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3 8 4 Q ASTRO SCIENCES CENTER Technical Memorandum No. C-10 COST ESTIMATION FOR UNMANNED LUNAR AND PLANETARY PROGRAMS https://ntrs.nasa.gov/search.jsp?R=19730015113 2020-05-23T14:47:45+00:00Z
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Page 1: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

3 8 4 Q

ASTRO SCIENCES CENTER

Technical Memorandum No. C - 1 0

COST ESTIMATION FOR UNMANNED LUNAR AND PLANETARY PROGRAMS

https://ntrs.nasa.gov/search.jsp?R=19730015113 2020-05-23T14:47:45+00:00Z

Page 2: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Technical Memorandum No, C-10

COST ESTIMATION FOR UTYJ%INNED LUNAR AND PLANETARY PROGRAMS

by

J. H, Dunkin P, P. Pekar D. J. Spadoni C. A . Stone

As t ro Sciences IIT RESEARCH INSTITUTE

Chicago, I l l i n o i s

f o r

Planetary Programs Office o f Space Science

NASA Headquarters Washington, D. C.

C. A. Stone, Director Physics Research Division

I I T R E S E A R C H I N S T I T U T E

January 1973

Page 3: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

I I T R E S E A R C H I N S T I T U T E

ii

Page 4: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

A basic model is presented f o r es t imat ing the c o s t of un- manned lunar and planetary programs. required by the model and i t s accuracy i n predic t ing c o s t a r e cons i s t en t wi th pre-Phase A type mission a n a l y s i s ,

The level of input parameters

Cost data was co l lec ted and analyzed f o r e i g h t lunar and planetary programs components: l abor overhead, materials, and technica l support . This study determined, wi th surpr i s ing consis tency, that d i r e c t labor c o s t of unmanned lunar and planetary programs comprises 30 percent of the t o t a l program c o s t

Total cost was separated i n t o the following

Twelve program categories w e r e defined f o r modeling: s i x spacecraf t subsystem categories (science, s t r u c t u r e propulsion, e l e c t r i c a l power ~ communications , and guidance and control) ; and s i x support funct ion categories (assembly and in t eg ra t ion , t es t and q u a l i t y assurance, launch and f l i g h t operat ions, ground equipment, s y s t e m s ana lys i s and engineer ing> and program manage- ment). An a n a l y s i s - by category, showed t h a t on a percentage basis, d i r e c t labor c o s t and d i r e c t labor manhours compare on a one-to-one r a t i o . Therefore, d i r e c t labor hours i s used a s the parameter f o r pred ic t ing cos t This has the advantage of e l iminat ing the e f f e c t of i n f l a t i o n on the ana lys i s .

Figure S-1 i s a flow diagram of the use of the c o s t model i n forecas t ing dependent information Scaling laws , physical and mathematical r e l a t ionsh ips , and synthesis guidel ines , provide the bas ic es t imate of manhours The remainder of the model deals wi th converting the basic cos t element, d i r e c t labor hours, i n t o cos t .

The boxes i n the upper l e f t involve the mission

I I T R E S E A R C H I N S T I T U T E

iii

Page 5: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

This r equ i r e s two a d d i t i o n a l s t e p s , F i r s t , the average pay scale ($ /hr ) must be determined for the per iod of t he program. s i r e d , the s e l e c t e d pay scale could include i n f l a t i o n between the t i m e of the es t imate and program execution. involves converting d i r e c t labor c o s t i n t o t o t a l program c o s t , Tota l program c o s t can be determined by d iv id ing d i r e c t l abor c o s t by i t s f r a c t i o n of t o t a l cos t , t h i s study i s :

I f de-

The f i n a l s t e p

The r e l a t i o n s h i p used throughout

.3

Figure S-2 presents cos t estimates and e r r o r s f o r the pro- grams used i n developing the c o s t model, The Surveyor program d i d n o t follow c l e a r l y es tab l i shed t rends of the o the r seven programs, and was subsequently n o t used i n the development of the model, c o s t of the Mariner VenuslMercury 1973 program, d i c t e d a program c o s t of $120 Mil l ion , which i s approximately 20 percent higher than current estimates e

As an example, the model w a s used t o p r e d i c t the The model pre-

Recommendations f o r fu r the r e f f o r t include: update the c u r r e n t data base by obtaining the l a t e s t Mariner 1971, Viking Orb i t e r and Viking Lander cost da ta ; expand the data base by obta in ing c o s t data f o r such programs a s Mariner Venus 1967, Mariner Venus/Mercury 1973, and i n t e r p l a n e t a r y and cis-lunar Pioneer and Explorer programs; and develop c o s t models f o r p lane tary atmospheric e n t r y probes,

I I T R E S E A R C H I N S T I T U T E

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Page 6: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 7: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 8: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

COST ESTIMATION FOR UJWMI"ND LUNAR AND PLANETARY PROGRAMS

"-Eus=

Summary. ~ ,, a e iii

Glossary of Symbols X

1, Study Objective and Plan e ., e k

2 , Program Cost Data . . I) L. ' a

3 . Spacecraf t Subsystem and Support Category Modelingo 43

4 , S m r y R e s u l t s . ,, .s - I .% ~ 89

5, Recommendations + ,, ri 87

Appendix: Cost Model Example and Work Sheets 98

I I T R E S E A R C H I N S T I T U T E

V i i

Page 9: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

L i s t of Figures

Figure No. Page

s-1 Cost Model Schematic . . . . . . . . v s-2

1. 2. 3. 4 . 5. 6.

7.

8 a

9 a 10 a

11.

1 2 I

13 4

14.

15.

16 .

17 .

18.

19. 20 (I

Cost Model Predict ion Error Analysis e . . . v i Cost Study Plan . , . . . a . . . . . . . 5 Tota l Program Costs . . . . . . . a . . a 9 P ro jec t Budget Performance Report . . . . . 11 Components of Program Costs a . . . a . . . 13 Cost Category Defini t ions . . . . . . . . 15 Category Labor C o s t as a Percent of Category Total C o s t . a . . . . . . . . . 1 9 Comparison of Labor Cost and Labor Hours f o r Mariner 1969 . . . a . * . . . a . 21 Program Dates for Non-Recurring and Recurring Determination a . a . . a . , . . . 23 Contractor/Subcontractor Labor Ana lys i s . a a 25 Recurrin DLH Fractions per Fl ight

Coet and Labor Hour Allocations for Mariner64 0 a a a a a . a a a 29 Coet and Labor Hour Allocations for Mariner69 a . . . . . . a a . . . . a . . 30 Coot and Labor Hour Allocations for Mariner 7 1 . (I a a . . . a 0 . 0 0 31 Coot and Labor Hour Allocations for P ione r rF6cG . a . a . I . a . e e a . 32 Coot and Labor Hour Allocations for Viking Orbiter . . . . . . (. . . . . . . . . . 33 Coat and Labor Hour Allocations for Viking Lander . (I a a 0 a a 34 Coat and Labor Hour Allocation8 for Lunar Orbiter . (I (I . . . . . . I . 35 Coa t and Labor Hour Allocation8 for SurvayorI m e e e e . . e 8 . 36 AEC Coats for RTG'a . (I e . e a 39 Cornpariron of Avrragr Direct Labor Rater OfPrograma . . . I e (I . . . . e . . . 41

