Project

Aircraft Flight Control Law and Envelope Protection Validation Project

Aerospace engineering project for validating a flight-control law and envelope-protection release with actuator limits, sensor validity, sampling, latency, fault injection, evidence traceability and acceptance decision.

This project builds a validation and release package for an aircraft flight-control law with envelope protection. The goal is to decide whether a candidate software and hardware configuration can be accepted for a defined flight-test envelope, not to tune a controller in isolation.

The project connects flight dynamics, sensors, actuators, embedded timing, protection thresholds, degraded modes, fault injection and evidence traceability. A control law that looks acceptable in continuous-time simulation is not release-ready until the real aircraft constraints are tied to requirements, data, tests and a signed engineering decision.

Project Objective

Prepare a release package for a candidate normal-mode flight-control law. The final deliverable should answer:

  1. Does the control law preserve load-factor, angle-of-attack and dynamic-pressure margins at the analysed flight point?
  2. Do elevator position and rate limits remain outside saturation for the commanded manoeuvre?
  3. Does implementation latency leave enough closed-loop phase margin?
  4. Does air-data and inertial-sensor validity logic reject a bad source before envelope protection can use it incorrectly?
  5. Are degraded modes, interlocks and pilot-facing effects defined?
  6. Which analysis, bench, hardware-in-the-loop and flight-test evidence is required before release?
  7. Should the configuration be accepted, accepted with restrictions, or rejected?

The deliverable should be a concise engineering decision package: requirement trace, calculation sheets, test matrix, pass/fail evidence, open actions and final release statement.

Baseline Scenario

Use the following simplified release scenario.

ItemValue
Aircraft configurationclean, normal law
Flight pointmedium altitude envelope-expansion point
Aircraft weight54\ \text{kN}
Air density1.05\ \text{kg/m}^3
True airspeed78\ \text{m/s}
Wing reference area16.2\ \text{m}^2
Estimated current angle of attack9.5^\circ
Angle-of-attack protection threshold13.0^\circ
Hard angle-of-attack limit14.0^\circ
Normal-acceleration command for test point2.30g
Structural normal-acceleration limit for this release2.50g
Envelope-protection normal-acceleration threshold2.35g
Elevator trim deflection-3.0^\circ
Elevator manoeuvre demand9.0^\circ
Elevator position limit\pm18.0^\circ
Required elevator rate in simulation55^\circ/\text{s}
Qualified elevator rate limit70^\circ/\text{s}
Continuous-time phase margin58^\circ
Crossover frequency2.2\ \text{Hz}
Required implemented phase margin25^\circ minimum
Air-data disagreement threshold7\ \text{m/s} for 0.25\ \text{s}
Control task rate50\ \text{Hz}

The numbers are deliberately simplified. Real release work must use approved aircraft requirements, validated aerodynamic data, configuration-controlled mass properties, qualified actuator data, sensor calibration, software version records, timing traces, hardware-in-the-loop results, safety assessment and approved flight-test procedures.

Step 1: Define the Release Boundary

This project accepts only one release boundary:

Normal-mode control-law build for the stated configuration, flight point and test manoeuvre, with envelope protection enabled and degraded-mode transition logic available.

The package must not claim clearance for other configurations, mass states, center-of-gravity positions, store fits, icing states, damage states, software builds or flight-test points. A narrow release boundary is not bureaucracy. It prevents a calculation that was valid at one point from being stretched into an untested aircraft condition.

The release package should include:

  • software build identifier;
  • actuator hardware and qualification reference;
  • sensor set and calibration status;
  • aerodynamic derivative source;
  • mass and center-of-gravity state;
  • control-law mode and protection thresholds;
  • timing and scheduling evidence;
  • analysed manoeuvre and flight envelope;
  • validation evidence and open restrictions.

Step 2: Check Dynamic Pressure and Load-Factor Margin

Dynamic pressure is:

\displaystyle \bar{q}=\frac{1}{2}\rho V^2

Substitute the baseline flight point:

\displaystyle \bar{q}=\frac{1}{2}(1.05)(78)^2=3194\ \text{Pa}

The commanded load factor is:

n_{cmd}=2.30

The release limit is:

n_{limit}=2.50

Load-factor margin is:

\displaystyle M_n=\frac{n_{limit}-n_{cmd}}{n_{limit}}

Therefore:

\displaystyle M_n=\frac{2.50-2.30}{2.50}=0.080=8.0\%

The envelope-protection threshold is:

n_{prot}=2.35

so protection should intervene before the release limit:

2.35<2.50

Engineering Comment

The load-factor margin is positive but not large. This calculation should trigger checks of accelerometer calibration, filtering, structural-load conservatism, overshoot during protection intervention and pilot-command transients. A threshold below the limit is useful only if the system detects, computes and actuates quickly enough.

