Gas Turbine Major Overhaul Planning — AI-Driven Scope Optimization & Outage Scheduling

By Johnson on July 2, 2026

gas-turbine-major-overhaul-planning-ai-scope-optimization

Ask any plant manager what actually blows a gas turbine major overhaul's schedule and budget, and the answer is rarely the work everyone planned for — it is the work nobody planned for. A borescope that gets pushed back twice, a vibration issue that gets "monitored" instead of resolved, a component that looks fine on paper until the cover comes off and reveals damage that was never in scope. That single moment turns a planned 14-day outage into a 21-day one, and the lost generation revenue from that extra week dwarfs whatever the pre-outage inspection would have cost. Plant managers who have moved to condition-based scope development — building the overhaul scope from actual sensor and inspection data 90 to 120 days out instead of a generic checklist six weeks before shutdown — describe a fundamentally different outage experience, and many start by choosing to book a demo to see how their own condition data would change next year's overhaul scope.

GAS TURBINE MAJOR OVERHAUL PLANNING

Cut Overhaul Duration by Building Scope From Condition Data, Not a Generic Checklist

iFactory pulls EOH counters, vibration trends, borescope findings, and NDT readings together to flag exactly which components meet condition-based replacement criteria — locking scope before mobilization instead of discovering it after disassembly.

~25%
Typical overhaul duration reduction achievable with condition-based scope locked pre-outage
6–12
Specialist contractors typically working concurrently on a major overhaul critical path
#1
Cause of overhaul schedule overrun: mid-outage scope creep from undiscovered damage
18–24 mo
Recommended planning horizon to secure long-lead parts and specialized labor
The Planning Horizon

Five Planning Phases Between Today and the Outage Window

A major overhaul isn't planned in the weeks before it starts — it's planned in phases stretching back nearly two years, and each phase depends on the data quality of the one before it. Skipping the early condition-data phases is what forces plants into generic checklist scoping later, which is exactly where scope creep and schedule overrun originate.

18–24 mo
Long-Lead Planning
Secure long-lead parts, specialized labor, and depot slots based on projected equivalent operating hours and known condition trends from ongoing monitoring.
12–18 mo
Scope Development
Begin building the overhaul scope from accumulated condition data — vibration trends, borescope findings, exhaust spread history — rather than starting from a blank OEM checklist.
9–12 mo
Resource Planning
Confirm contractor availability, parts procurement, and heavy lift and tooling requirements against the condition-based scope defined in the previous phase.
90–120 days
Scope Lock
Flag every component that meets condition-based replacement criteria from EOH counters, NDT readings, and vibration trends, and lock final scope before contractor work packages go out.
4–8 wks
Contractor Mobilization
Issue structured work packages to every contractor with scope, drawings, and permit-to-work requirements, sequencing access windows to avoid critical path conflicts before mobilization.
Traditional vs. Condition-Based Scoping

What Changes When Scope Is Built From Data Instead of a Checklist

A generic OEM checklist assumes a worst-case operating profile for every unit, which means it either replaces components that still have useful life left, or misses degradation specific to your unit's actual duty cycle. Condition-based scoping closes both gaps at once.

Aspect Checklist-Based Scoping Condition-Based Scoping
Scope basis Generic OEM interval assumptions EOH counters, NDT, vibration, borescope trend
Scope definition start Often 4–6 weeks before outage 12–18 months before outage
Mid-outage scope creep risk High — surprises found after teardown Low — condition already known pre-outage
Component replacement Fixed interval regardless of actual condition Matched to measured remaining useful life
SEE YOUR NEXT OVERHAUL'S SCOPE

Find Out What Your Condition Data Already Says About the Next Outage

Loading your existing EOH, vibration, and inspection data into a structured scope view usually surfaces components ready for early flagging months before the outage window opens.

Plant Manager Perspective
Field Perspective
L
Lena F.
Plant Manager, 500 MW Combined-Cycle Facility

We used to start scope definition six weeks out and spend the first three days of every outage waiting on parts nobody had ordered because nobody knew they'd be needed. Once we had condition data locking scope at ninety days, our last major overhaul came in ahead of schedule with every contractor on-site on day one and zero surprise findings after disassembly.


Lena F. Plant Manager, Combined-Cycle Facility
What Condition-Based Scoping Delivers

The Outcomes Plants Report After Their First Condition-Scoped Overhaul

The value of condition-based overhaul scoping compounds with each cycle, since every completed overhaul adds more trend history that makes the next one's scope decisions more precise.

~25%
Shorter Overhaul Duration
Zero
Target: Surprise Scope Findings
Day 1
Full Contractor Mobilization
90–120 days
Scope Locked Before Outage
FAQ

Gas Turbine Major Overhaul Planning — Frequently Asked Questions

Overhaul duration overruns most commonly come from found work — damage discovered after disassembly that wasn't in the original scope, which forces a stop-work engineering review, part sourcing, and schedule replan mid-outage. Condition-based scoping pulls EOH counters, vibration trends, borescope findings, and NDT readings together 90 to 120 days before the outage to flag components that meet replacement criteria in advance, so the parts, labor, and work packages are already staged before disassembly begins rather than reacted to afterward. This is what typically compresses overhaul duration by roughly a quarter compared to checklist-based scoping.
Yes. A major turbine overhaul typically involves six to twelve specialist contractors working concurrently on the critical path, and a single late work package, missing permit, or unsequenced access conflict adds days to the schedule. iFactory issues each contractor a structured work package with their assigned scope, access windows, and permit-to-work requirements, and flags access conflicts before they delay the critical path rather than after a contractor shows up to a blocked work area.
Found work during a major overhaul is never fully eliminated, even with strong condition-based planning, because some defects genuinely can only be assessed after full disassembly. What condition-based scoping does is shrink the volume and severity of found work dramatically by catching the majority of significant issues ahead of time through borescope trending and NDT, so the emergent work review process only has to handle true exceptions rather than the bulk of the scope, keeping schedule impact contained.
The earlier condition data starts accumulating, the stronger the scope decisions at the 90 to 120 day lock point, since trend quality depends on having multiple data points rather than a single recent reading. Starting 12 to 18 months ahead of the outage gives the strongest results, but even connecting historian and inspection data a few months before scope lock still meaningfully improves on a purely checklist-based approach, and retroactive borescope and inspection history can be loaded in to build trend context faster.
The most useful starting point is connecting your existing EOH counters, condition monitoring data, and inspection history so the platform can flag which components already meet condition-based scope criteria for your upcoming outage. A walkthrough of your specific fleet and outage calendar is the fastest way to see what that looks like in practice, which you can arrange by choosing to book a demo, or you can direct implementation questions to the team through support.
SCOPE DEVELOPMENT · CONTRACTOR COORDINATION · CONDITION-BASED PLANNING

Lock Your Next Overhaul Scope Before the Outage, Not During It

iFactory turns EOH counters, vibration trends, and inspection history into a locked, data-backed overhaul scope — so your team mobilizes with zero surprises and every contractor on-site from day one.

~25%Shorter Duration
90–120 daysScope Locked Early
6–12Contractors Coordinated
Day 1Full Mobilization

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