Spacecra i t for Subsystem Categories a a 27

l l T A l l K A R C H I N S T I T U T I

v i i i

Page 10: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

L i s t o f Figures (continued)

Figure No. Page

21. Cost Model Schematic . . I . . , . e 45 2 2 , Parameters Considered f o r Modeling e , I) 47 23 Spacecraft Subsystem Weights . e I) 49 24. Program and Mission Parameters , . e e ., 51 25. Example Select ion of Communications LER ., 53 26 Science Category Predic t ion and Er ro r , e , e 55 27 I St ruc tu re Category Predic t ion and Error . . 57 28 Liquid Propulsion Category P red ic t ion

and Er ro r * , e . e . e e a . e 59 29. E l e c t r i c a l Power Category P red ic t ion

and Er ro r . ., . e e . . e . . . . 6 1 30 RTG Cost Predic t ion and Error . e e 63 31, Communications Category Predic t ion

and Error . . e e . . . e e . 65 32 a Guidance and Control Category P red ic t ion

and Er ro r . . . . . . e e 67 33 0 Assembly and In t eg ra t ion Category

Predic t ion and Error e e . * a I I , e *I 69 34 II T e s t and Q u a l i t y Assurance Category

P red ic t ion and Error . . e . E . , . * 7 1 35, Launch and F l igh t Operations Category

P red ic t ion and Error . . a . . e ., . e 73 36 Ground Equipment Category Predic t ion

and Error ., . . . e . . . . . . .I a 75 37 0 Systems Analysis and Engineering Category

Predic t ion and Error . . . . . . . . 77 38 Program Management Category P red ic t ion

and Er ro r . . e . e . ., e e ' e e 79 39. Direct Labor Hours Error Analysis e , ., 83 40 Cost Model Predic t ion Error Analysis . e I 85

I I T R E S E A R C H I N S T I T U T E

i x

Page 11: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

GLOSSARY OF SYMBOLS

Symbol

CT

DLH

EPT

ISP

I T LD1

LER

LO

MT

M64

M69

M71

NL

NR

NS

NU PI0

PPL

PTM

pT

pU

R

Definition

Mission cruise time (CT - MT - LDl), i n days

Direct labor hours, in thousands of hours

Sc ien t i f ic experiment and data playback t i m e , i n days

Specific impulse, i n lbf-sec/lbm

Total impulse, i n l b p e c

Launch date of f i rs t f l i g h t in mission

Labor-hour e s t ima t ing re la t ionship

Lunar O r b i t e r

Date of mission termination ( f ina l spacecraft shutdown)

Mariner Mars 1964

Mariner Mars 1969

Mariner Mars 1971

Number of launches i n t o t a l program

Non-recurring d i rec t labor hours, i n thousands of hours

Number of f l i g h t spacecraft

Number of RTG uni t s purchased from A,E.C,

Pioneer F & G

Resolution of imaging instrument, i n pixels per l i n e

Proof test model

Transmitter peak RF output power, i n watts

Unit RTG power a t BOL, in watts

Total conditioned power i n watts; a t 1 A,U, for solar power; a t beginning of l i f e for R E power

Recurring direct labor hours, i n thousands o f hours

I I T R E S E A R C H I N S T I T U T E

X

Page 12: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

GLOSSARY OF SYMBOLS (continued)

S bo1 Def in i t ion J?L- ------- r Correlat ion coe f f i c i en t of regression ana lys i s

RMS

S/C Spacecraf t

su Surveyor

T

VL Viking Lander

Root-mean-square error of regression ana lys i s

T ime from August 1960 t o f i r s t launch date, i n years

vo Viking Orbi te r

WAGE Hourly wage r a t e , i n d o l l a r s p e r hour

WT Weight, i n pounds

SUBSCRIPTS

Symbol

A I C DRY EP EPR EPS GC eE LF P PM PR S SE ST TOT TQ

Defini t ion

Assembly and In tegra t ion Communications Dry Weight E l e c t r i c a l Power Electrical Power from RTG's Electr ical Power from S o l a r Cells Guidance and Control Ground Equipment Launch and F l igh t Operations Propulsion Program Management Propel lan t Science Sys t e m s Analysis and Engineering S t ruc ture Ind ica t e s Total T e s t and Qual i ty Assurance

----._--

I I T R E S E A R C H I N S T I T U T E

xi

Page 13: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

(page l e f t blank for cont inui ty)

117 R E S E A R C H I N S T I T U T E

xii

Page 14: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

1. STUDY OBJECTIVE AND PLAN

I I T R E S E A R C H I N S T I T U T E

1

Page 15: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

STUDY OBJECTIVE

The primary objec t ive of th i s study i s t o provide the Plane tary Programs Office (SL) of NASA Headquarters w i t h a c a p a b i l i t y f o r es t imat ing the c o s t of f u t u r e missions. This c a p a b i l i t y i s . intended f o r use i n generating i n i t i a l c o s t estimates of p lane tary missions f o r which pre-Phase A in for - mation i s ava i l ab le , The procedure must be easy t o use and s u f f i c i e n t l y f l e x i b l e t o accomodate changing mission def in i - t i o n s (flyby, o r b i t e r s , landers, etc,) and v a r i e d levels of a v a i l a b l e m i s s i o n i n f orma t ion e

Previous spacec ra f t cos t modeling by IITRI w a s developed from the cos t s of Ranger, IMP, Mariner, OGO, Relay, Syncom, and Surveyor programs, Program records f o r a number of small, h ighly instrumented spacecraf t were used i n the formulation of the model. The spacec ra f t program c o s t w e r e shown t o be a funct ion of: number of f l i g h t spacecraf t ; t o t a l weight of the spacecraf t p lus experiments; weight of the spacec ra f t less ex- periments ; s t r u c t u r e weight; telemetry weight; and weight of the propulsion subsystem,

The Planning Research Corporation c o s t p red ic t ive model w a s developed f o r JPL using Mariner 64, 67, 69, and Lunar Orbiter c o s t data. The model relates u n i t and development c o s t t o subsystem weights, bu t i t i s pr imar i ly a Phase B model which requ i r e s more d e t a i l e d input information than i s usua l ly avail- a b l e from a pre-Phase A study.

Another unmanned spacecraf t model w a s developed by the A i r Force Space and Missles Systems Organization (SAMSO) f o r p red ic t ing t o t a l program cos t through the use of c o s t es t imat ing r e l a t i o n s h i p s (CER) The C E R ' s were developed from pr imar i ly earth o r b i t i n g spacecraf t programs, w e r e analyzed t o formulate CEROS f o r subsystems and opera t iona l

A t o t a l of fourteen programs

I I T R E S E A R C H I N S T I T U T E

2

Page 16: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

recur r ing and non-recurring cos t . a per iod of s eve ra l years and i s s t i l l being modified.