Step 3: Check Angle-of-Attack Protection Margin

Current estimated angle of attack is:

\alpha=9.5^\circ

The protection threshold is:

\alpha_{prot}=13.0^\circ

The hard limit is:

\alpha_{limit}=14.0^\circ

Margin from the current state to protection is:

\displaystyle M_{\alpha,prot}=\frac{\alpha_{prot}-\alpha}{\alpha_{limit}}
\displaystyle M_{\alpha,prot}=\frac{13.0-9.5}{14.0}=0.250=25.0\%

Margin between protection and hard limit is:

\displaystyle M_{\alpha,hard}=\frac{14.0-13.0}{14.0}=0.071=7.1\%

Engineering Comment

The aircraft has room before protection begins, but only a small gap between protection and the hard limit. That gap must absorb sensor delay, filtering, estimator error, actuator lag and transient overshoot. If angle-of-attack estimation is not valid in a degraded state, the protection function must either use another validated cue or move to a restricted mode.

Step 4: Check Elevator Position and Rate Limits

Use the combined trim and manoeuvre demand:

|\delta_{total}|=|\delta_{trim}|+|\delta_{manoeuvre}|
|\delta_{total}|=3.0^\circ+9.0^\circ=12.0^\circ

Position margin:

\displaystyle M_\delta=1-\frac{|\delta_{total}|}{\delta_{max}}
\displaystyle M_\delta=1-\frac{12.0}{18.0}=0.333=33.3\%

Rate margin:

\displaystyle M_{\dot{\delta}}=1-\frac{|\dot{\delta}_{required}|}{\dot{\delta}_{max}}
\displaystyle M_{\dot{\delta}}=1-\frac{55}{70}=0.214=21.4\%

Minimum time to move through the manoeuvre demand at the rate limit is:

\displaystyle t_{slew}=\frac{9.0}{70}=0.129\ \text{s}

Engineering Comment

The position margin is comfortable for this single point, but rate margin is tighter. If the software assumes a faster elevator than the qualified actuator can provide, simulation may overpredict damping and protection response. The release package should include actuator bench traces, not only a datasheet limit.

Step 5: Check Implementation Latency and Phase Margin

Estimate worst-case implementation latency from the timing budget.

SourceWorst-case contribution
sensor filtering group delay12\ \text{ms}
data bus transfer and alignment4\ \text{ms}
task scheduling and compute jitter3\ \text{ms}
output hold to actuator command10\ \text{ms}
actuator internal command processing8\ \text{ms}

Total latency:

T_d=12+4+3+10+8=37\ \text{ms}=0.037\ \text{s}

Delay phase lag at crossover frequency is:

\phi_d=-360f_cT_d
\phi_d=-360(2.2)(0.037)=-29.3^\circ

Implemented phase margin:

PM_{impl}=PM_{continuous}+\phi_d
PM_{impl}=58^\circ-29.3^\circ=28.7^\circ

The requirement is:

PM_{impl}\ge25^\circ

Therefore:

28.7^\circ>25^\circ

Engineering Comment

The implemented margin passes by only 3.7^\circ. That is not a broad robustness reserve. The package should include measured timing traces, worst-case task phasing, filter configuration, bus loading and actuator-command timestamping. A later software change that adds only a few milliseconds can consume the remaining margin.

Step 6: Check Air-Data Fault Rejection

Test a fault-injection case where one air-data channel is biased low.

ChannelIndicated airspeed
A61\ \text{m/s}
B78\ \text{m/s}
C80\ \text{m/s}

Use the median of the three channels:

V_{med}=78\ \text{m/s}

Channel A disagreement:

\Delta V_A=|78-61|=17\ \text{m/s}

The threshold is:

\Delta V_{limit}=7\ \text{m/s}

Therefore:

17>7

If the disagreement persists longer than 0.25\ \text{s}, channel A must be rejected for envelope-protection input.

