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Compressor monitoring

Compressor monitoring is type-specific. Here's what fits today.

Screw, reciprocating, centrifugal: same MCC, different physics, different fit.

Compressors are heterogeneous. Screw compressors couple drivetrain faults to motor current and have growing case-led evidence. Reciprocating compressors share favorable physics with cohort building. Centrifugal compressors produce smooth aerodynamic loading that does not reach ESA cleanly, so vibration remains primary. This page is honest about which sub-types fit and which do not.

Type-specificValidation status by sub-type
8Scored cases past 12 months
0False alerts
The monitoring challenge

Compressors are harder to monitor than pumps or fans

Six distinct compressor types operate in your fleet. Reciprocating, screw, centrifugal, axial, lobe, and scroll machines fail differently and require different monitoring methods. Pulsating loads, variable capacity controls, belt drives, gearboxes, and ATEX (explosive atmosphere) locations create layers of complexity. A single external sensor cannot see the same failure modes on all of them.

40–50%

of compressor failures originate in components invisible to external electrical monitoring: internal valves, screw elements, oil systems, seals.

6

distinct compressor types in a typical industrial fleet. Each has different failure physics, different torque profiles, and different monitoring requirements.

~60%

of reciprocating compressor shutdowns are valve-related. This is the single largest failure mode across the compressor landscape.

How Electrical Signature Analysis (ESA) works on compressors

Not all compressors are created equal

ESA detects faults that modulate motor torque. Reciprocating compressors create strong torque pulsations. Excellent ESA visibility. Centrifugal compressors produce smooth continuous torque. Poor ESA visibility for mechanical faults. The right monitoring approach depends on which compressor type you're protecting.

Supported today: screw compressors

Moderate torque pulsation from lobe meshing. Bearing detection and motor health work reliably. But lobe wear, seal degradation, and oil system faults are invisible to ESA. Fleet screening from the motor control cabinet (MCC) is the strongest value case.

Physics potential, roadmap: reciprocating, Roots, valve faults

High torque pulsation from discrete compression strokes and lobe engagements. Valve faults, bearing defects, and liquid slugging produce distinct current signatures. Published peer-reviewed evidence supports detection. Direct coupling and solid drivetrain connections maximize signal fidelity.

Limited ESA candidates: centrifugal compressors

Smooth aerodynamic torque. Most mechanical faults (blade erosion, bearing wear, seal degradation) produce no torque modulation. ESA covers motor health and surge detection only. Vibration monitoring (API 670) is primary and mandatory.

Hard boundaries

Fluid couplings block all downstream signal. Belt drives severely attenuate. Variable-frequency drives (VFDs) with slip compensation eliminate rotor bar detection below 50% load. Below ~3 kW, signal-to-noise is too poor.

Representative SAM4 dashboard view. The cabinet read produces fault classifications with evidence levels and recommended actions. On compressors, the same workflow runs against torque signatures from the screw rotors and drivetrain, with fit varying by sub-type.

SAM4 dashboard view of a fault detection, with load-pattern anomaly, classification, and recommended action
1

Signal flagged

SAM4 detects an anomaly in the current or voltage signature. Automated rules trigger initial review.
2

Expert review

A Samotics analyst checks the signal against process context, asset history, and known failure patterns. Filters out false positives before they reach you.
3

Fault classified

Confirmed faults are tagged with type, severity, and an evidence level that reflects the strength of the supporting field evidence.
4

Action recommended

You receive a specific recommendation: inspect, monitor, schedule, or act now. Outcome from the action feeds back into the validation set.
Fit and detection boundaries

What SAM4 detects on this asset, and where it doesn't fit

One table. Each fault class appears once with its signal path, the strength of field evidence on this asset class, and the recommended use of SAM4. Compressor fit varies sharply by sub-type: screw and reciprocating compressors couple drivetrain faults to motor current cleanly; centrifugal compressors produce smooth aerodynamic loading that does not reach ESA reliably and are not a primary SAM4 detection class on this page.

Fault classSignal pathField evidence on this assetUse SAM4 as
Phase loss and voltage imbalanceDirect / electrical. Resolved at the cabinet from current and voltage symmetry.Pathway established across motor-driven assets.Primary monitoring
Process-induced load deviationLoad signature. Pressure ratio, suction conditions, and capacity-control changes reach the current as torque change.Pathway established. Strong on screw and reciprocating compressors.Primary monitoring
Mechanical unbalanceLoad signature + 1x running speed. Reaches motor current through the rotor.Pathway established across pump and compressor cohorts.Primary monitoring
Belt degradationTransmission path + belt-pass frequency. Sub-synchronous belt-pass passes cleanly through motor inertia.Pathway established on belt-driven compressor packages.Conditional
Coupling-related load anomalyLoad signature + 1x.Small sample reviewed. No misses observed.Conditional
Shaft or coupling misalignmentLoad signature + 2x.Small sample reviewed. Vibration phase analysis discriminates root cause.Conditional
Valve leakage on reciprocating compressorsLoad-step pattern across the cycle. Visible as cycle-to-cycle deviation in the current signature.Pathway established. Reciprocating cohort building.Conditional
Inlet filter or suction blockageLong-window load signature drift.Pathway established. Detected via motor electrical signature shift.Conditional
Stator winding short indicatorsDirect / electrical.Pathway established across asset classes. Compressor-specific cohort still building.Conditional
Rotor bar degradationIndirect electromagnetic.Pathway established across asset classes. Compressor-specific cohort still building.Conditional
Soft foot indicatorsDistinctive base-mounting signature in the current.Small sample reviewed.Conditional
Bearing degradationIndirect electromagnetic + load. Visible once degradation reaches the motor current.Stable runtime helps; intermittent duty thins the signal. Vibration on accessible critical compressors remains the better tool for raceway-level diagnosis.Late-stage detection
Centrifugal compressor mechanical faultsOutside envelope. Smooth aerodynamic loading does not modulate motor torque cleanly enough for ESA.Use vibration. ESA does not lead on centrifugal compressors.Use other methods
Valve plate damage and internal seal wear on reciprocatingOutside envelope. Cylinder-internal mechanical faults do not always reach motor torque.Use cylinder pressure analysis or piston-rod drop monitoring.Use other methods
Lubrication oil conditionOutside envelope. Chemical and physical state of the oil is not in the electrical signature.Use oil analysis on a sampling cadence.Use other methods
Internal gas leak detectionOutside envelope. Process-side leakage with no torque expression.Use process flow, pressure, or gas-detection instrumentation.Use other methods
Monitoring architecture