The model was developed over

A bas i c premise of t h e ana lys i s presented here i s that c o s t forecas t ing can be improved by s e l e c t i n g manhours as the basic c o s t u n i t . Manhours have severa l advantages over fore- ca s t ing t o t a l program do l l a r s ; separat ion of i n f l a t i o n a r y f a c t o r s from estimates and improved cost ing of low volume pro- duction. c o s t bas i s only i f some in f l a t iona ry f a c t o r i s appl ied t o the o lder program, formulate f o r t o t a l program c o s t s and of ten f a i l t o accura te ly represent the a c t u a l f i n a n c i a l condi t ions wi th in the industry. The space program has not yet been ab le t o use mass production techniques and thus the t o t a l cos t of each completed i t e m i s no t subs t a n t i a l l y decreased through add i t iona l production, Hence, the c o s t of a program's hardware i s d i r e c t l y connected t o the manhours involved i n development, f ab r i ca t ion , and t e s t i n g

Two programs separated i n t i m e a r e comparable on a

Such i n f l a t i o n a r y f ac to r s a r e d i f f i c u l t t o

I I T R E S E A R C H I N S T I T U T E

3

Page 17: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 19: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 20: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

2. PROGRAM COST DATA

I I T R E S E A R C H I N S T I T U T E

7

Page 21: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 22: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 23: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

COST COMPONENTS

Detailed c o s t data w e r e obtained f o r e i g h t programs but i n the cases of Mariner 64 and Viking O r b i t e r the format of the c o s t information was no t adequate f o r a l l types of ana lys i s . I n general , the c o s t p r in tou t s included information on d o l l a r s and manhours f o r l i n e items as well as summaries indica t ing the d iv i s ion of costs by d i r e c t labor , overhead, materials and technical support . gram year o r month enabl ing some s tud ie s of t i m e l i n e behavior, Figure 3 i s a typ ica l data sheet from Mariner 69. ment of c o s t components is shown i n the f igure .

These data were usua l ly ava i l ab le by pro-

The assign-

I I T R E S E A R C H I N S T I T U T E

Page 24: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

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Page 27: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

SUBSYSTEM AND PROGRAM CATEGORIES FOR COST MODELING ---- Twelve ca tegor ies of program c o s t were es tab l i shed; s i x sub= system categories: power, communications, and guidance and cont ro l ; and s i x support funct ion categories: assembly and in t eg ra t ion , t e s t and q u a l i t y assurance, launch and f l i g h t operat ions, ground equipment, systems ana lys i s and engineering, and program management.

science, s t r u c t u r e , propulsion, e lectr ical

A series of de f in i t i ons were evolved t o ass is t i n the assign- ment of l i n e i t e m s t o each of twelve ca tegor ies , l i s t s the d e f i n i t i o n s t h a t were employed, More e labora te and d e t a i l e d d e f i n i t i o n s were considered but found t o provide no advantages, Each program and cont rac tor used somewhat d i f f e r e n t terminaology, N o de f in i t i on , however de ta i led , i s able t o unambiguously c l a s s i f y a l l l i n e i t e m s ,

Figure 5

It w a s necessary i n a number of cases t o submit quest ionable l i n e i t e m s t o a panel of I I T R I / A S s t a f f f o r review and decis ion, I f a clear consensus w a s no t obtainable from the panel, a t t empt s were made t o obta in c l a r i f i c a t i o n from the center o r cont rac tor involved, terms of subsystem and funct ional de f in i t i ons remains one of the more d i f f i c u l t problems of c o s t ana lys i s . wi th in the accuracy of pre-Phase A estimates, the assignments made i n t h i s s tudy a r e sa t i s fac tory , ,

The lack of uniform c o s t repor t ing ca tegor ies i n

It i s f e l t that

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Page 28: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Figure, 5: Cost Category Defini t ions

e Science = a l l instruments which perform s c i e n t i f i c experiments but no t including apparatus used pr imar i ly f o r o t h e r mission functions, e.g. r ad io t r ansmi t t e r s which, although used i n occu l t a t ion and t racking experiments, a r e c lassed as communications .

0 Struc ture - spacecraf t main body s t r u c t u r e , mechanical devices , thermal c o n t r o l equipment, cabl ing and harnesses , pyrotechnic devices , payload adapters , scan platform, atmospheric en t ry equipment , booms and appendages.

0 Propulsion - ve loc i ty control components such as p rope l l an t s , engines, tanks, feed l i n e s and valves , p re s su r i - za t ion equipment.

0 E l e c t r i c a l Power - a l l components of main power source such a s s o l a r c e l l s o r RTG's, conditioning components such a s inver te rs and r egu la to r s , secondary power sources such a s b a t t e r i e s , assoc ia ted e l e c t r o n i c s f o r cont ro l and d i s t r i b u t i o n .

0 Communications = a l l components which handle data transmission and reception, da ta management and s torage , data encoding and decoding, command data d i s t r i b u t i o n , antennas .

0 Guidance and Control = a11 f l i g h t con t ro l components such a s a t t i t u d e control equipment (e.g. cold gas systems) and e lec t ronics , a t t i t u d e sensors and t racking devices, control computer and sequencer, l ander terminal guidance equipment. Note: i f TV i s used f o r both science and terminal guidance, i t should be assigned t o science.

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Page 30: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

I)

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Asseiiibly and In tegra t ion = system and subsystem in t eg ra t ion ana lys i s , design and control , system and subsys t e m packaging and assembly ana lys i s and management, mockup assembly,

T e s t and Quality Assurance - spacecraf t subsystem and com- ponent t e s t i n g , manufacturing q u a l i t y assurance and cont ro l , environmental t e s t i n g , quarant ine assurance and cont ro l , subsystem and component r e l i a b i l i t y analysis , t e s t i n g equipment.

Launch and F l igh t Operations - launch con t ro l and operat ions, space f l i g h t control and management, mission operations , spacecraf t team command and subsys t e m team monitors operat ions and t r a in ing , s c i e n t i f i c and engineering data processing, handling and management , telecommunications and t racking data ana lys i s , f i e l d s t a t i o n operat ions, SFOF mission p a r t i c u l a r s ,

Ground Equipment - shipping and s torage container , t rans- por ta t ion and handling equipment , propulsion loading equipment, environmental tes t chamber, mission operations consoles and recording equipment, computers and per ipheral equipment.

Systems Analysis and Engineering - configurat ion management , analys is and cont ro l , mission planning and p r o f i l e ana lys i s , t r a j ec to ry ana lys i s , e l e c t r o n i c par t s engineering, computer software and implementation.

Program Management - project management and cont ro l , p r o j e c t report ing, business operat ions and computer, manage- ment support , s a f e t y cont ro l , sc ience team manage- ment, t a s k a l loca t ions ,

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Page 35: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

RECURRING AND NON-RECURRING COSTS - The number of f l i g h t spacecraf t assoc ia ted wi th p a s t and cur ren t planetary programs has been small; Lunar Orbi te r with f i v e S/C and Surveyor with seven S/C represent the largest "production runs" t o da te , spacecraf t t o another within the same program. Nonetheless, it seems reasonable t o a t tempt t o separate recur r ing (R) and non- recur r ing (NR) cos t s t o provide a better basis f o r es t imat ing a var ie ty of fu tu re program opt ions,

I n general , t he re have been changes from one

There i s a wide v a r i a t i o n i n the de f in i t i on of recur r ing vs non-recurring cos t s by the space industry. For example, some cont rac tors confine recurr ing cos t s t o the production of f l i g h t subsys t e m s while o thers include operat ional ca tegor ies such a s test, launch/ f l igh t , e t c , Our ana lys i s of the na ture of the operat ional categories and t h e i r c o s t / t i m e h i s t o r y l e d t o a d e f i n i t i o n of ground equipment and system analysis /engineer ing as e n t i r e l y non-recurring, i n t eg ra t ion w e r e found to be e s s e n t i a l l y recur r ing , A l l o ther ca tegor ies w e r e a mixture of recur r ing and non-recurring cos t s ,

