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NASA CONTRACT REPORT-_0 66247
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SUPE _''_ "'IC TRANSPORT
IND O I.N
TRAJECTORY OPTIMIZATION
EXAMPLE SOLUTIONS
f
Frenk
Matthews, and Joel W.
Stein, Malcolm L.
Lawrence H.
_N67 16774
{'i'i'i R U) (ACCESSION NIJ I_I_ F- R)
FINAL REPORT JANUARY 1961
o j,_/
(P,_.G ES) _TEGORY_ (NASA CR OR TMX OR AD NUI,I_._R)
GPO PRICE $
PREPARED UNDER CONTRACT NO. NASI-5293
:FSTI PRICE(S) $
Hard copy (HC)
Microfiche (MF)
WASH.
AEROSPACE GROUP SEATTLE,
I July 65
PREPARED F OR
NATIONAL AERONAUTICS AND SPACE ADMINISTRATION
SUPERSONIC TRANSPORT TRAJECTORY OPTIMIZATION
EXAMPLE SOLUTIONS
By Lawrence H. Stein, Malcolm L. Matthews,
and Joel W. Frenk
NASA Contractor Report No. 66247
Distribution of this report is provided in the interest of
information exchange. Responsibility for the contents
resides in the author or organization that prepared it.
Prepared under Contract No. NAS1-5293 by
THE BOEING COMPANY
Aerospace Group
Seattle, Wash.
for
NATIONAL AERONAUTICS AND SPACE ADMINISTRATION
FOREWO RD
This report was prepared by the Missile andInformation System Division of
The Boeing Company, Seattle, Washington. It presents the final docmnentation
of the results obtainedfrom hvents_ sample check cases that were solved by the
SupersonicTransport Optimization Program (STOP). The program was developed
by Boeing for the Langley Research Center under contract NASI-5293. The hventy
cases included onemulti-stage boost-to-orbit problem, one variable-sweep
reentry problem, andeighteen SSTproblems. The contract was achninistered
by the National Aeronautics and SpaceAdn_inistration under the direction of
Mr. J. R. Elliott, with Mr. David F. Thomas, Jr. acting as contract monitor.
The SupersonicTransport Optimization Program was obtained from the NASA
Request for Proposal L-5347. Development of the program began in August
1965 and was completed in September 1966. Dr. L. H. Stein was responsible
for program development. The closed loop guidance techniques and the control
formulation were developed by Mr. M. L. Matthews. Mr. Matthews also assisted
in a major part of the program development as well as in the solution of the
twenty check cases. Mr. J. W. Frenk was in charge of programming and was
assisted by Mr. D. A. Watson. Mr. Watson was also responsible for the
plotting eapability for the program. The work was perfomned under the diree-
tion of Mr. E. G. Haugseth of the Boeing Missile and Information System
Division.
This report, together with a companion docmnent, STOP_ A Computer
Program for Supersonic Transport Trajectory Optimization (Reference 1) plus
the FORTRAN source program listings, binary object deck, and ssnllbolic
object deck concludes the work prescribed under contract NAS1-5293.
ii
ABSTRAC T
STOP--A Computer Program for Supersonic Transport Trajectory
Optimization (Reference 1) was used to solve twenty opthnization problems. The
problems included 1 four-stage space booster mission, one optimal flight path
for a variable-sweep reentry vehicle, and eighteen SST missions involving both
fixed-wing and variable-sweep configurations. The SST missions involved
various combination_ of enreute constrah-_t_ _u account for engine limits, struc-
tural and cruise limits, and planar and area s0nic-boom over-pressure restric-
tions.
A discussion of each of the 20 problem solutions is presented in this report.
The problem statement, results, and a brief analysis are provided along with
a computer listing of each optimal trajectory.
°°.
III
CONTENTS
SUMMARY
-)
INTRODUCTION
TWENTY SAMPLE PROBLEMS
Boosters
Scout
Reentry Vehicles
Variable Sweep
Supersonic Transport
Calibration Run
Minimum Time
Maximum Final Weight
Maxinmm Range
C ONC LUSIONS
REC OMME NDAT IONS
REFERENCES
iv
SUPERSONIC TRANSPORT TRAJECTORY OPTIMIZATION
EXAMPLE SOLUTIONS
By Lawrence H. Stein, Malcolm L. Matthews, and Joel W. Frenk
Boeing Aerospace Group
SUMMARY
This volume is a summary of solutions to 20 optimm_ flight-path problems
formulated by NASA and required by contract NAS1-5293 utilizing the super-
sonic transport optimization program (STOP). The problems were selected
to demonstrate the capability of STOP and to provide optimum flight paths
for configurations and missions consistent with current research programs
at Langley Research Center.
Vehicle characteristics used for the 20 check cases were supplied by NASA/
LRC for the purpose of program checkout, and should not be construed as officially
representing any commercial or government SST design.
The 20 problems are divided into the following general categories: 1) A four-stage solid propellant space booster; 2) A variable-sweep reentry vehicle;
3) Eighteen SST missions involving bothifixed-wing and variable-sweep
configurations.
The SST missions incorporated various combinations of enroute constraints
involving engine limits, structural and cruise limits, and planar and area sonic-
boom overpressure restrictions.
The most significant results obtained from the solution to the 20 problems
are
summarized below:
1)
The variable-sweep reentry vehicle showed little or no tendency to sweep
the wings forward from the full aft position. Also, wing sweep appeared to
2) The variable-geometry SST problems all indicated that wing sweep was
a weak control variable for minimum-time-type problem s.
