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:
- Does the control law preserve load-factor, angle-of-attack and dynamic-pressure margins at the analysed flight point?
- Do elevator position and rate limits remain outside saturation for the commanded manoeuvre?
- Does implementation latency leave enough closed-loop phase margin?
- Does air-data and inertial-sensor validity logic reject a bad source before envelope protection can use it incorrectly?
- Are degraded modes, interlocks and pilot-facing effects defined?
- Which analysis, bench, hardware-in-the-loop and flight-test evidence is required before release?
- 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.
| Item | Value |
|---|---|
| Aircraft configuration | clean, normal law |
| Flight point | medium altitude envelope-expansion point |
| Aircraft weight | 54\ \text{kN} |
| Air density | 1.05\ \text{kg/m}^3 |
| True airspeed | 78\ \text{m/s} |
| Wing reference area | 16.2\ \text{m}^2 |
| Estimated current angle of attack | 9.5^\circ |
| Angle-of-attack protection threshold | 13.0^\circ |
| Hard angle-of-attack limit | 14.0^\circ |
| Normal-acceleration command for test point | 2.30g |
| Structural normal-acceleration limit for this release | 2.50g |
| Envelope-protection normal-acceleration threshold | 2.35g |
| Elevator trim deflection | -3.0^\circ |
| Elevator manoeuvre demand | 9.0^\circ |
| Elevator position limit | \pm18.0^\circ |
| Required elevator rate in simulation | 55^\circ/\text{s} |
| Qualified elevator rate limit | 70^\circ/\text{s} |
| Continuous-time phase margin | 58^\circ |
| Crossover frequency | 2.2\ \text{Hz} |
| Required implemented phase margin | 25^\circ minimum |
| Air-data disagreement threshold | 7\ \text{m/s} for 0.25\ \text{s} |
| Control task rate | 50\ \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:
Substitute the baseline flight point:
The commanded load factor is:
The release limit is:
Load-factor margin is:
Therefore:
The envelope-protection threshold is:
so protection should intervene before the release limit:
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:
The protection threshold is:
The hard limit is:
Margin from the current state to protection is:
Margin between protection and hard limit is:
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:
Position margin:
Rate margin:
Minimum time to move through the manoeuvre demand at the rate limit is:
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.
| Source | Worst-case contribution |
|---|---|
| sensor filtering group delay | 12\ \text{ms} |
| data bus transfer and alignment | 4\ \text{ms} |
| task scheduling and compute jitter | 3\ \text{ms} |
| output hold to actuator command | 10\ \text{ms} |
| actuator internal command processing | 8\ \text{ms} |
Total latency:
Delay phase lag at crossover frequency is:
Implemented phase margin:
The requirement is:
Therefore:
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.
| Channel | Indicated airspeed |
|---|---|
| A | 61\ \text{m/s} |
| B | 78\ \text{m/s} |
| C | 80\ \text{m/s} |
Use the median of the three channels:
Channel A disagreement:
The threshold is:
Therefore:
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 ID | Fault or condition | Required response | Evidence |
|---|---|---|---|
| FC-01 | nominal manoeuvre at analysed flight point | track command without load-factor, angle-of-attack or actuator limit violation | simulation and hardware-in-the-loop trace |
| FC-02 | elevator position saturation request | command limiter prevents further demand and anti-windup remains stable | actuator command and integrator trace |
| FC-03 | elevator rate saturation request | rate limiter response remains stable and no hidden oscillation appears | actuator bench trace and closed-loop simulation |
| FC-04 | air-data channel biased low | invalid channel rejected before protection uses it | injected sensor stream and validity-state log |
| FC-05 | air-data channel biased high | overspeed or low-speed protection does not rely on the bad channel | injected sensor stream and protection-state log |
| FC-06 | inertial-rate noise burst | filter rejects noise without unacceptable phase-margin loss | frequency-response and timing trace |
| FC-07 | delayed control task | watchdog or degraded-mode logic responds within requirement | scheduler trace and fault log |
| FC-08 | protection threshold crossing | intervention is smooth, bounded and reversible when safe | pilot-in-the-loop or HIL trace |
| FC-09 | sensor disagreement during manoeuvre | mode transition does not produce an abrupt surface command | telemetry replay |
| FC-10 | return from degraded mode | reversion is inhibited until validity and hysteresis criteria are satisfied | state-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:
| Check | Result | Status |
|---|---|---|
| load-factor margin | 8.0\% | pass, narrow |
| angle-of-attack margin to protection | 25.0\% | pass |
| protection-to-hard-limit margin | 7.1\% | pass, narrow |
| elevator position margin | 33.3\% | pass |
| elevator rate margin | 21.4\% | pass |
| implemented phase margin | 28.7^\circ | pass, narrow |
| bad air-data channel rejection | 17>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.