Formation Flight: Induced Drag Savings in a V

Solve coupled lifting lines for birds, drones or aircraft in a V or echelon. Find wingtip overlap, compare each position and estimate fixed-wing electric endurance.

#aircraft #drones #formation flight #induced drag #lifting-line theory #numerical convergence

Caution

Do not use the predicted optimum as a flight separation command. Wake surfing requires validated aircraft-specific control and separation procedures.

Formation flight can produce a real efficiency gain when followers occupy the upwash beside another wing’s wake. Sitting directly behind a leader usually puts a flyer in downwash instead. This formation flight drag reduction calculator helps engineers and students explore where an equal-wing V or echelon benefits from that interaction, and how much of an induced-drag saving survives in a complete power budget.

Enter the common span, wing area, mass and true airspeed, then choose the number of flyers and the formation. The wingtip gap is normalized by span: a negative gap means lateral overlap, while zero puts adjacent tips at the same lateral coordinate. Aft stagger and vertical offset apply to each rank. In a V, positions alternate right and left; both members of a rank have the same aft and vertical position. The geometry drawing and position table identify every wing.

The solver represents each wing with a Fourier lifting line. It calculates the velocity induced by every other wing’s bound circulation and trailing vortex sheet, then solves the coupled system together. Each wing supports the same specified weight. Incidence and an ideal differential spanwise control are adjusted to remove the net rolling moment, so a follower cannot obtain a misleading advantage simply by carrying less lift. The span-loading chart shows how this adjustment changes circulation.

Use the wingtip-overlap sensitivity curve to locate a promising lateral region. Its reported best spacing is the lowest-drag sampled point meeting the section lift and angle limits between gaps of −0.30 and +0.70 span at the entered stagger and height; it is not a global optimum over all three coordinates. Slight overlap often helps in this model. The optimum moves with wing shape, wake-core smoothing and vertical position. Invalid samples are excluded and the recommended point is confirmed at the selected resolution. Blank recommendations mean no sampled point could be confirmed. Automatic refinement checks warn when the selected numerical settings have not converged.

For a fixed-wing electric drone, enter the remaining drag coefficient, useful propulsion efficiency, usable battery energy and avionics load. Rotating positions gives every vehicle the mean power demand; keeping positions fixed makes the highest-power vehicle end the group mission first. Range assumes unchanged airspeed and still air. These battery results do not describe bird metabolism, jet fuel burn or multirotor hover.

NASA formation-flight tests and Airbus fello’fly demonstrations establish that wake energy retrieval can work in flight. Their measured fuel savings concern specific aircraft and operating conditions; they are context, not calibration targets for this idealized model. It does not model flapping, wake roll-up or descent, gusts, control dynamics, collision clearance, rendezvous costs or operational flight separation.

How it is calculated

Prandtl lifting lines with mutual coupling, developed here from Biot–Savart and Kutta–Joukowski rather than fitted to a fuel-saving percentage. Write Γ = W/(ρVb) Σ aₙ sin(nθ), y/b = −cos(θ)/2. Lift trim fixes a₁ = 4/π; zero rolling moment fixes a₂ = 0. Each wing's unknown higher harmonics, incidence and linear differential-control twist follow from 2Γ/(a₀c) − w = V(α + τy/b). Self-induced downwash uses the exact Fourier operator; other wings contribute their finite bound vortex and semi-infinite straight trailing sheet, integrated by midpoint quadrature with a finite core. All wings are solved simultaneously with LU decomposition.

Induced drag is Dᵢ = −ρ∫Γw dy, integrated on the Fourier collocation grid. The isolated wing is solved with the identical planform and resolution. The lateral sweep repeats the coupled solve at each spacing. Equal-load and zero-roll integrals are checked independently on 320 points. Electrical power is V(Dᵢ + qSCᴅ,other)/η + Pₕ, and endurance is usable battery energy divided by power. These equations follow classical lifting-line theory; Lissaman & Shollenberger (1970) and Hummel (1983) motivate the formation application, not numerical calibration.

Every spacing sample is screened against the section lift and trim-angle limits. The recommended sample is recomputed at the selected geometry resolution. Selected-resolution harmonic and wake-quadrature refinement errors are computed on every run.