Launch/f l ight and assembly and

A study of the t i m e h i s t o r y of program cos t s l e d t o the conclusion t h a t the date of completion of assembly and tes t of the proof tes t model (PTM) provided a reasonable s p l i t of cos t s i n t o the two

ca tegor ies , This i s a somewhat a r b i t r a r y d e f i n i t i o n but on the average agrees with the data supplied. Figure 8 l i s t s the PTM dates used t o c l a s s i f y the programs, Lunar Orbi te r cos t s w e r e suppl ied a s recur r ing and non-recurring based on the cont rac tor d e f i n i t i o n . Since a t i m e h i s tory was not ava i l ab le these data were used a s supplied. During the de t a i l ed modeling ( sec t ion 3) i t was found that t o t a l costs with no d i s t i n c t i o n between non- recur r ing and recur r ing costs provided the b e s t bas i s f o r oper- a t i o n a l support category models,

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Page 36: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Program Dates f o r Non-Recurring and Recurring Determination

PROGRAM

Pioneer

Viking

Surveyor

Mariner 6 4

Mariner 69

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June 7 1

June 74

October 63

May 64

March 68

October 70

FIRST FLIGHT DATE

March 72

March 75

May 66

November 6 4

February 69

May 7 1

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Page 56: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

3 . SPACECRAFT SUBSYSTEM AND SUPPORT CATEGORY MODELING

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Page 65: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

U

E bD

i

a 5 0

3 0 rl Q)

0

.rl u cn

E l-l 0 w m cd U cd a Q)

5 w 0

E (d k M 0 k a ,

c

k

c) Q ) o a o u k C Q ) Q ) m a a l E a m c c m (d 0 4 cd u u cd m

0 d Fr

k e

52

Page 66: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

n u) co 0

0 I w W

n rl In 0

0

0 I 0

p? W

n co cv m 0

0

w' 5 W

n u) m co m cn

0 0 e 0 H II

PI W k m m II

0

k 0 9 (d rl

F *rl k i-l

a, k I E

z

II

0

k 'I

al

d hl

rl Q) a

53

Page 67: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

SCIENCE

The model developed f o r the science system i s a two va r i ab le l i n e a r equation based on the r e so lu t ion of the imaging experi- ment (p ixe ls p e r l i n e ) and the t o t a l weight of the science in= s t rwnents , Viking which had such a large e r r o r that i t was no t included i n the regression f i t ,

This provides a good f i t t o a l l programs except

This i s apparent ly due t o the la rge costs assoc ia ted with the Viking b io logica l experiments which do no t s u b s t a n t i a l l y in- c rease the weight of the science package, A number of o ther models were t r i e d i n an e f f o r t t o f i t the Viking data but none were successful . Further e f f o r t should be devoted t o improving the science model. The comparison of a c t u a l and predicted labor are given i n Figure 26,

NRs = 0 , l PPL + 1 , 8 WTS + 234,2 r = 0.9939

RS = 0,182 NRs (NS) r = 0.9442

I I T R E S E A R C H I N S T I T U T E

54

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Actual P red ic t ed Actual Pred ic t ed Program % *S RS RS

M64 311.7 327.6 146.7 119.2

M6 9 553.8 1 562.3 246.8 204.7

* n o t used i n non-recurr ing LER d e r i v a t i o n

* n o t used i n r e c u r r i n g LER d e r i v a t i o n

I A c t u a l ' P r e d i c t e d , DLHs 1 ; DLHS 1 % E r r o r

I - 2.5

- 4.1

i I

458.4 1 446.8

I 800.1 767.0

I

55

M71

P I 0

vo

vL*

LO*

su*

i 8oo*9 i l 7 o 0

1 1 684.4 1

145.5 ' 1 556.6 1 5 4 5 , 2

926.5 1 837,Z

' 1

510.0 1 587.2 174.4 213.7

416.9 399 ,7

693 .9 613.8 232.6 223.4 I - 2 o o I I 1 - 9.6 1

I

i j

i I

I i i

1 13'07

1399.2 450.0 358.6 163 ,8 1 1757.8 613 .8 -65 .1

1463.8 1480.5 437.3 I 1347.3 I 1901.1 I 2827.8 48.7

1243.4 453.3 864 1 577 0 5 2107.5 1030.8 1 -51.1

I I

1 I f 1

Page 69: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

STRUCTURE

The LER developed f o r the s t ruc tu re subsystem i s a l i n e a r f i t based on the s t ruc tu re subsystem weight. This includes the weight of thermal control equipment, cabl ing, booms, pyrotechnic and mechanical devices and, i f the spacecraf t uses one, the scan platform. Viking Lander, and the VO-VL adapter i s included f o r Viking Orbiter .

The aeroshel l and b iosh ie ld a r e included f o r

Figure 27 shows ac tua l and predicted values of DLH fo r the s t ruc tu re subsystem. f a i r agreement with the ac tua l values. The major variance occurs i n the M 7 1 program.

The predict ions a r e only i n genera l ly

mST = 1.18 WTST + 50.1 r = 0.8971

56

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Figure 27: St ruc tu re Category P r e d i c t i o n and E r r o r

I 1 ' 374.2 i

i 781.7

214.1

149.1

1050.0

1

I

1246 . 1 130.1

1664 . 0

Actua l Program 1 NRST

I ' 282.0

1131.8

1 , 1778.6

M64

M69

M7 1

PI0

vo

VL

LO

SV*

55-0

- 8.0

20.0 1482.7

4 193,O

Pred ic t ed NTST

i

237.4

441.6

612 . 1 235,8

946.3

1487.1

233.2

402 . 9 2594.6

A c t ua 1 RST

79.8

155 . 5 40.7

32.9

180 . 0 236 . 6 62.9

930.6

P r e d i c t e d 1 Actua l ' P r e d i c t e d \ % E r r o r RST 1 1 DLHST j DLEST ,

1 1

46.5

86.6

120.0

46.2

185.5

291.5

114.3

276.4 li

283.9 37.5

679.3 1 - 73.8

* not used i n model d e r i v a t i o n

57

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PROPULSION

The LER f o r pred ic t ing non-recurring d i r e c t l abor hours f o r the propulsion subsystem w a s found t o be a power l a w func t ion of the t o t a l impulse of the engine. impulse times propel lan t weight, o r a l t e r n a t e l y , t o t a l burn t i m e times vacuum thrust. used e i t h e r the monopropellant N2H4 o r the b ipropel lan t N,04/MMH whereas Lunar Orbi te r used N204/A-50. The engines f o r M64, M69 and PI0 w e r e used f o r midcourse cor rec t ion only while those f o r o ther programs are used primarily f o r o r b i t i n s e r t i o n o r terminal landing. Obviously, these la t ter engines r equ i r e more p rope l l an t (or equivalently, a longer burning time) and w i l l c o s t more. The derived and program data a r e given i n Figure 28. The Lunar Orbi te r propulsion system was p a r t i a l l y supported by DOD and those cos ts w e r e n o t available. overestimate.