3) All variable-sweep SST cases showed a loop in the altitude-Mach plane
during descent. This can be attributed to the problem statement, which
required that more fuel be consumed than was required for the specified
range.
4) In general, enginebehavior was the same for all SSTcases that incorporated
at least a cruise Maeh number restriction. The schedulewas maximum
augmentationthrough the entire climb and acceleration phase, appro_mately
military thrust during cruise ( _ = 0.8 to 1.2), followed by idle thrust during
descent. One exception was noted in the area of M = 0.8 to 1. In this region,
all of the SST cases showed a thrust level considerably lower than the aug-
mentor limit. No explanation is presently available for this anomaly.
5) For the area boom problems, the aircraft preferred to fly around the cities, making the required heading changes as early in the mission as possible.
The banking maneuvers were gentle, in all cases resulting in bank angies of
about 1 degree or less.
Bccausc of the complexi_" of vehicle aerodynamics, engine characteristics,
and enroute placards, SST missions are quite susceptible to obtaining local opti-
mum flight paths. This problem can be corrected in many eases by starting from
a new nominal path. This was accomplished for many runs, but in some cases
computer time lin_itations prohibited carrying out the iterations to the final opti-
mum. In all cases a sufficient number of iterations were performed to establish
the convergence pattern and demonstrate the trends of the optimal flight path.
IN TRODU C TION
The supersonic transport optimization program (STOP) described in Volume I
of this report is a steepest-ascent digital computer program that will optimize the
flight path of a supersonic transport from a given low-speed, low-altitude condition
at the start of a flight to a given low-speed, low-altitude condition at the end of a
flight. The purpose of this volume is to present the results of a study to demon-
strate the capability of STOP to optimize the flight path of several types of vehicles
and to perform mission studies on fixed-wing and variable-sweep SST aircraft with
operational enroute constraints.
Classes of vehicles and the missions considered in this demonstration are:
I) Four-stage solid-propellant booster (Scout) flying a boost-to-orbit mission
with a maximum payload. A q (xenroute placard was applied
2) A variable-sweep-wing reentry vehicle returning from space to perform a
maximum lateral range maneuver.
3)
A fixed-wing SST performing missions of minimum time, maximum payload,
and maximum range. Enroute placards on sonic boom overpressure, struc-
tural and cruise Mach number, and engine limits are applied.
4)
A variable-sweep SST performing minimum-time missions. Enroutc placards
are imposed on sonic boom overpressure, structural Mach number limit, and
engine limits.
The aerodynamic and propulsion characteristics for the Scout are presented
in the discussion, but because the trends of all other aerodynamic and engine data
may represent the current state of the art, they are restricted and are not pre-
sented herein.
Persons with a "need to know" may contact David F. Thomas, Jr., of the
NASA/Langley Research Center--Space Mechanics Division for further informa-
tion.
Types of enroute placards applied in the 20 problems are:
I) Maximum and minimum throttle settings as functions of altitude and Mach
numb er; 2) Structural and cruise Mach number limits as functions of altitude; 3) Planar sonic boom overpressure limits as functions of longitude.
4) Area sonic boom overpressure limits as a function of latitude and longitude.
There are many additional placards available for use in STOP but these were
not required for the 20 problems specified.
There are several special-purpose options discussed in Reference i, all of
which were used in solving the specified problems: (I) gamma tilt, (2) circular
satellite, (3) maximum payload, (4) free initial condition, and (5) nominal-
trajectory generation. The first four options were used on Scout. The nominal-
trajectory generation option was used for the calibration flight with the fixed-wing
SST. The maximum-payload option with the free initial weight was used for one
of the SST problem s.
A discussion of each of the 20 problem solutions is presented in this volume.
The problem statement, results, and a brief analysis are provided. A computer
listing for each optimal trajectory is included.
TWENTY SAMPLE PROBLEMS
Boosters
Scout.--Case i: Scout is a four-stage solid-propellant VTO booster with
fixed times specified between each stage. This problem has a twofold purpose:
first, to demonstrate the versatility of STOP; and second, to provide a calibra-
tion case that can be verified by other optimization programs.
Problem statement and results: The specified mission placed a maximum
payload (_ = Wmax) into a 300-nautical-mile circular orbit. An enroute placard
was imposed on Q_ , namely
-1200 <Q_ _ 1200 psf-degrees
(i)
Table 1 presents a summary of the problem statement and results, and
figures 1 through 3 show the optimal trajectory.
Table i: Case l--Problem Statement and Results
Parameter Desired Value Optimum Value
= weight maximum 374.51 lb
t2 = velocity circular satellite 23,587 fps
• 1 = altitude 1,822,S31 ft 1,822,902 ft
_2 = flight path angle 0 degrees 0 degrees
Enroute Placard Figure Number
_3- Q cr PF 0 degrees 2
Engine characteristics, aerodynamic data, and weight statement are shown
in tables 2, 3, and 4.