Engineering Comment

This is a release-critical check because a low biased airspeed can make protection logic believe that the aircraft is close to stall when it is not, while a high biased airspeed can hide a real low-speed condition. The validation should verify the actual timing: detection, voting, annunciation, control-law transition and any transient command generated during the transition.

Step 7: Build the Fault-Injection Validation Matrix

The project should include at least this validation matrix.

Test IDFault or conditionRequired responseEvidence
FC-01nominal manoeuvre at analysed flight pointtrack command without load-factor, angle-of-attack or actuator limit violationsimulation and hardware-in-the-loop trace
FC-02elevator position saturation requestcommand limiter prevents further demand and anti-windup remains stableactuator command and integrator trace
FC-03elevator rate saturation requestrate limiter response remains stable and no hidden oscillation appearsactuator bench trace and closed-loop simulation
FC-04air-data channel biased lowinvalid channel rejected before protection uses itinjected sensor stream and validity-state log
FC-05air-data channel biased highoverspeed or low-speed protection does not rely on the bad channelinjected sensor stream and protection-state log
FC-06inertial-rate noise burstfilter rejects noise without unacceptable phase-margin lossfrequency-response and timing trace
FC-07delayed control taskwatchdog or degraded-mode logic responds within requirementscheduler trace and fault log
FC-08protection threshold crossingintervention is smooth, bounded and reversible when safepilot-in-the-loop or HIL trace
FC-09sensor disagreement during manoeuvremode transition does not produce an abrupt surface commandtelemetry replay
FC-10return from degraded modereversion is inhibited until validity and hysteresis criteria are satisfiedstate-machine trace

Engineering Comment

Fault injection must be tied to pass/fail criteria. A test that merely shows an alarm appeared is not enough. The useful evidence is whether the aircraft state, command path, actuator response, mode logic and pilot-facing effects stayed within the release boundary.

Step 8: Define Required Evidence

The release package should contain:

  • requirement trace from each protection and control requirement to analysis or test evidence;
  • aerodynamic and mass-property data references;
  • control-law model version and software build identifier;
  • actuator qualification data and measured rate/position traces;
  • sensor calibration and validity-monitor configuration;
  • timing budget and measured worst-case latency;
  • simulation cases covering nominal and degraded states;
  • hardware-in-the-loop traces for command, sensor, bus and actuator paths;
  • fault-injection logs with timestamps and mode-state changes;
  • residual risk review and open restrictions;
  • final release decision signed by the responsible engineering authority.

Evidence should be configuration-controlled. A screenshot without build identifier, aircraft state and data source is weak evidence even if the plot looks good.

Step 9: Make the Release Decision

For the baseline project, the nominal calculations show:

CheckResultStatus
load-factor margin8.0\%pass, narrow
angle-of-attack margin to protection25.0\%pass
protection-to-hard-limit margin7.1\%pass, narrow
elevator position margin33.3\%pass
elevator rate margin21.4\%pass
implemented phase margin28.7^\circpass, narrow
bad air-data channel rejection17>7\ \text{m/s}pass if timing is verified

Recommended decision:

Accept with restrictions for the defined flight-test point only, provided measured timing traces, actuator bench traces and air-data fault-injection logs match the assumptions above. Do not expand to higher crossover frequency, higher load factor, different configuration or degraded air-data operation until the narrow margins are revalidated.

Engineering Comment

This is not a full aircraft certification result. It is a disciplined release decision for one configuration and one test boundary. The value of the project is the traceability: every accepted margin points to a requirement, a calculation, a test and a restriction.

Common Review Findings

Common findings in this kind of release package include:

  • continuous-time margin quoted without digital delay and zero-order-hold effects;
  • actuator rate limits present in hardware but absent from simulation;
  • protection threshold accepted without transient overshoot review;
  • sensor voting tested only in steady flight, not during manoeuvre;
  • a degraded mode described in software but not validated with injected faults;
  • watchdog timing measured on an unloaded processor only;
  • data plots missing build identifier, aircraft state, units or time alignment;
  • release statement broader than the evidence boundary.

Flight-control validation is aircraft-level engineering. The accepted result is not a controller gain, a clean simulation plot or a single successful test. It is a bounded release package showing that flight dynamics, sensors, actuators, embedded timing, protection logic, failure handling and evidence all agree.

REF

See also