Tota l impulse i s defined as s p e c i f i c

For the p lane tary programs, a l l engines

This may expla in p a r t of the

. 359 NRp = 3.51 (IT)

= 0.149 NRp (NS) RP

r = 0.9175

r = 0.972

58

Page 72: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Program

451.1

M64

M69

M71

P I O

vo

VL

LO

su

420.0

Figure 28: Liquid Propuls ion Category P r e d i c t i o n and E r r o r

244.2

Actual mP

46.3

116 . 7 346.0

123.6

484.9

227.1

143.6

701.2

342.4

P r e d i c t e d mP

76.1

76.3

323.6

102.8

478.6

201.1

196 . 2 364.5

Ac tua 1 RP

12.7

34.2

104.9

26.5

145.5

95.7

100.6

468.3

P r e d i c t e d RP

22.7

22.7

96.4

30.6

142.6

59.9

146.2

380.2

Actual I Predicted1 DLHp 1 DLXp 1 % E r r o r

~ 67.4

-34.4

- 6.9 -11.1

- 1.5

-19.1

40.2

-36.3

* n o t used in model d e r i v a t i o n

59

Page 73: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

ELECTRICAL POWER --

The model developed f o r the e l e c t r i c a l power subsystem i s a mul t ip le l i n e a r r e l a t ionsh ip based on t o t a l power suppl ied t o the spacecraf t from the power condi t ioning equipment and the weight of the power subsystem including weight of a l l con- d i t i on ing equipment and aux i l i a ry power suppl ies such as b a t t e r i e s ,

Separate es t imat ing re la t ionships have been developed f o r power subsystems whose primary energy source i s s o l a r energy conversion and those using radioisotope thermoelectr ic energy conversion. For the l a t te r case, the model has two pa r t s : one f o r the power condi t ioning and a u x i l i a r y power equipment and the second f o r the radioisotope thermoelectr ic generators (RTG) , The expenditure f o r RTG's i s assumed t o be an add i t iona l cos t t o the program, and as such i s modeled separately,

The LER fo r s o l a r power subsystems includes the c o s t o f the s o l a r arrays. The power i s that generated a t 1 A ,U,

The LER fo r RTG powered subsystems does not include the c o s t of the RTG's , and the weight term does not include the RTG weights. The power i s the t o t a l beginning-of- l i fe power supplied by the subsystem, The r e s u l t s a r e given i n Figure 29 ,

NREps = 0,21 P 0 + - 2 WTEPS + 55,3

NREpR = 1.57 P 0 + O a 9 WTEpR

r = 0,830

r = 1.00

The recur r ing DLH r e l a t ionsh ip i s used f o r e i t h e r s o l a r power o r RTG power,

REP = 0.154 NREP (NS) r = 0.955

I I T R E S E A R C H I N S T I T U T E

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Program

M64

M6 9

M 7 1

PI0

vo

VL

LO

su *

Figure 29: E l e c t r i c a l Power Category P r e d i c t i o n and E r r o r

Actua l P E P

~~

224.1

315.2

199.9

279.2

360.1

252.8

184.1

335.6

P red ic t ed NREP

236.8

262.7

273.9

278.5

335.4

252.5

170.3

91.1

Actual REP

61.5

103.2

63.5

81.7

108.0

88.1

138.0

352.4

P r e d i c t e d REP

72.9

80.9

84.4

85.8

103.3

77.8

131.1

98.2

I I

A c t u a l ' P r e d i c t e d , % E r r o r

i

285.6 1 309.7 I 8.4 I

418.4 i 343.6 , -17.9 t I

I I t

263.4 i 358.3 ; 36.0

360.9

468.0

340.9

322.1

688.0

I

364.3 f 0.9 I I

438.7 ' - 6.3

330.3 1 - 3.1

!

I i - 6.4 301.4 ! i

I i - 7 2 * 5

189.3

>k n o t used i n model d e r i v a t i o n

61

Page 75: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

RTG ADDITIONAL COSTS - -- The data fo r R E cos t s w a s obtained from the Atomic Energy Commission i n the form of development (non-recurring) d o l l a r s and u n i t ( recurr ing) dol la rs . The d o l l a r data was converted t o d i r e c t labor hours assuming 30 percent t o t a l program c o s t f o r labor and the wage r a t e a t the median year of program development e

The re l a t ionsh ip f o r NASA funded RTG cos t s i s a funct ion of - u n i t power a t beginning-of- l i fe and time, i n years, from August 1960 t o date of f i r s t f l i g h t ( In denotes n a t u r a l logarithm) e

Data on t o t a l number of u n i t s purchased were not ava i l ab le f o r all missions nor were t o t a l cos t s known i n a l l cases. The data i n Figure 30 are based on s ingle u n i t data and errors a r e there- f o r e no t shown.

NRRTG = 1.7 Pu = 265.7 In (T) + 1059,O r = 0,9830

I I T R E S E A R C H I N S T I T U T E

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Program %TG ~~

Nimbus

Pioneer

Viking

Transit

TOPS - GT

RRTG

Figure 3 0 : RTG Cost Predic t ion and Er ro r

33.4

33.0

29.8

59.3

101.0

Actual %TG

29.7

34.9

30.5

60 .2

99.2 t

662.7

489.8

315.0

1109 3

579.2

Predicted %E

526 . 6

470 . 9

397.9

1139 . 6

538 . 8

63

Page 77: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

COMMUNICATIONS

The LER fo r the communication subsystem i s a mul t ip le l i n e a r r e l a t i o n i n t ransmi t te r power and communication subsystem weight. The subsystem weight as u t i l i z e d here includes the weight of such i t e m s a s data acquis i t ion and s torage equipment, data encoding and decoding devices and f l i g h t command equipment. power i s peak RF power transmitted. equipment on the Viking Orbi ter and Lander were not modeled separately, but a r e taken in to account i n the subsystem weight tern.

Transmitter The unique r e l a y communication

Figure 31 presents the a c t u a l and predicted data f o r communications. The predicted values of DLH are i n general ly good agreement with the ac tua l values, the major variances being M69 and M71.

NRc = 16.9 PT + 4.2 WTC = 37.1 r = 0.9758

RC = 0.183 NRc (NS) r = 0.973

64

Page 78: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Figure 31: Communications Category P r e d i c t i o n and Error

I Actual P red ic t ed Program t NRc %

I M64 525.7 564.5

M6 9 1045 . 5 861 . 6 M7 1 699.2 838.1

P I O 325.1 420.7

vo I1214.0 1205.2

VL ; 1067.4 1101.6 I

LO 429.3 388.9

su * 822.0 396.5 I

Actual P red ic t ed 1 A c t u a l P r e d i c t e d DLHC I DLHC ' % E r r o r RC RC 1

I I

197.7 206.6 723.4 1 771.1 1 6.6

423.2 315.3 1468.7 1176.9 -19.9

! 209,3 306.7 908.5 1144.8 26.0

136.5 154.0 461.6 574.7 j 24.5

439.5 441.1 11653.5 I 1646.3 1 - 0.4 366.6 403.2 1434.0 1504.8 ; 4.9

I Y

! .1

I

386.3 355.8 815.6 744.7 - 8.7 I

943 . 9 507.9 ' 1765.9 904.4 '-48.8 1 1

* n o t used i n model d e r i v a t i o n

65

Page 79: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

GUIDANCE AND CONTROL

The LER f o r the guidance and c o n t r o l subsystem w a s found t o be a func t ion of t o t a l spacecraf t weight and type of spacecraf t and s t a b i l i z a t i o n . the s lope of the LER developed f o r 3-axis s t a b i l i z e d f lyby and o r b i t e r spacecraf t w a s appl ied t o both landers and s p i n s t a b i l i z e d spacecraf t . Total spacecraf t weight i s defined as launch weight. I n the case of Viking Orbi ter , it includes the weight of the Lander since the G & C of the Orbi te r must account f o r the Lander from launch through o r b i t inser t ion . The actual and predic ted labor hours are given i n Figure 32.