What ESA covers. What vibration covers. Where they overlap.

Compressors are where monitoring architecture matters most. For compressors, vibration analysis is structurally superior for mechanical fault detection. ESA adds motor and drive health. A blind spot for vibration. And fleet screening economics.

ESA leads

  • Broken rotor bars, stator winding faults, eccentricity
  • Power quality and VFD health
  • Energy consumption and efficiency trending
  • Load pattern anomalies and duty cycling
  • Fleet-wide screening from the MCC
  • Monitoring in ATEX/hazardous zones without field sensors

Both contribute

  • Coupling misalignment (ESA: torque modulation. Vibration: 2x radial)
  • Gearbox faults (ESA: current as torque image. Vibration: mesh analysis)
  • Reciprocating valve faults (ESA: load profile. Vibration: crosshead accel)
  • Belt wear and looseness
  • Surge events on centrifugal compressors

Vibration leads

  • Motor and compressor bearing defects (envelope analysis, proximity probes)
  • Rotor unbalance on centrifugal compressors (radial force, no torque signal)
  • Subsynchronous instability and shaft bow
  • Seal degradation
  • Crosshead and wrist pin wear (reciprocating)
  • Internal rub, impeller cracking

Detection capability by compressor type

Compressor typeESA compressor-sideVibration compressor-sideRecommended stack
ReciprocatingGood: Valve faults, imbalance, liquid sluggingExcellent: Crosshead, packing, bearing wearESA + Vibration
ScrewGood: Motor health, bearing detection, fleet screeningExcellent: Lobe wear, seal degradation, element defectsESA + Vibration
CentrifugalLimited: Motor health, surge detection onlyMandatory: Blade erosion, bearing wear, imbalanceVibration + ESA (secondary)
AxialLimited: Motor health onlyMandatory: Blade, bearing, thrust defectsVibration + ESA (secondary)
Lobe / RootsGood-Excellent: Bearing defects, pulsation anomaliesExcellent: Lobe wear, timing gear faultsESA + Vibration
ScrollPoor: Below signal threshold on small motorsGood: Bearing, scroll wear, gas leakageVibration + Process monitoring
Installation on compressors

Under 60 minutes. No compressor access required.

1. Open the motor control cabinet

SAM4 installs at the MCC, the same panel your electricians already access. No compressor package access. No work near the rotating equipment. ATEX-certified gateway variants are available for hazardous-zone installations.

2. Clip sensors onto motor supply cables

Current and voltage sensors clip directly onto existing motor cabling. Installation requires a brief motor de-energisation while sensors are fitted, typically scheduled with operations. Works with DOL starters, soft starters, and VFD-driven compressors.

3. Connect and commission

The SAM4 gateway connects via cellular (4G/LTE). No dependency on site IT or SCADA networks. Monitoring starts immediately. First diagnostic results within 48 hours.

SAM4 sensors installed on motor supply cables inside a motor control cabinet

Understand which compressors benefit from ESA

Not all compressors are equal ESA candidates. Talk to an engineer about your specific fleet: compressor types, drive arrangements, and coupling configurations. We'll map where ESA adds value and where you need additional monitoring.

Methodology

How this page is validated

Field validation on compressors is in progress and concentrated in screw architectures. Per our reporting rules, samples below 50 confirmed cases are reported case by case rather than as a single headline figure. The cards below describe how the evidence base grows and what evidence is available today.

How the compressor evidence base grows

  • Each alert SAM4 raises on a compressor is followed up against customer-confirmed outcomes
  • Cases are scored independently: detected, missed, or false alert
  • Sub-types are tracked separately: screw, reciprocating, centrifugal, lobe
  • Pathways resolved on comparable rotary positive-displacement machines inform initial scoping
  • Field evidence on this asset moves from a clear signal path to case-by-case proof to a published metric as the evidence base grows

What evidence is available today

  • 12-month review window: 8 scored cases across all compressor sub-types, 0 false alerts
  • Screw compressors: small reviewed sample with documented detections, misses, and evidence reported case by case
  • Reciprocating compressors: clear signal path; no field sample yet, evidence still building
  • Centrifugal compressors: physics is hostile to ESA for mechanical faults; vibration is primary
  • Per-case detail, scoring rules, and review criteria available to qualified technical evaluators