow measurement.

ESTIMATED

AI Advisory Alignment

INSUFFICIENT DATA

AI advice is unavailable while telemetry is offline

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

INDIRECT / ESTIMATED

AI Advice

Local MPPT
0 Hz

MEASURED

AI Recommendation
0 Hz

AI RECOMMENDED

AI Action
LOCAL FUJI MPPT
Estimated Water
0 m³

ESTIMATED

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Why does AI-Kit say this?
  • Measured electrical values are consistent with the reported operating state.
  • No reported fault or inconsistent Fuji drive output is present.
  • Available local MPPT operation is reported consistently.
  • AI advisory is aligned with local MPPT operation.
Technical details

Marker evidence basis

Motor Electrical · STATE CONSISTENCY
MEASURED · Frequency: 0 Hz · DC bus: 674 V · Motor current: 0 A · Motor power: 0.003 kW
Fuji Drive · FAULT STATE
MEASURED · DC bus: 674 V · Local MPPT frequency: 0 Hz · Fault state: not reported
Estimated Water · STATE CONSISTENCY
ESTIMATED · Estimated flow: 0 LPM · Estimated water today: 0 m³
AI Advisory Alignment · STATE CONSISTENCY
INDIRECT / ESTIMATED · AI recommendation: 0 Hz · Local MPPT operation: 0 Hz · AI confidence: 0% · Advisory action: NO DATA
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

Measured electrical values are consistent with the reported operating state.

  • Frequency: 0 Hz
  • DC bus: 674 V
  • Motor current: 0 A
  • Motor power: 0.003 kW

Recommended action

Continue monitoring electrical operating consistency.

Monitoring scope: Measured electrical operation; no bearing, winding-temperature, or insulation diagnosis

Provenance: MEASURED

Fuji VFD / Drive Health

HEALTHY

No reported fault or inconsistent Fuji drive output is present.

  • DC bus: 674 V
  • Local MPPT frequency: 0 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: 0 Hz
  • History continuity: live

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

HEALTHY

AI advisory is aligned with local MPPT operation.

  • AI recommendation: 0 Hz
  • Local MPPT operation: 0 Hz
  • AI confidence: 0%
  • Advisory action: NO DATA

Recommended action

Treat the AI result as supervisory advice; local Fuji MPPT retains frequency authority.

Monitoring scope: Advisory alignment, not drive fault detection or direct frequency control

Provenance: INDIRECT

Estimated Hydraulic / Water Performance

INDIRECT ASSESSMENT

Water performance is estimated and is not a physical flow measurement.

  • Estimated flow: 0 LPM
  • Estimated water today: 0 m³

Recommended action

Use this estimate for supervisory context only; validate with a physical flow measurement when installed.

Monitoring scope: Estimated hydraulic behavior; no physical flowmeter and no internal pump diagnosis

Provenance: ESTIMATED

ThingsBoard / Telemetry Health

HEALTHY

Latest ThingsBoard telemetry and available continuity evidence are current.

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

Recommended action

Continue monitoring source freshness and recent gaps.

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: live.