Because of the l imi t ed number of da ta poin ts ,

3 - Axis S t a b i l i z e d Flybys & Orbiters : NRGc = 428.9 exp(4 x 10. 5 WTmT) r = 0.7958

3 - Axis S tab i l i zed Landers: NRGC = 1079,O exp(4 x lod5 WTmT)

Spin S t a b i l i z e d Flybys & Orbiters : NRGc = 84.0 exp(4 x WTmT)

The recu r r ing DLH re l a t ionsh ip i s used w i t h a l l three of the above r e l a t ionsh ips ,

RGC = 0,122 NRGC (NS) r = 0,955

I I T R E S E A R C H I N S T I T U T E

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Page 80: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Program

M64

M6 9

M7 1

PI0

vo

VL

LO

SUJC

Figure 32: Guidance and Control Category Predict ion and Error

Actual I Predicted + 446.3

444.6

406.3

85.9

602.0

1185.9

490.2

1364.4

438.9

443.5

469.7

85.9

577.0

1185.9

443.8

1181.4

Actual GC

108.1

118.5

96.5

15.5

168.6

330.8

269.6

829.3

Predictec RGC

106.8

108.2

114.6

21.0

140.8

289.4

270.5

1008.7

Actual j Predicted DLHGC 1 DLHGC

554.4

563.1

502.8

101.4

770.0

1516.7

759.8

2193.7

554.4

551.7

584.3

106.9

717.8

1475.3

714.3

2190.1

% Error

- 1.6

- 2.0

16.2

5.4

- 6.8

- 2.7

- 6.0

- 0.2

* not used i n model der ivat ion

67

Page 81: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

ASSEMBLY AND INTEGRATION

The model developed f o r assembly and in t eg ra t ion i s a mul t ip le l i n e a r fit based on the number of f l i g h t spacecraf t and the t o t a l dry weight of the spacecraf t minus the weight of the s t r u c t u r e subsystem. This l a s t parameter, WTDRy - WTST, is perhaps an ind ica t ion of the complexity of the spacecraf t t o be assembled. very l i t t l e co r re l a t ion w i t h the data. values of predicted and ac tua l DLH f o r assembly and in tegra t ion . The predicted values are i n only f a i r agreement with actual values .

Total dry weight as a parameter w a s found t o have Figure 33 presents

I I T R E S E A R C H I N S T I T U T E

68

Page 82: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Figure 33: Assembly and In tegra t ion Category Predic t ion and Error

* no t used i n model derivation

69

Page 83: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

TEST AND QUALITY ASSURANCE

The LER developed f o r test , q u a l i t y assurance and r e l i a b i l i t y ana lys i s is a double parameter f i t based on the number of f l i g h t spacecraf t and the weight of the s t r u c t u r e subsystem. Figure 34 presents a c t u a l and predicted values of DLH f o r test and q u a l i t y assurance. The predic t ions a r e i n general ly good agreement with the a c t u a l values , The largest var iances occur i n the Pioneer and Viking Orbi te r programs,

= NS (127 .5 + 8,9 x loo4 WTgT) r = 0.9769 DL%

I I T R E S E A R C H I N S T I T U T E

70

Page 84: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Figure 34

Tes t and Q u a l i t y Assurance Category P red ic t ion and Error

Pro gram

M64

M69

M71

P I O

vo

VL

LO

su *

Actual DL%

374.6

423.5

572.6

519 . 6

872.5

3063 . 3

892.7

5066 . 2

* n o t used i n model der ivat ion

Predic ted

DL% % Error

299.8

451 . 0

658.8

299.1

1281.8

2894.8

744.7

894.4

-20 . 0

6.5

15.1

-42.4

46.9

- 5.5

-16.6

-82.3

7 1

Page 85: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

LAUNCH AND FLIGHT OPERATIONS

The LER developed f o r launch and f l i g h t operat ions i s a mul t ip le l i n e a r r e l a t i o n based on mission t i m e and number of launches i n the t o t a l program. The mission time comprises two terms i n the model. in te rp lane tary cruise . This t i m e , i n days, i s counted from launch day to date of mission termination. one spacecraf t i n the mis s ion , CT i s counted from launch of the f i r s t vehicle t o shutdown of the f i n a l one (thus f o r Pioneer F & G program, CT = 1300 days). only once.

The f irst , CT, accounts f o r mission operat ions during

I f there i s more than

Periods of time overlap are counted

The second time term, EPT, accounts f o r increased operat ions during t i m e s of encounter science ( o r landed science) and t i m e s of s c i e n t i f i c data transmission, both i n r e a l t i m e and stored/playback t ime .

Two launches were modeled for both the M64 and M71 programs a l - though one f l i g h t i n each program f a i l e d . The times modeled f o r M 7 1 r e f l e c t a l loca ted operations cos t s and t i m e s f o r the planned mission s ince a t the time the model was developed, run-out cos t s f o r the remaining spacecraf t mission were not ava i lab le . shows actual and predicted values o€ DLH f o r launch and f l i g h t operat ions. The predicted values a r e i n very good agreement wi th the actual values.

Figure 35

DL%F = 95.7 NL + 0.4 CT + 2.7EPT = 17.5 r = 0.9925

72

Page 86: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Figure 35

Launch and F l i g h t Operations Category Predic t ion and Error

Actual DLZZLF Program

Predicted DLtELF

M64

M6 9

M 7 1

P I 0

vo

VL

LO

su *

480 . 2

265.3

670.2

890.4

995.9

776.1

759.4

2486 . 3

471.5

259.0

734 . 4

892.4

974.0

746.8

759.4

1032.7 I

% Erro r

- 1.8

- 2.4

9.6

0.2

- 2.2

- 3.8

- 0

-58.5

* n o t used i n model der ivat ion

73

Page 87: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

GROUND EQUIPMENT

The LER developed f o r ground equipment i s a m d t i p l e power f i t based on the following parameters; s t r u c t u r e subsystem weight, imaging experiment resolut ion i n terms of p i c tu re elements per l i n e , and t i m e , i n years, counted from August 1960 to the program's f i r s t launch date. data ra te were examined, but proved t o have very low co r re l a t ion . The time parameter appears as a psuedo-inheritance f a c t o r , accounting f o r inheri tance of c e r t a i n equipment from one program t o another. Figure 36 presents a c t u a l and predicted values of DLH f o r ground equipment. As can be seen, the predicted values a r e only i n f a i r agreement with the a c t u a l values.

