Machine Vision for ESP Cable Inspection

Machine vision detecting puckering during armored ESP cable manufacturing
ESP Cable Puckering Detection

DETECT ESP CABLE PUCKERING WHILE THE CABLE IS RUNNING.

CORPEX uses machine vision and AI to detect puckering in armored Electrical Submersible Pump (ESP) cable while production is running. Identify defects earlier to help reduce scrap, rework and wasted material.

ESP CABLE

In-line armored cable inspection

VISION + AI

Profile measurement and defect detection

200 FT/MIN

Operational line speed

REAL TIME

Detect while production is running

ESP Cable Puckering

Detect ESP cable puckering before it creates more scrap.

ESP cable puckering occurs when an armored cable layer compresses unevenly, creating bulges, ripples or changes in its profile. Some changes are difficult to recognize through periodic visual checks.

When a defect goes unnoticed, the line can keep producing out-of-spec material. Continuous in-line inspection helps operators identify profile changes sooner, before more cable is affected.

The business case is straightforward: the sooner production teams identify a defect, the less material may be lost. CORPEX combines dimensional measurement with AI-based analysis to help distinguish puckering from normal cable variation.
Real-time machine vision inspection of armored ESP cable for puckering
Real-Time ESP Cable Inspection
ESP Cable Puckering Detection

Spot the defect. Respond sooner.

CORPEX inspects cable geometry and visible surface conditions in real time. A flagged defect gives operators a chance to act before more out-of-spec cable reaches the reel.

Machine vision detecting puckering in armored ESP cable
PUCKERING DETECTED

ESP Cable Puckering Detected

Puckering or abnormal profile variation is flagged so production teams can investigate and limit further scrap exposure.

Machine vision inspection showing acceptable armored ESP cable
ACCEPTABLE

ESP Cable Within Expected Condition

The cable profile and visible surface remain within the configured inspection limits.

Hybrid Vision + AI

Measure the cable. Recognize the defect.

Continuous profile measurement identifies dimensional changes. AI-based analysis helps flag the conditions associated with puckering so operators can respond.

01 / CAPTURE

Inspect Continuously

Cameras capture the ESP cable surface while production continues.

02 / MEASURE

Find Profile Variation

Machine vision measures dimensional and visible profile changes in the moving cable.

03 / ANALYZE

Evaluate Puckering

AI helps distinguish meaningful puckering from normal product variation.

04 / RESPOND

Alert & Record

Inspection results can be presented to operators and stored for traceability.

More Than Pass / Fail

Turn inspection into production intelligence.

Earlier detection can mean less scrap, fewer repeat inspections and less avoidable rework. Measurement history also helps teams understand what changed and supports quality reporting and integration.

MEASURE

Dimensional Inspection

Monitor outside diameter and cable profile changes while the armoring line is running.

DETECT

Surface Defects

Flag puckering, deformation and visible abnormalities earlier, reducing the amount of cable produced before a defect is noticed.

RECORD + CONNECT

Production Intelligence

Record measurements and inspection events for traceability. Connect results with CMVS and plant systems where supported.

Beyond ESP Puckering

Extend inspection across the cable line.

Puckering detection is one part of a broader ESP cable inspection strategy. In-line machine vision can also monitor dimensions, armoring defects and other visible production changes.

Explore CORPEX ESP cable inspection and machine vision for wire and cable manufacturing .

Armoring defects
Dimensional variation
Cable profile changes
Surface deformation
Reduce Scrap From ESP Cable Defects

How much cable is lost before a defect is found?

Share a photo or video of the defect, your cable dimensions, line speed and typical scrap loss. We can assess inspection feasibility and discuss potential scrap reduction and ROI.