Assumptions

Identical, rigid, straight, unswept horizontal wings; rectangular or elliptic chord distribution. Steady incompressible attached flow and small induced angles; specified linear section lift slope. All wings support their own weight at the same speed. An ideal linear control twist cancels rolling moment; its actuator drag, authority and power are not modeled. Wakes remain parallel to the freestream without roll-up, descent, decay or meander. Other drag and propulsion efficiency stay unchanged in formation. Batteries have equal usable energy and constant mass; role rotation has no transition cost.

Where it applies

Use aspect ratios 4–30, Mach ≤ 0.3 and section lift coefficients within the entered airfoil limit. Low-Reynolds-number separation and flapping birds need additional data and unsteady analysis. This is a straight-sheet, finite-core lifting-line model; the wake-core radius is a sensitivity input, not a validated wake-age correlation. Tip overlap and vertical proximity are especially core-sensitive. Every run checks the selected resolution against a solve with twice the harmonics and a separate solve with twice the wake quadrature. Harmonic refinement uses at least eight source points per selected harmonic. Warnings appear when the largest wing-drag change, relative to the largest refined wing drag, exceeds 0.5% for harmonics or 0.2% for wake quadrature. At the defaults these changes are below 0.1%. Stronger overlap can require considerably more harmonics.

The sweep solves 51 lateral positions with 32 harmonics by default, then uses shape-preserving cubic interpolation for the chart. Screening every point and checking selected-resolution convergence made 61 samples exceed the approximate 3 s budget; 51 retains the same lifting-line resolution with a 0.02-span lateral grid. The sampled optimum can therefore lie about 0.01 span from a continuous optimum. To keep large formations responsive, the sweep caps harmonics at max(12, floor(96/N)), wake quadrature at max(96, 8 × sweep harmonics), and positions at max(13, floor(459/N²)); requested values remain upper limits. This costs lateral optimum precision and can smooth narrow wake features; read the actual counts in the calculation and refine the selected geometry independently. The main drag and endurance results always use the requested harmonics and wake quadrature. The search excludes samples exceeding the entered section lift limit, the 15° small-angle incidence envelope, or 8° tip-to-tip control twist. Curves have gaps next to excluded samples. The lowest-drag remaining sample is checked again at the full selected resolution; no recommendation is displayed unless this confirmation passes. The best spacing is sampled within the stated lateral window at the entered stagger/height.

Actual control drag and safe clearance may remove part or all of the ideal benefit. The top-view drawing shows bound wings and representative wake edges; vertical offsets are in the position table. Battery endurance is only for fixed-wing electric propulsion at constant speed; no reserve beyond usable energy, wind, climb, mission overhead, battery derating or rendezvous cost is included. NASA and Airbus fuel-saving numbers are external flight evidence, not validation of this model for their aircraft.

References

  • Lissaman, P. B. S. & Shollenberger, C. A. (1970), Formation Flight of Birds, Science 168, 1003–1005. https://doi.org/10.1126/science.168.3934.1003
  • Hummel, D. (1983), Aerodynamic aspects of formation flight in birds, Journal of Theoretical Biology 104, 321–347. https://doi.org/10.1016/0022-5193(83)90110-8
  • Leishman, J. G., Introduction to Aerospace Flight Vehicles, 2026 edition, Lifting Line & Finite Wing Theory. https://eaglepubs.erau.edu/introductiontoaerospaceflightvehicles/chapter/lifting-line-theory/
  • NASA Glenn, Induced Drag Coefficient: elliptic-loading analytical reference. https://www1.grc.nasa.gov/beginners-guide-to-aeronautics/induced-drag-coefficient/
  • NASA Dryden, NASA Sky Surfing for Fuel Economy (2003): up to 18% F/A-18 fuel saving in the 2001 experiment. https://www.nasa.gov/news-release/nasa-dryden-flight-research-center-news-room-news-releases-nasa-sky-surfing-for-fuel-economy/
  • Airbus (9 November 2021), fello’fly transatlantic demonstration: more than 5% long-haul fuel-saving potential. https://www.airbus.com/en/newsroom/press-releases/2021-11-airbus-and-its-partners-demonstrate-how-sharing-the-skies-can-save