Total spacecraf t weight and maximum downlink

4.29 m L (WTclr) D L b = T2

r = 0.9344

74

Page 88: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

Program

Figure 36

Ground Equipment Category Predict ion and Error

-

M64

M69

M71

P I 0

vo

VL

LO

su *

A c t u a l DLHa

600 . 8 846 . 6

311.4

96.9

354.0

895.6

1592.2

2529 . 9

Predicted DLHa

533.0

594.4

108.2

497.9

525.4

1838.3

924.4

% Erro r

-11.3

-29 ,8

61 .4

1 1 . 7

40.6

-41.3

15.5

-63.5

* n o t used in model derivation

7 5

Page 89: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

SYSTEMS ANALYSIS -- AND ENGINEERING

The LER developed f o r the category defined a s systems ana lys i s and engineering i s a mult iple l i n e a r model based on the t o t a l dry weight of the spacecraf t and a percentage of the t o t a l d i r e c t l abor hours required for the ten categories previously discussed, Although the data f o r M64 showed no c o s t a l l o c a t i o n f o r t h i s category and the cos t category Pioneer was r e l a t i v e l y small, f o r consis tency these f x o programs appear i n the data base, presents a c t u a l and predicted values o f DLH for systems ana lys i s and engineering. wi th a r e l a t i v e l a rge negative constant) , i t i s poss ib le that the LER may p red ic t negat ive hours, as i s the case f o r both M64 and Pioneer. An a r b i t r a r y solut ion t o t h i s i s t o set the DLHSE t o zero, The t rue predict ions f o r M64 and PI0 a r e shown i n parentheses

Figure 37

Due t o the na ture of the model (a l i n e a r funct ion

10 DI,HSE = 0 - 3 5 3 WTDRy + 0,067 ( C DLH) - 467,8 r = 0,9954

1

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Program

M64

M69

M71

P I 0

vo

VL

LO

su*

Fi-re 37

Systems Analysis and Engineering Category Predict ion and Error

A c t u a l DL%E

0.0

210.0

217.8

6.6

829.4

1083 . 1 277.0

2628.9

Predicted DLHSE

0.0 (-6.1)

155.0

384.3

0.0 (-55.6)

786.2

949 . 8 343.9

447.0

% Error

0.0

- 26.2

76.4

-100.0

- 5.2

- 12.3 24.1

- 83.0

* not used i n model der ivat ion

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PROGRAM MANAGEMENT

The LER f o r program management i s a s i m p l e percentage of the t o t a l d i r e c t labor hours predicted f o r the previous eleven categories . and durat ion showed l i t t l e co r re l a t ion with the a c t u a l DLH f o r program management. Again, as wi th the science category, the DLHpM f o r Viking Lander d id n o t follow the t rend e s t ab l i shed by the o ther s i x programs (a 13.6% program management a s compared to an average of 5.1%) . Thus, Viking Lander was not used i n the data base f o r t h i s category. I t i s noted t h a t the c o r r e l a t i o n here i s s l i g h t l y below the es tab l i shed minimum, due t o including Lunar O r b i t e r ( a t 3.6% program management) i n the program management data base. f o r the l a r g e s t possible data base, and the r e s u l t i n g c o r r e l a t i o n accepted a s is. DLH f o r program management, The predicted values a r e i n reason- ab le agreement wi th the ac tua l values ,

Models based on measures of program s i z e , complexity

The LO data was used, however, t o a l low

Figure 38 shows values of a c t u a l and predicted

ll

1 DLHpM = 0.051 ( C DLH) r = 0.7334

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VL

LO

A c t u a l Program DLHm

M64 217.8

M69 290.1

M71 370.5

P I 0 190 . 5

VO 420 . 8

1779.8

291.9

su* 2129.0

Predicted 1 DLHpM j % Error

202.4 - 7.1

263.1 - 9.3

- 8.4 339.4

177.9 - 6.6

I

477 . 5 13.5

583 . 3 -67.2

477.9 63.7

494.7 -76.8 - ~

* not used i n model der ivat ion

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4 , SUMMARY RESULTS

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. .

"a a 2

d

w 0

sd Qrl rl

ro 31 k

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Page 96: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

k 0 k k w b q

m c n c n o b o o . . .

0

0 e . .. [I) k 0 k k w Es

3 c a 8

k a, a

'a, a 8 c

*PI

a a, z 2 U

1:

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Page 97: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

. U VJ 0 o

a k M 0 k a l-l

6

Q)

$ 8 o k Q) a

m

VJ k 0 k k a,

k

c 70 k

a, M a 3 Q) M a k

Y E

C Q ) . C k J J :! ft

04

Page 98: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

k 0 k k w b q

hl * a3 hl m hl 0 b rl hl hl

rl hl 0 b hl rl I I

. a a . I I

2

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5. RECOMMENDATIONS

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RECOMMENDATIONS FOR FURTHER STUDY AND ANALYSIS

A basic model f o r pred ic t ing t o t a l program cos t s f o r unmanned lunar and planetary missions has been presented, Recommended areas to f u r t h e r broaden and enhance the model cons i s t of:

e Update the cur ren t data base by obtaining the l a t e s t c o s t data ava i l ab le f o r Viking Lander, Viking O r b i t e r and Mariner 71 , More up-to-date Viking Lander data may lead t o re introducing Surveyor i n t o the data base and the de- velopment of separa te LER's fo r lander spacecraf t , where the s i t u a t i o n warrants separate models (as i n Guidance 6c Control)

o Broaden the data base by obtaining cost data f o r such programs as Mariner Venus 1967, Mariner V'enus/Mercury 197'3, and e a r l i e r Pioneer and Explorer programs f o r p a r t i c l e and f i e l d explorat ion of in te rp lane tary and c i s - lunar space, Certain of these programs, together wi th Mariner 71 , should be usefu l i n e s t ab l i sh ing inheri tance faekors o r r e l a t ionsh ips

o Begin development of LER's f o r ou ter p lane t atmospheric en t ry vehicles by obtaining the most up-to-date technica l and c o s t data predict ions f o r t h i s type of program. Separation of the Mars en t ry development and c o s t data from the rest of the Viking Lander program should be use fu l i n t h i s respec t ,

m Refine the methodology fo r es t imat ing recur r ing cos t s , '%he present averaging method has a high var iance and prel iminary examination of the errors f o r Lunar Orbi te r and Surveyor in- d i c a t e t h a t the recur r ing cos t s a r e not d i r e c t l y proport ional t o the number of f l i g h t a r t i c l e s ,

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0 Analyze the individual e r ro r s by c o s t category, The magni- tude and sign of the e r rors assoc ia ted with each category can provide clues t o reassessment of l i n e i t e m data and model va r i ab le s which can serve t o improve the sub models. The ac- q u i s i t i o n of add i t iona l program data can serve a s a valuable check to avoid "h is tor ica l" data f i t s which have inadequate pred ic t ive capab i l i t y ,

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APPENDIX

COST MODEL EXAMPLE AND WORK SHEETS

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COST MODEL EXAMPLE AND WORKSWETS

The following pages present the app l i ca t ion of the c o s t model t o the Mariner Venus/Mereury 1973 program. The model p red ic t s a t o t a l program d i r e c t labor of 5159,O thousand hours, a $7.00 p e r hour wage rate, based on a median expenditure year of mid 1972, t h i s leads to a t o t a l program c o s t p red ic t ion of $120,377,000 which i s approximately 20 percent higher than the cur ren t estimate f o r M73. Since t h i s program is known t o have s i g n i f i c a n t inher i tance , t h i s error i s not unexpected.

