AI and Machine Learning for industrial reliability

sales@stahcorp.com
Electrical engineer using an infrared camera to assess medium-voltage switchgear and a large power transformer

Solutions · PCAS · Electrical system condition

Power Condition Assessment Solutions

PCAS combines complementary inspection and test methods to build a coordinated view of developing risk across electrical distribution assets.

STAHPCASPOWER CONDITION
Electrical engineer using an infrared camera to assess medium-voltage switchgear and a large power transformer
Connected asset and system condition
Back to Solutions

Assessment scope

The condition picture this solution brings together.

  • Thermal anomalies and connection heating
  • Insulation distress and partial-discharge indicators
  • Abnormal sound, arcing, tracking, or corona evidence
  • Electrical loading, balance, and operating context

System view

One system. Several signals. One coordinated decision.

A solution combines several observations into one condition decision. It starts with the asset and credible failure modes, then selects complementary methods so one ambiguous indicator is not allowed to drive the conclusion.

For power condition assessment solutions, that means beginning with thermal anomalies and connection heating, working in the context of switchgear and breakers, and preserving enough evidence to support asset-by-asset condition observations.

Engineering boundary

A condition assessment supports maintenance decisions; it does not replace protective systems, code compliance, original-equipment-manufacturer limits, or an engineering study required by the site.

Condition record

What should support the system-level conclusion.

  • The asset, audience, or system boundary and the decision being supported
  • The relevant operating state, access conditions, source records, and known limitations
  • The observations or results related to insulation distress and partial-discharge indicators
  • The comparison, technical reasoning, confidence, priority, and alternative explanations
  • The owner, timing, verification method, and trigger for escalation or follow-up

Challenge the diagnosis

What reviewers should test before action.

  • Was the evidence collected under a representative and documented condition?
  • Does another indicator support—or conflict with—the first conclusion?
  • Could access, setup, data quality, environment, or operating state explain the result?
  • Is the proposed action proportionate to condition, consequence, and uncertainty?
  • What new evidence would confirm that the action worked?

Evidence architecture

How the signals are assembled into a defensible conclusion.

The value comes from the relationship between evidence—not the number of technologies used.

  1. 01

    Define system boundaries, critical loads, and accessible assets

    Primary focus: Thermal anomalies and connection heating. Expected record: Asset-by-asset condition observations. Typical setting: Switchgear and breakers.

  2. 02

    Review drawings, history, and operating constraints

    Primary focus: Insulation distress and partial-discharge indicators. Expected record: Annotated thermal or diagnostic evidence. Typical setting: Transformers.

  3. 03

    Apply appropriate online and offline methods

    Primary focus: Abnormal sound, arcing, tracking, or corona evidence. Expected record: Risk-ranked findings. Typical setting: Cables, bus, and terminations.

  4. 04

    Correlate findings and prioritize corrective or confirmatory action

    Primary focus: Electrical loading, balance, and operating context. Expected record: Recommended confirmation, repair, or monitoring actions. Typical setting: Medium- and low-voltage distribution.

DELIVERABLES

Typical outputs

  • Asset-by-asset condition observations
  • Annotated thermal or diagnostic evidence
  • Risk-ranked findings
  • Recommended confirmation, repair, or monitoring actions
APPLICATIONS

Typical assets

  • Switchgear and breakers
  • Transformers
  • Cables, bus, and terminations
  • Medium- and low-voltage distribution
SYSTEM INSIGHT
Electrical condition is strongest when thermal, discharge, ultrasound, loading, and asset history are interpreted together.

Start a conversation

Talk with STAH about power condition assessment solutions.

Share the asset, operating concern, data opportunity, or reliability goal. STAH can help shape a focused, human-reviewed next step.