Table 2: Scout En_ne Data
Time Tvac
Stage Ae Isp
1 813.6 251. 391
0 94,600
34 108,500
44 116,000
52 32,377
66 0
2 273.307 1166.4
0 48,24O
24 67,100
27 69,200
36 68,344 I
39 0
Table 2 (Continued)
Time Tvac
stage
Isp
0 21, i00 0 277.209
15 24,600
27 22,580
30 20,532 1
33 0
0 6550 278.337
3 4700
6 5600
12 6174
24 6174
Table 3:
= 5.25 ft 2)
Scout Aerodynamic Data (SRe f
C D
CL{_
M o
_CD/a CL 2
0 0.482 0 06943
O. 24435
0.5 0.533 0 06586 O. 26499
0.75 0. 657 0 06242
O. 27960
i. 0 1. 267 0 05139 O. 33961
1.1 1. 463 0 05312 0.32859
1.5 1.227 0 07159
O. 24381
2.0 1. 032 0 08992 O. 19410
2.5 O. 890 0 10327 O. 16900
3.5 O. 737 0 11898
O. 14669
5.0 O. 640 0 12995 O. 13430
2.0 1. 366 0
Coast
2.5 1. 137
3.0 0.981
3.5 0. 870
4.0 0. 794
4.5 0.741
Vacuum
Vac,Jum
Vac uu m
Table 4: ScoutWeight Statement
Time Weight
0 Liftoff stage 1 39,606.6
66 End-burn stage 1 18,144.6
66 Jettison stage 1 case 14,889.6
88 End coast 14,889.6
88 Start burn stage 2 14,889.6
127 End burn stage 2 6437.6
127 Jettison stage 2 case 4241.6
133 End coast 4241.6
133 Start burn stage 3 4241.6
166 End burn stage 3 1639.6
166 Jettison stage 3 case 883.6
598 Start burn stage 4 883.6
622 End burn stage 4 374.5
Earth model: A spherical rotating earth and the complete 1962 ARDC
Standard Atmosphere were used.
Initial conditions of the state variables are: Initial conditions:
weight, Wo = free initial condition
tilt angle, 7 T = free initial condition
flight path angle, v R = 90 degrees
altitude, h = 0 ft
velocity, V R = 0 fps
latitude, B - 37. 849°N
longitude, )t = 75.473%V
heading, _I, R = 0 degree (East)
Control variables: Pitch angle was used as the control variable.
Tilt maneuver: A tilt maneuver was specified for Scout as shown in
table 5. The value 71. 106 was determined by STOP.
Table 5: Tilt Schedule
Time ___7
0 9O
5 90
6 7 i. 106
Free initial conditions: Free initial conditions were allowed on the tilt
angle (TT) and the launch weight (Wo). Nominal and optimal values for the
free initial conditions are shown in table 6.
Free Initial Conditions
Table 6:
Optimum Value
Variable Nominal Value
71.106 degrees
YT 80 degrees
39,606.6 lb
Wo 39,512 Ib
Maximum payload option: The maximum payload option was exercised for
this problem so that the maximum allowable last-stage propellant of 509 pounds
would not be exceeded.
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Reentry Vehicles
Variable sweep, p Case 2: Flight path optimization for a variable-sweep
reentry vehicle further illustrates STOP's capability to obtain optimal solutions
for many kinds of vehicles. The vehicle optimized is unpowered and with fixed
weight.
lateral range for a variable-sweep reentry vehicle. Table 7 presents the desired
and optimum terminal values of the performance, constraint, and stopping para-
meters.
Table 7: Variable-Sweep Reentry Vehicle Results
Parameter Desired Value
Optimum Value
a_ = latitude maximum 34.1 degrees
= velocity 425 fps 425 fps
kI'l=altitude 15,000 ft 14,721 ft
_P = flightpath angle 0 degrees -0.272 degree
•4 = longitude 30 degrees 29.94 degrees
Significant results are presented in figures 4 through 8. The optimal trajec-
tory listing is given. The reentry flight path shows the typical "skip" character-
istics common to this class of vehicles. It is interesting to note that, during the
reentry path, the longitude (figure 5) reaches a maximum of 34 degrees before
returning to the terminal value. This is due to the energy management required
to meet all terminal conditions.
Earth model: A spherical rotating earth and the complete 1962 ARDC Stan-
dard Atmosphere were used.
Initial conditions: Initial conditions of the state variables are:
altitude, h = 300,000 ft
flight path angle, _R = 0 degrees
velocity, V R = 22,983.4 fps
latitude, _ = 0 degrees
heading angle, _R = 0 degrees (East)
longitude, k = 0 degrees
Also, the weight was constant at 12,100 pounds and SRE F = 252 sq ft.
Control variables: Pitch angle and bank angle were the control variables.
Sweepback angle, although originally designated as a control variable, was found
to be ineffective because of the nature of the aerodynamic data. An indication that
sweepback (A) was not a significant control variable came from the automatic
weighting matrix, which showed the effect of sweepback to be two or three orders
of magnitude less than either pitch or bank angle. The aerodynamic data was such
that the steepest-ascent procedure could not see any advantage to sweeping the
wings forward. Maximum range occurs near (L/D)max, and since this occurs at
A = 90 degrees hypersonically, the wings are maintained fully swept. At lower
Mach numbers, the lower sweep angles provide a higher L/Dmax; but, by the time
these numbers are attained, there is no opportunity to gain significant perform-
ante prior to reaching the stopping condition. In fact, it is suspected that the in-
creased profile drag associated with the lower wing sweeps is undesirable.
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_I 1.4
Supersonic Transport
The SST check cases are designed to show the effects of realistic enroute
placards on the optimal flight path design for typical supersonic transport air-
craft. Both fixed-wing and variable-sweep aircraft are considered. Table 8
shows the initial conditions, enroute placards, control variables, terminal con-
straints, and the performance parameter for the 18 SST check cases.
The maximum and minimum throttling placard are given in figures 9 and 10.
The planar sonic-boom placard is used in problems involving only inplane flight
paths. Table 9 shows the maximum allowable overpressure on the ground in the
plane of the flight path.
Table 9: Planar Sonic-Boom Limit
Range, n. mi. Overpressure, psf
0 2
300 2
330 1.5
270O 1.5
2730 1.6
3O0O 1.6
The area sonic boom placards are used to represent overpressure restric-
tions near cities. Figure 11 shows the overpressure limit schedule [or the area
boom problems. This figure is a cross-section through thc center of the city.