Inputs

InputSymbolUnitDefault
Number of wingsN_w3
FormationlayoutV
Wingtip gap / span
Negative means overlap; zero means adjacent tips line up laterally.
tip_gap-0.08
Aft stagger / span
Distance aft per rank; the two wings in a V rank share this distance.
stagger1
Vertical offset / span
Positive puts each following rank above the preceding rank.
height_step0
Wingspanb_spanm2
Wing areaS_wingm^20.5
Mass per flyerm_bodykg3
True airspeedV_airm/s14
Air temperatureT_air°C15
Air pressurep_airPa101325
Wing planformplanformRectangular
Section lift slope / radiana_section6.283185307179586
Section lift coefficient limit
Use the airfoil limit at the applicable Reynolds number.
CL_limit1.4
Wake core radius / span
Finite-core smoothing of the straight wake; test sensitivity near overlap.
core_ratio0.04
Fourier harmonics
Selected-geometry resolution; large-formation spacing sweeps are capped separately.
n_modes32
Wake quadrature pointsn_quad256
Maximum lateral sweep points
For larger formations the sweep automatically uses fewer points and harmonics.
n_sweep51
Other drag coefficient
All drag outside this induced-drag model, referenced to wing area.
CD_par0.035
Propulsion efficiency
Electrical input to useful thrust power, including propeller and motor losses.
eta_drive0.65
Avionics and payload powerP_hotelW8
Usable battery energyE_battWh150
Rotate formation positions
Equal time in every position; otherwise the highest-power wing ends the mission.
share_rolestrue
Wing shown in span loadingwing_pick2

Results

With the default inputs above, the calc gives:

ResultValue
Mean induced-drag saving (%)39.34
Mean total-drag saving (%)8.87
Formation induced drag1.114 N
Best sampled lateral spacing1.84 m
Best sampled wingtip gap / span-0.08
Spacing searchBest valid sampled spacing
Solo battery endurance135.4 min
Formation battery endurance146.9 min
Endurance / still-air range gain (%)8.47
Formation still-air range123.39 km
Electrical enduranceFormation extends endurance

Checked against sources

Each case below was calculated by this calc and agrees with the value from its source (within the tolerance where one is shown).

Elliptic wing: NASA induced-drag limit

Source: NASA Glenn, Induced Drag Coefficient, Cdi = Cl²/(π AR e), e = 1 for elliptic loading. Analytic benchmark at AR = 8, k = 0.03978873577; independent closed-form limit, not a formation-flight measurement. https://www1.grc.nasa.gov/beginners-guide-to-aeronautics/induced-drag-coefficient/

Inputs: Wing planform = Elliptic; Maximum lateral sweep points = 21; the others as above.

ResultSourceThis calc
Isolated induced polar factor0.039790.03979
Isolated span efficiency11

Elliptic wing: finite-wing lift slope

Source: J. G. Leishman, Introduction to Aerospace Flight Vehicles, Lifting Line & Finite Wing Theory: elliptic wing a = a₀/(1+a₀/(π AR)). With a₀ = 2π and AR = 12, α/CL = 0.1856807669 rad. Independent analytical benchmark. https://eaglepubs.erau.edu/introductiontoaerospaceflightvehicles/chapter/lifting-line-theory/

Inputs: Wing planform = Elliptic; Wingspan = 3 m; Wing area = 0.75 m²; Maximum lateral sweep points = 21; the others as above.

ResultSourceThis calc
Isolated incidence / lift coefficient0.18570.1857
Isolated induced polar factor0.026530.02653

Elliptic wing: high-aspect-ratio limit

Source: Prandtl elliptic lifting-line solution as presented by Leishman (ERAU) and NASA Glenn. AR = 20 gives Cdi/CL² = 0.01591549431 and α/CL = 0.1750704374 rad; no empirical rectangular-wing efficiency is imposed. https://www1.grc.nasa.gov/beginners-guide-to-aeronautics/induced-drag-coefficient/

Inputs: Wing planform = Elliptic; Wingspan = 4 m; Wing area = 0.8 m²; Maximum lateral sweep points = 21; the others as above.

ResultSourceThis calc
Isolated incidence / lift coefficient0.17510.1751
Isolated induced polar factor0.015920.01592

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