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Fatigue is one of the most persistent threats in aviation operations. Unlike a mechanical failure that can be detected by sensors, fatigue degrades human performance gradually and invisibly — the fatigued individual is often the last person to recognize the impairment. A Fatigue Risk Management System (FRMS) provides a data-driven, multi-layered approach to managing this risk beyond the minimum prescriptive limits of duty time regulations.
This page explains the principles behind fatigue risk management and how PlaneConnection implements them. For the regulatory details of flight and duty time limits, refer to 14 CFR Part 117 (applicable to Part 121 operations) and the Part 135 duty time requirements in 14 CFR 135.263 through 135.269. For practical guidance, see Manage Crew.

Why Prescriptive Limits Are Not Enough

14 CFR Part 117 and the Part 135 duty/rest requirements set hard limits on duty time and minimum rest periods. These limits are essential guardrails, but they have fundamental limitations:
  • They assume all hours are equal. A 10-hour duty period starting at 0600 produces very different fatigue outcomes than one starting at 0200, even though both comply with the same duty limit.
  • They do not account for cumulative fatigue. A pilot who has flown six consecutive days within daily duty limits may be significantly more fatigued than one starting a fresh rotation, even though both are “legal.”
  • They cannot measure sleep. Regulatory rest periods guarantee opportunity to sleep, not actual sleep. A pilot who spent a “rest period” in a noisy hotel near an airport may have obtained far less restorative sleep than the regulations assumed.
  • They are static. The same duty limit applies regardless of route complexity, weather conditions, passenger load, or other workload factors that amplify the effects of fatigue.
An FRMS supplements prescriptive limits with a risk-based approach that accounts for these variables.

The Three Layers of FRMS

An effective FRMS operates at three layers, each building on the previous one.

Layer 1: Prescriptive Limits

The foundation is full compliance with applicable duty and rest regulations. For Part 135 operations, this means the duty time and rest requirements in 14 CFR 135.263 through 135.269. These limits are non-negotiable — an FRMS never relaxes prescriptive limits; it adds protection beyond them.

Layer 2: Predictive Fatigue Modeling

Bio-mathematical models estimate fatigue levels based on known factors: time of day (circadian phase), time awake, cumulative sleep debt, workload, and schedule pattern. These models predict fatigue before it manifests, allowing proactive scheduling adjustments. PlaneConnection uses a fatigue scoring model (K-score) that evaluates crew schedules against these factors and produces a numerical fatigue risk score for each duty period.

Layer 3: Reactive Monitoring

Self-reporting, peer observation, and operational data analysis capture fatigue events that the predictive model missed. Crew members report fatigue through safety reporting, and the organization tracks fatigue-related events to validate and improve the predictive model.

The K-Score Fatigue Model

The K-score is a composite fatigue risk score that considers multiple factors for each crew member’s schedule.

Scoring Factors

FactorWeightDescription
Time of dayHighCircadian rhythm impact. Duty during the WOCL (0200—0600 local) increases risk significantly.
Time since sleepHighHours awake since the last sleep period of 4+ hours.
Cumulative dutyMediumTotal duty hours in the previous 7 and 28 days.
Rest qualityMediumDuration and timing of the most recent rest period.
Consecutive duty daysMediumNumber of days worked without a full day off.
Workload factorsLowNumber of legs, sector length, and operational complexity.

Score Ranges

K-ScoreRisk LevelInterpretation
0—20LowWell-rested crew. Normal operations.
21—40ModerateSome fatigue factors present. Monitor during the duty period.
41—60ElevatedMultiple fatigue factors compounding. Consider mitigations.
61—80HighSignificant fatigue risk. Mitigations required before dispatch.
81—100CriticalUnacceptable fatigue risk. Do not dispatch without schedule change.

The Window of Circadian Low (WOCL)

The WOCL is the period between approximately 0200 and 0600 local time when the circadian drive for sleep is strongest. Duty periods that overlap the WOCL carry substantially higher fatigue risk regardless of how much prior rest the crew member had. The K-score model applies a significant multiplier to duty time during this window.

Part 117 and Part 135 Compliance

PlaneConnection tracks compliance with both Part 117 and Part 135 duty and rest requirements:
RequirementPart 117Part 135
Maximum flight duty periodTable B, by rest and start time14 CFR 135.267
Minimum rest period10 hours (8 hours sleep opportunity)14 CFR 135.265
Cumulative flight time (7 day)60 hoursN/A (see 135.267)
Cumulative flight time (28 day)190 hoursN/A
Cumulative duty (168 hours)Limits by table14 CFR 135.263
The FRMS module flags any schedule that approaches or exceeds these limits before the assignment is confirmed, giving dispatchers time to adjust crew pairings.

Mitigations

When the K-score indicates elevated or higher fatigue risk, the following mitigations are available:
MitigationDescription
Schedule adjustmentDelay departure, reassign crew, or add a rest stop.
Augmented crewAdd a relief pilot to allow in-flight rest on longer segments.
Controlled restAuthorize controlled napping during low-workload cruise phases.
Strategic caffeineTime caffeine use for maximum alertness during critical phases.
Duty time reductionReduce the planned duty period below the maximum allowed.
Additional rest dayInsert a day off before a high-demand sequence.
All mitigations are documented in the FRMS record for the affected duty period, creating an audit trail of fatigue risk decisions.
FRMS mitigations are operational risk management tools, not waivers of regulatory requirements. Prescriptive duty and rest limits in 14 CFR Part 117 and 14 CFR 135.263—269 apply regardless of the K-score. An FRMS adds protection beyond these limits but never replaces them.

Connecting FRMS to SMS

Fatigue risk management is a component of the broader Safety Management System. Under 14 CFR Part 5, fatigue-related hazards must be identified, assessed, and controlled through the Safety Risk Management process (Sections 5.51—5.55). The FRMS feeds data into:
  • Safety reports — fatigue observations submitted by crew.
  • SPIs — fatigue-related Safety Performance Indicators (e.g., percentage of duty periods in the WOCL, average K-score by month).
  • Investigations — root cause analysis of fatigue-related events.
  • Hazard register — identified fatigue hazards with risk assessments and controls.

Manage Crew

Crew scheduling and duty time management.

Conduct a FRAT

Flight Risk Assessment Tool that includes fatigue as a risk factor.

FRAT Methodology

How the Flight Risk Assessment Tool scores risk factors.

Understanding Risk Management

The SRM process that governs fatigue risk decisions.
Last modified on April 11, 2026