The cities were defined to be circular in the present study. Case 13 is a single
area boom problem with the center of the city positioned at a range of 1500 nau-
tical miles and on the equator. Cases 14, 15, 16, and 17 are double area boom
problems for which city centers are located at 1000 and 2000 nautical miles down
range. The center of the first city is 60 nautical miles north of the equator and
the second is 60 nautical miles south of the equator. Nominal flight paths are
along the equator for the area boom problems.
Mach number placards of two types are applied: m
o
o o
o
o
o
o o
o
o
Z
1) The structural limit is given in table 10.
Table i0: Structural Placard
Maximum Mach Number
Altitude, ft
0 1.0
30,000 1.44
59,750 2.9O
90,000 2.90
and
2) A cruise Mach number limit of 2.7.
In some cases, the structural placard limiting the Mach number to 2.9 was
inadvertently initiated at 57,000-foot altitude instead of the prescribed 59,750 feet.
This error was not discovered until some of the flight paths had been optimized.
This discrepancy was not considered significant.
During most of the climb and acceleration phase for all SST cases, the throttle
was on the maximum-augmentation placard. In all cases run, however, the throttle
history experienced a dip during the ascent phase in the Mach number range of 0.8
to i. 0 for which no conclusions have been made. (The optimal throttle schedule
for all runs tended to be on the idle placard during the majority of the descent.)
A brief discussion of each of the check cases follows. The results appear as
plots of important parameters and, in each case, the optimal trajectory listing is
included. Computer time required for optimizing the SST cases was large and,
in some cases, the iterative procedure was stopped short of a true optimum. This
was considered justified because intent of the check cases was to demonstrate con-
vergence of the program and to establish trends for study purposes. Convergence
to the terminal constraints is demonstrated within the limits given in table II.
Table ii: Terminal Constraint Tolerances
Variable Tolerance
Weight i an lh
Altitude 500 ft
Velocity 50 fps
Latitude 0.01 deg
Tolerances on the penalty functions were established by examining the time
histories on the constrained variables to determine the degree of violation. Each
case was considered separately to establish the tolerance to be allowed.
Calibration run. --Case 3: The intent of this run was to fly a prescribed flight
path (fig_tre 12) to serve as a basis for verification of data handling and computing
techniques used in STOP. This case makes use of the nominal trajectory genera-
tion option. Five phases are used to generate the flight path.
The phases are as follows:
Phase 1- Fly a prescribed h-M during ascent (mode 6) to an altitude of 55,578 feet
Phase 2 --Fly _I = 0 using pitch control (mode 10) to an altitude of 65,000 feet
Phase 3--Fly IVl= 0 using throttling control (mode 12) to the end of cruise: i.e.,
until the weight equals 263,743 pounds
Phase 4-- Fly _'R :: - 0.1 deg,/sec (mode 4) decreasing to a _R of - 2 degrees
Phase 5- Fly a descent-prescribed h-M (mode 6) to a final altitude of 1500 feet
A comparison of the reference and STOP-generated trajectories may be seen
from plots of altitude versus Mach number and liftcoefficient versus time (figures
12 and 15). Figures 13 and 14 are plots of altitude and sonic boom versus range.
Figure 16 is a plot of throttling versus time. The listing of the basic trajectory
is included. The spikes observable in figure 15 are due to the technique used by
the closed-loop g_tidance option and have a negligible effect on performance.
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Minimum time. -- The minimum-time problem fornmlation is related to the
economic operation of the SST because the direct operating cost (DOC) is dependent
on the block time. The flight path optimization usually performed on SST aircraft
is the maximum-range problem. Some of the flight-path trends shown in this set
of check cases may not, in general, be familiar to those more experienced in maxi-
mum-range problems. The greater difference occurs during descent because
minimum-time descents are made at a much higher average Mach number. Descents
are similar to those usually occurring under emergency conditions. These differ-
ences may be seen by comparing the resuit_ from cases 4 (mi,_in_ui-n .......... "_ '_"
LIIII_ c:tllk.l K_V (maximum range).
Fixed-wing SST--planar sonic boom: The planar sonic boom is defined for
those problems that are restricted to one plane of motion (no banking or lateral
excursions). This type of case presents the single most difficult problem encoun-
tered in the check cases, which is a result of the nonlinear nature of planar sonic
boom: sonic-boom violation appears as a "spike" during trajectory climb and
descent phases.
The far-field sonic-boom overpressure data were modified slightly from the
table suggested by NASA/LRC. The overpressure was defined to be zero at M = 1
with a linear buildup to the full value at M = 1.2. This modification allowed the
adjoints to observe the behavior of overpressure over a wider range in the area of
the spikes and resulted in a more linear behavior of the placard while maintaining
the correct simulation in the violation areas.
The baseline case for this set of runs is case 4 because it has the most realis-
tic set of placards. The placards imposed are maximum and minimum throttling
limits, planar sonic boom, and structural and cruise Mach number limits. Mini-
mum time for the optimal flight path is 8034 seconds. The performance penalty
due to the sonic-boom placard is given by the comparison with case 5 (same as 4
with sonic-boom placard removed), which has a minimum time of 7745 seconds, a penalty of 289 seconds.
The penalty due to the structural Mach number placard is only 13 seconds, as shown by comparing case 6 (same as case 4 with structural placard removed),
with a minimum time of 8021 seconds, with case 4. This difference is small since
the case 4 optimal flight was not significantly restricted by the structural placards.
