Paper & Pulp Manufacturing · AI Diagnostics

AI Diagnostics for Paper Mills.

Web breaks shut down production for hours. Press section failures degrade sheet quality. Dryer section upsets cause cascading grade changes. ProcessIQ gives your engineers AI-powered root cause analysis across every machine zone — on demand, any shift.

Paper & Pulp · 6 Equipment Areas · TAPPI, ASTM Standards

From stock prep to finished reel.

ProcessIQ covers every major section of a paper machine — from stock prep through the reel. Each area is loaded with paper-specific failure modes, basis weight and moisture interactions, and cross-direction profile considerations.

💧

Stock Prep & Approach flow

  • Headbox consistency control
  • Jet-to-wire speed ratio issues
  • Machine chest and dilution systems
  • Centricleaners and screening
🌊

Forming Section (Wet End)

  • Web break root cause analysis
  • Formation and fiber orientation
  • Dry-line position deviations
  • Vacuum box and foil performance
🗜️

Press Section

  • Felt loading and permeability issues
  • Nip pressure profile imbalances
  • Sheet rewet and rewet zones
  • Press roll cover wear diagnosis
🌡️

Dryer Section

  • Steam pressure inconsistencies
  • Dryer draws and tension profiles
  • Doctor blade and can surface issues
  • Siphon and condensate problems
📏

Size Press & Coating

  • Size press pick and blister defects
  • Coat weight profile deviations
  • Application roll and applicator issues
  • Calender stack nip issues
🎯

Reel & Winder

  • Reel build-up and hardness issues
  • Winder hardnip and softnip settings
  • Roll density and stress distribution
  • Machine direction caliper control

Paper mills can't afford guesswork.

A single web break costs 15–90 minutes of production time plus cleanup and restart. ProcessIQ helps your team work backwards from the break point to find the upstream cause — not just treat the symptom.

$18K/hr

Average Cost of Unplanned Downtime

Paper mills have some of the highest downtime costs in manufacturing — averaging $18,000 per hour for unplanned stoppages. At that rate, a 30-minute diagnostic delay without ProcessIQ costs $9,000 per incident.

13 hrs

Payback Period for ProcessIQ

At $18,000/hour downtime cost, one prevented incident covers your annual ProcessIQ subscription — with over $3M in projected annual savings based on improved break frequency and faster recovery time.

3 zones

Typical Root Cause Distance

The zone where a web break occurs is typically 1–3 zones upstream from where the defect originated. ProcessIQ's structured diagnostic approach traces the signal backwards to find where the real problem started.

80%

Of Breaks Are Preventable

Industry data shows that 80% of repeat break events are caused by recurring conditions — felt condition, headbox consistency drift, dryer can buildup — not random events. ProcessIQ identifies those patterns early.

Stop reacting. Start diagnosing.

Start a free diagnostic on your paper machine. Web breaks, press section, dryer section — ProcessIQ covers it all.

Start Free Paper Diagnostic →