Cases 4 and 6 showed somewhat different descent profiles but nearly identical per-
formance. The differences between cases 4 and 6 flight may represent a band for
which the performance is insensitive to the path. The effect of the cruise Mach
number placard may be determined by comparing cases 4 and 7. The only differ-
ence is that the cruise Mach number is limited to 2.9 for case 7 and 2.7 for ease
4. The performance penalty for the Mach 2.7 is 738 seconds. The total time for
case 7 is 7296 seconds. With no enroute constraints applied, except the engine
throttling limits, case 8 has a minimum time performance of 6426 seconds. The
maximum Mach number for this run was 3.94, which exceeds input aerodynamic
and engine characteristics. Validity of the data obtained by extrapolation beyond
Mach number 3 is questionable.
In all cases, when a sonic-boom placard was imposed, the overpressure limit
was violated slightly during both the climb and descent. The violations are small
and are not considered significant.
Case 4 problem statement and results: Table 12 depicts desired and optimum
values of the performance, stopping parameter, and constraints. Results of the
optimum trajectory are given in figures 17 through 20.
Table 12: Case 4-- Problem Statement and Results
Desired Value
Parameter Optimum Value
8034 sec.
minimum
= time
50 degrees
f_ = longitude 50 degrees
262,039 lb
262,120 lb
_2 1 = weight
1139 ft
15OO ft
_2 = altitude
376.9 fps
366.7 fps
_3 = velocity
Enroute Placards Figure Number
_4 = THROTTLE PF
_25 = BOOM PF
_6 = MACH PF
(structural and
cruise)
Pitch angle and throttling were used as control variables.
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Case 5 problem statement and results: Table 13 depicts desired and opti-
mum values for the performance, stopping parameter, and constraints. Results
of the optimum trajectory are given in figures 21 through 24.
Table 13 : Case 5-- Problem Statement and Results
Parameter Desired Value
Optimum Value
_0 = time minimum 7745 sec.
fl = longitude 50 degrees 50 degrees
41 = weight 262,120 lb 262,152 lb
42 = altitude 1500 ft 1025 ft
43 = velocity 366.7 fps 327.5 fps
Enroute Placards Figure Number
44 = THROTTLE PF 0 23
45 = MACH PF 0 21
(structural and
cruise)
Pitch angle and throttling were used as control variables.
Note that the flight path was on the structural Mach number placard during
descent (figure 21). Sonic-boom violation is greater during descent than boost.
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Case 6 problem statement and results: The problem statement and results
are presented in table 14. Included are desired and optimum values for per-
formance, stopping parameter, and constraints. Results of the optinmm tra-
jectory are given in figures 25 through 28.
Table 14: Case 6-- Problem Statement and Results
Desired Value
Parameter Optimum Value
= time minimum 8021 sec.
12 = longitude 50 degrees 50 degrees
41 = weight 262,120 lb 262,109 lb
42 = altitude 1500 ft 1199 ft
43 = velocity 366.7 fps 356.0 fps
Enroute Placards Figure Number
44 = THROTTLE PF 0
45 = BOOM PF 0
46 = MACH PF 0
(cruise)
Pitch angle and throttling were the control variables.
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are presented in table 15. Included are desired and optimum values for perform-
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are given in figures 29 through 32.
Table 15: Case 7-- Problem Statement and Results
Parameter Desired Value
Optimum Value
(D = time minimum 7296 see.
i'l = longitude 50 degrees 50 degrees
262,138 ib
41 = weight 262,120 lb
1411 ft
42 = altitude 1500 ft
364.8 fps
43 = velocity 366.7 fps
Enroute Placards
Figure Number
44 = THROTTLE PF 0
3O
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(structural)
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Case 8 problem statement and results: Table 16 depicts desired and opti-
Results of
nmm values of performance, stopping parameter, and constraints.
the optimum trajectory are given in figures 33 through 36.
Table 16: Case 8--Problem Statement and Results
Parameter Desired Value ()ptimum Value
co = time mininmm 6426 see.
f_ = longitude 50 degrees 50 (legrees
_1 = weight 262,120 lb 2_;2,114 lb
tI,2 = altitude 1500 ft 1545 ft
_3 = velocity 366.7 fps 366.3 fps
Enroute Placard Figure Number
_4 = THROTTLE PF 0 36
Pitch angle and throttling parameters were used as control variables.
Note that removal of Maeh number and some-boom placards permitted the
aircraft to fly out of the region of the input data. The performance gained for
this ease, due to data extrapolation, may not be meaningful.
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Variable-sweep SST--planar sonic-boom cases: The planar sonic-boom
problems in this set are formulated similar to those for the fixed-wing SST.
The variable-sweep aircraft did not experience the same difficulty in meeting
the overpressure limits as did the fixed-wing SST. The descent phase for all
the variable-sweep cases exhibited the peculiar characteristic of a dive-climb,
statement formulation, which calls for a flight path of minimum time with ter-
minal constraints on weight, velocity, altitude, and range. The problem appears
to be overconstrained, since the variable-sweep aircraft arrive at the end of
cruise with too much fuel to be used during a normal descent. The dive-climb
maneuver is therefore the manner in which the program optimally meets all
c o nst raints.
A comparison of performance of this set of cases does not show the consist-
eacy of the fixed-wing data for similar problem statements. The problem appears
to be that the variable-sweep aircraft flight paths are more susceptible to local
optimums.
The baseline run for variable-sweep aircraft with the planar boom is case 9,
which has a structural Mach number placard and the engine placards, in addition
to the sonic-boom limit. The minimum time for the flight path was 8700 seconds.
The performance penalty associated with sonic boom is 395 seconds as shown by
comparison with case 10, which had a minimum time of 8305 seconds. The
structural Mach number placard (case 11 with minimum time of 8018) penalized
the performance by 682 seconds. The penalty due to the sonic-boom placard
is a result of forcing a higher altitude during the supersonic parts of the climb
and descent phases. The penalty due to the structural Mach number limit is
essentially a result of restricting the cruise Mach number. Case 12, uncon-
strained with the exception of the maximum and minimum throttle placards, has
a minimum-time performance of 8076 seconds. There is an inconsistency be-
tween the results for cases 11 and 12, since the more constrained problem (case
11) has about a minute better performance than the unconstrained case 12. This
discrepancy has not been resolved but it is probably due to either a local optimal
path for case 12 or some undetected data input error in case 11.
Case 9 problem statement and results: Table 17 lists the problem statement
and results for c'ase 9. Included in this table are desired and optimum values for
performance, the stopping parameter, and all constraints• Results of the opti-
mum trajectory are given in figures 37 through 41.
Table 17: Case 9-- Problem Statementand Results
Parameter Desired Value
Optimum Value
co = time mininmm 8700 see.
f_ = longitude 50 degrees 50 degrees
_1 = weight 262,120 lb 262,187 lb
_2 = altitude 1500 ft 1771 ft
_3 = velocity 366.7 fps 353.9 fps
Enroute Placards Figure Number
_4 = THROTTLE PF 0 40
_5 = BOOM PF 0 38
_6 = MACH PF 0 37
(structural)
Pitch angle, throttling, and wing sweep were used as control variables.
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ment, desired and optimum values of performance, the stopping parameter, and
all constraints for case 1O. Results of the optinmm trajectory are given in fig-
ures 42 through 45.
Table 18:
Case 10-- Problem Statement and Results
Parameter
Desired Value
Optinmm Value
cO = time minimize 8305 sec.
_Q = longitude 50 degrees 50 degrees
_1 = weight 262,120 lb 261,975 lb
_I, 2 = altitude 1500 ft 1516 ft
_3 = velocity 366.7 fps 413.4 fps
Enroute Placards Fig_are Number
_4 = THROTTLE PF 0 44
_5 = MACH PF 0 42
Pitch angle, throttling, and wing sweep were used as control variables.
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Case 11 problem statement and results: Table 19 lists the problem statement
and results, desired and optimum values for performance, the stopping parameter,
and all constraints. Results of the optimum trajectory are given in figures 46
through 50.
Parameter
Desired Value
Optimum Value
= time minimize 8018 sec.
_t = longitude 50 degrees 50 degrees
k_ 1 = weight 262,120 lb 262,354 lb
k_ 1 = altitude 1500 ft 1450 ft
k_ 2 = velocity 366.7 fps 298.6 fps
Enroute Placards Figure Number
k_3 = THROTTLE PF 0 49
k_ 4 = BOOM PF 0 47
Pitch angle, throttling, and wing sweep were used as control variables.
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Case 12 problem statement and results: Table 20 lists the problem statement
and results, including desired and optimum values for performance, the stopping
parameter, and all constraints. Results of the optimum trajectory are shown
in figures 51 through 55.
Table 20: Case 12 -- Problem Statement and Results
Desired Value
Parameter Optimum Value
a_ = time minimize 8076 sec.
= longitude 50 degrees 50 degrees
_1 = weight 262,120 lb 262,256 lb
_2 = altitude 1500 ft 1333 ft
k_ 3 = velocity 366.7 fps 331.9 [ps
Enroute Placard Figure Number
_4 = THROTTLE PF 0 54
Pitch angle, throttling, and wing sweep were used as control variables.
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Fixed-wing SST --area sonic boom: Area sonic-boom formulation allows
optimization of SST missions involving overpressure restrictions near populated
areas. In general, there are three ways to reduce the overpressure over a city:
(1) Increase aircraft altitude, (2)Decrease Mach number, ol- (3) Fly around the
city. It is not at all clear, for a given problem, what combination of these pro-
cedures is the best. This is a complex problem involving careful trades between
flight time, fuel consumption, range efficiency, etc., and approximate methods
based on intuition and experience may lead to poor performance.
Figure 11 shows the overpressure limit used for each city. Case 13
has one city at the midrange point and centered on the equator. Case 14 has two
cities, one located 1000 n. mi. from the initial point with its center 60 n. mi.
north of the equator, and the other city is 2000 n. mi. downrange and 60 n. mi.
south of the equator. The nominal flight path in both cases is along the equator.
The optimum flight path for case 13 is one that banks at the start of climb
and flies to a maximum latitutde of -1.4 degrees at the longitude of the city center
(figure 57). The path then gradually returns to a latitude of zero degrees at the
stopping condition. The minimum time for the flight path was 7280 seconds. The
initial flight path direction selected in the program is a result of the method used
in calculating the partial derivatives. There is no signi[icance to the initial
southward heading because there is an identical performance flight path with an
initial northward heading. For case 14 the optimum path is an S-shaped curve
going between the cities (figure 63). The optimum time of the flight path is 7334
seconds.
In all of the area boom cases, the overpressure restriction was met by flying
around the city. There was absolutely no tendency to raise cruise altitude or
lower cruise Mach number in the neighborhood of the cities. Out-of-plane maneu-
vers were gentle for all area boom problems, resulting in a bank angle of about
1 degree or less. These eases represent the first attempts to solve the area boom
problem by steepest ascent and, for this reason, the problem statements were
kept relatively simple. More complex problems may demonstrate different trends.
Case 13 problem statement and results: The problem statement and results
are presented in table 21. Included are desired and optimum values of the per-
formance constraint and stopping parameters. Results of the optimum trajectory
are shown in figures 56 through 61.
Table 21 :
Case 13-- Problem Statement and Results
Parameter
Desired Value
Optimum Value
= time minimum 7280 sec.
= longitude 50 degrees 50 degrees
9 1 = weight 262,120 Ib 262,148 ib
9 2 = altitude 1500 ft 954 ft
93 = velocity 366.7 fps 343.1 fps
94 = latitude 0 degrees -0. 011 degrees
Enroute Placards Figure Number
9 5 = THROTTLE PF 0 60
9 6 = BOOM PF 0 58
97 = MACH PF 0 56
(structural)
Pitch angle, throttle setting, and bank angle are used as control variables.
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Case 14 problem statement and results: The problem statement and results
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are given in figures 62 through 67.
Table 22: Case 14 n Problem Statement and Results
Desired Value
Parameter Optimum Value
¢D = time minimum 7334 sec.
= longitude 50 degrees 50 degrees
k_ 1 = weight 262,120 lb 262,121 lb
_2 = altitude 1500 ft 1306 ft
93 = velocity 366.7 fps 364.7 fps
_4 = latitude 0 degrees 0. 001 degree
Enroute Placards Figure Number
_5 = THROTTLE PF 0 66
_6 = BOOM PF 0 64
_7 = MACH PF 0 62
(structural)
Pitch angle, throttle setting, and bank angle were used as control variables.
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Variable-sweep SST -- area sonic boom: Discussion of the area boom problem
given for the fixed-wing SST applied for the variable sweep problem. Wing-sweep
angle provides an additional parameter for reducing sonic-boom overpressure
through changing the aerodynamic forces. Case 15 is the only double area-boom
problem optimized in this set.
The problem statement is similar to that of case 14 for the fixed-wing SST.
The bank schedule is not symmetrical like that for case 14 (compare figures 67
and 73); the difference is probably due to the dive-climb descent phase, which is
typical for this class of runs. Figure 69 shows the latitude versus longitude along
the flight path. The two cities are shown by circles representing sonic-boom
overpressure limits. The optimal flight path, again, showed no tendency to in-
crease cruise altitude or decrease cruise Mach number. The wings also showed
no tendency to vary the sweep angle during cruise to alter the boom overpressure.
Case 15 problem statement and results: The problem statement and results
are presented in table 23. Included are desired and optimum values of perform-
ance, constraint, and stopping parameters. Results of the optimum trajectory
are shown in figures 68 through 74.
Table 23: Case 15-- Problem Statement and Results
Parameter
Desired Value
Optimum Value
= time minimum 8168 sec.
= longitude 50 degrees 50 degrees
_1 = weight 262,120 Ib 262,276 Ib
kI' 2 = altitude 1500 ft 1661 ft
_3 = velocity 366.7 fps 347.2 fps
_'4 = latitude 0 degrees 0. 005 degree
Enroute Placards
Figure Number
_I'5 = THROTTLE PF 0 72
_6 = BOOM PF 0 70
_7 = MACH PF 0 68
(structural)
Pitch angle, throttling setting, bank angle, and wing-sweep angle were
used as control variables.
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RPA limits: Resultant physiological acceleration (RPA) is a measure of
acceleration forces applied to passengers. At present, there are no definite
limits prescribed for SST operation. An examination of cases 14 and 15 show
that, for a fixed-wing SST, the RPA experienced was between 29.5 and 34.2
ft/sec2; the variable-sweep SST had values between 30.5 and 38.8 ft/sec 2. A
normal unaccelerated level flight has an RPA of approximately 32.2 ft/sec 2. A
conservative limit of ±0.25 g's was assumed, which would limit the RPA to be
between about 24 and 40 ft/sec 2. Since the cases previously mentioned were
within the, s_ bound,_ _ rnn of _,_,_p.,_ 1 _ n nd !7 would only duplicate ti_eresults
of 14 and 15, respectively. Therefore, these cases were not optimized. Partial
checks on the two cases are given to demonstrate that the coding in STOP for
RPA, angle of attack, bank angle, and wing-sweep placards are correct. For
completeness, the problem statement for cases 16 and 17 are given but no re-
sults of optimization are included. To provide a check on the partials, artifici-
ally severe placard tables were input for these two runs so that the limit values
would be exceeded.
Case 16 problem statement and results: Table 24 lists the problem state-
ment, including desired values for performance, stopping parameter, and all
constraints.
Table 24: Case 16-- Problem Statement
Desired Value
Paramete r
= time minimum
= longitude 50 degrees
_1 = weight 262,120 Ib
_2 = altitude 1500 ft
_3 = velocity 366.7 fps
_4 = latitude 0 degrees
Enroute Placards
_5 = THROTTLE PF 0
_I/6 = RPA PF 0
7 = BOOM PF 0
_I' 8 = MACH PF 0
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Case 17 problem statement and results: Table 25 lists the problem state-
ment, including the desired values for performance, stopping parameter, and
all constraints.
Table 25: Case 17-- Problem Statement
Paramete r
Desired Value
(D = time minimum
l_ = longitude 50 degrees
1 = weight 262,120 lb
_" 2 = altitude 1500 ft
3 = velocity 366.7 fps
_'4 = latitude 0 degrees
Enroute Placards
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k_6 = BOOM PF 0
q'7 = MACH PF (structural) 0
_8 = RPA PF 0
_I/9 = ALPHA PF 0
_i0= BANK PF 0
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Maximum final weight. -- The maximum final weight problem can be solved
in two ways. Case 18 uses the maximum payload option where the weight is speci-
fied as a free initial condition and the maximum fuel available is fixed. Case 19
has a fixed initial weight; maximizing the final weight results in a minimum-fuel
flight path.
The maximum final weight for case 18 was 310,273 pounds. The optimum
initial weight was 448,405 pounds. Case 19 delivered 265,618 pounds at the
terminal condition for a 400,000-pound initial weight.
Case 18 exceeded the allowable sonic-boom overpressure during both the
ascent and descent phases (figure 76). This run had some difficulty in bringing
the boom penalty function to an acceptable value. The run was reducing the over-
pressure but was not converging rapidly. The case was stopped when computer
run time became excessive. A more favorable nominal to start the iteration
would probably produce better results.
Case 18 problem statement and results: The problem statement and results
are presented in table 26. Included are the desired and optimum values of the
performance, constraints, and stopping parameter. Results of the optimum tra-
jectory are shown in figures 75 through 78.
Table 26: Case 18-- Problem Statement and Results
Parameter
Desired Value
Optimum Value
_0 = weight maximum* 310,273 lb
= time 7296 sec. 7296 sec.
_1 = altitude 1500 ft 1435 ft
_2 = velocity 366.7 fps 361.9 fps
_3 = longitude 50 degrees 49.99 degrees
*Weight is a free initial condition; maximum allowable propellant
is limited to 138,000 pounds.
Enroute Placards
Figure Number
_4 = THROTTLE PF 0 78
_5 = BOOM PF 0 76
_6 = MACH PF 0 75
Pitch angle and throttle setting were used as control variables.
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Case 19 problem statement and results: Table 27 presents the desired and
optimum solution for performance, constraint, and stopping parameters. Results
of the optimum trajectory are shown in figures 79 through 82.
Table 27: Case 19-- Problem Statement and Results
P a ramet e r
Desired Value
Optimum Value
- weight maximum Z6b, 618 Lb
_6 = time 7296 sec. 7296 sec.
_1 = longitude 50 degrees 49.99 degrees
_2 = altitude 1500 ft 1442 ft
k_ 3 = velocity 366.7 fps 364.6 fps
Enroute Placards
Figure Number
_4 = THROTTLE PF 0 82
k_ 5 = BOOM PF 0 80
_5 = MACH PF 0 79
(structural)
Pitch angle and throttle setting were used as control variables.
An interesting observation may be made by comparing case 19 to case 7.
Note that case 7 minimized time with a fixed final weight (fixed fuel) and that
case 19 uses the optimal time of case 7 and maximizes weight (minimum fuel).
One might come to the conclusion that the results of cases 7 and 19 should be
identical, but if it is realized that case 7 was required to burn all fuel aboard, it
may have been forced to fly an inefficient flight path. If the final weight restric-
tion were removed from case 7, the two runs would probably be identical.
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Maximum range, inCase 20: The maximum range was determined on one
(case 20). The operational constraints of a structural Mach number placard,
engine limits, and planar sonic boom placards were applied. Results of this
case are similar to base case 3. The major difference is that case 20 (figure
83) does not have a Mach number 2.7 cruise limit. The range of case 20 is
3579 n. mi. The range of case 3 was 3547 n. mi., a difference of 32 n. mi.
There is some indication that case 20 may represent a local optimum. The sonic
boom limit during ascent was exceeded slightly, as shown in figure 85.
Case 20 problem statement and results: The problem statement and a sum-
mary of the results are given in table 28. Included are desired and optimum
values of the performance, constraints, and stopping parameter. Results of the
optimum trajectory are shown in figures 83 through 87.
Table 28: Case 20-- Problem Statement and Results
Parameter Desired Value
Optimum Values
¢0 = longitude maximum 59.65 degrees
fa = weight 262,120 lb 262,120 lb
_I'1 = altitude 1500 ft 1800 ft
_2 = velocity 366.7 fps 375.2 fps
Enroute Placards
Figure Number
k_ 3 = THROTTLE PF 0 87
xI/4 = BOOM PF 0 85
_5 -- MACH PF 0 83
Pitch angle and throttle setting were used as the control variables.
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CONC LUSIONS
The Supersonic Transport Optimization Program has demonstrated conver-
gence for the 20 data cases required for the contract.
There was a marked tendency to convergence toward a local optimum for the
SST class of aircraft. In most cases the antilocal optimum logic in STOP ap-
peared to be successful, although a few of the cases may be questionable.
The sonic-boom optimization capability--unique in STOP--performed very
well for the area-boom problem, although nonlinearity of the planar boom for-
mulation resulted in some difficulty.
REC OMME NDATIONS
The tendency to reach a local optimum appears to be a characteristic of
SST-class vehicles. Further investigation is required to develop an understand-
ing of the problem.
Area sonic-boom capability should be exercised for more complex problem
statements to delineate potential convergence problems.
Further analysis is required to define the effect of wing sweep on perform-
ance problems other than mininmm time.
In the future, planned wind-tunnel tests for high-performance variable-
geometry vehicles should cover a sufficiently wide range of all control param-
eters (e. g., angle of attack, sweep angle, etc. ) to allow a detailed definition of
the data field for optimization purposes. At least part of the results for the 20
check cases may be unrealistic due to data extrapolation.
Because of the computer time required to optimize a complete flight path,
it is advisable, when possible, to optimize subarcs separately. While this pro-
cedure does not result in a complete optimal profile, the optimal subarcs may
be instructive for research purposes.
REFERENCES
lo Stein, Lawrence H. ; Matthews, Malcolm L. ; and Frenk, Joel W. :