Assuming

Following the example, blank input preparat ion and worksheets a r e provided for user appl icat ion.

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COST MODEL INPUT PREPARATION SHEET

For Mariner 1973 Program

Spacecraf t Subsys t e m Weights

Science (WTS)

St ruc ture (WTsT)

Propulsion, dry*

E l e c t r i c a l Power (WTEp) (do n o t include RTG weight)

Communications (WTC)

Guidance & Controlik

Tota l , dry (WTDRy)

Propel lan t (WTpR)

To ta 1, w e t (WTToT)

168.2 pounds

46C. 0

2 7 . 9

152 .1

145.C

91.7

1344.9

51.8

1095.7

* n o t ind iv idua l ly requi red by model

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COST MODEL INPUT PREPARATION SHEET

0 ther Parameters

To ta l S/C conditioned power (Po) ( s o l a r power a t 1 AU) (RTG power a t BOL)

Unit RTG power a t BOL (Pu) Number of RTG u n i t s purchasec

400 wat t s

----_ Transmitter peak RF output power (P,) 2c wat t s

S p e c i f i c impulse (Isp) 230 1 bf - s ec / 1 bm Tota l impulse ( I T = Isp x WTpR) Imaging experiment reso lu t ion (PPL) E32 p i x e l s pe r .1

11?14 lbf -sec

Number of launches (NL) 1 Number of f l i g h t spacecraf t (NS) 1

Date of f i r s t launch (LD1) 11/3/73

Date of m i s s i o n termination (MT) 4/13/74 (shut-down of f i n a l S/C)

Time f a c t o r (T = LD1 - August 1960) 13.24year-

Cruise t i m e (CT = MT -LD1) Experiment and data playback time (EPT) ( t o t a l f o r a l l S/C i n mission)

1 9 2 days 41 days

Hourly labor rate WAGE = exp ( 0 . 0 4 4 ~ - 1.25) = 7 * c 0 dol la rs /hour

where: y = median year of program funding minus 1900

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COST MODEL WORK SHEET (1 of 3)

For Mariner 1973 Program

Science

NRS = 0.1 PPL + 1.8 WTS + 234.2 =

RS = 0.182 NRs (NS)

DLHs = NRs + RS

S t ruc ture

Propulsion .359 NRp = 3.51 ( I T )

R p = 0.149 NRp (NS)

DLHp = NRp + Rp

. 620.2

112.9

7 3 3 . 1

592.9

58.1

102.0

15.2

1 1 7 . 2

Elec t r ica l Power

Solar: NREp = 0.21 Po + 0.23 WTEp + 55.3 = 174.3

--_--_ - RTG: NREP = 1.57 Po + 0.9 WTEp - REp = 0.154 NREp (NS) - - 26.8

D L H = NREP + REP - - 201.1

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COST MODEL WORKSHEET (2 of 3)

Communications

NRc = 16.9 PT + 4.2WTC - 37.1 =

- - RC = 0.183 NRc (NS)

DLHC = NRc + RC - -

Guidance & Control

3-Axis Flyby o r Orbiter: NRGC = 428.9 exp (4 x loo5 WTToT)

NRGc = 1079.0 exp (4 x l0-%TToT) 3-Axis Lander:

Spin Flyby o r Orbiter: NRGC = 84.0 exp (4 x lom5 WTToT)

T e s t & Q u a l i t y Assurance

DL%Q = NS * (127.5 + 8.9 x lom4 WTs:) =

Launch & F l i g h t Operations

DL%., = 95.7 NL + 0.4 CT + 2..7 EPT - 17.5 =

Ground Equipment

DLHm = 4.29 PPL (WTsT) 0

TL Sub t o ta 1 10

C DLH = 1

I I T R E S E A R C H I N S T I T U T E

909.9

165.5

1076.4

448.1

56.7

504.9

219.8

315.8

255.7

324.2 ~-

4693.2

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COST MODEL WORKSHEET (3 of 3)

Svstems Analysis & Engineering lo

= 0.353 WTDRy + 0.067 ( C DLH) - 467.8 = DLHsE 215.5

( i f D L H ~ ~ 0.0, se t DLHSE = 0.0)

Subto ta l 11 C DLH =

Program Management ll

DLHpM = 0,051 ( E DLH)

Total Program Direct Labor Hours

DL%oT - - 5 1 5 ~ . 0 thousand hours

1

4909.7

25c.3

-++e- A.E.C. = Costs 1 . 7 Pu - 265.7 In T + 1059.0 =

N R ~ ~ ~ %TG = (0.6 Pu + 0.04 %TG - 5.9)NU =

Adjusted Total DLH - - D L H T ~ ~ = D L H T o ~ + %TG + RRTG 1

Tota l Program Cost < _1 = $ 120,377 (x1000) COST = DL%T (WAGE)

0.3

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Page 113: Technical Memorandum - NASA · ~ communications , and guidance and control) ; and six support function categories (assembly and integration, test and quality assurance, launch and

COST MODEL INPUT PREPARATION SHEET

For Program

Spacecraft Subsystem Weights

Science (WTs) pounds

Structure (WTsT)

Propuls ion, dry*

Electrical Power (WTEp) (do not include RTG weight)

Communications (WTC)

Guidance & Control*

Total, dry (WTDRy)

P,ropellant (WTpR)

Total, w e t (WTmT)

* not individually required by model

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COST MODEL INPUT PREPARATION SHEET

Other Parameters

Tota l S/C conditioned power (Po) ( so l a r power a t 1 AU) (RTG power a t BOL)

Unit RTG power a t BOL (P,) Number of RTG u n i t s purchased (NU) Transmitter peak RF output power (P,)

wat ts

w a t t s

watts

Spec i f ic impulse (Isp) 1 b - s e c / 1 bm lbf-sec

p i x e l s pe r l i n e T o t a l impulse ( I T = Isp x WTpR) Imaging experiment resolut ion (PPL) Number of launches (NL) Number of f l i g h t spacecraf t (NS)

Date of f i r s t launch (LD1) Time f ac to r (T = LD1 - August 1960) years

Date of mission termination (MT) (shut-down o f f i n a l S/C)

Cruise t i m e (CT = MT -LD1) days

Experiment and data playback time (EPT) h Y S ( t o t a l f o r a l l S/C i n mission)

Hourly labor ra te WAGE = exp ( 0 . 0 4 4 ~ - 1.25) = d o l l a r s /hour

where: y = median year of program funding minus 1900

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COST MODEL WORK SHEET ( 1 of 3)

For Program

Science

NRs = 0.1 PPL + 1.8 WTS + 234.2 =

- - RS = 0.182 NRs (NS)

DL% NRs + RS

St ruc tu re

NRST = 1.18 WTST + 50.1

Propulsion NRp = 3.51 (IT) . 359

Rp = 0.149 NRp (NS)

DLIEp = NRp + Rp

Electrical Power

Solar : qp = 0.21 Po + 0.23 WTEp + 55.3 =

- RTG: q p = 1.57 Po + 0.9 WTEp - REP = 0.154 NREp (NS) DLH %p + REP -

- - -

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COST MODEL WORKSHEET (2 of 3)

Communications

NRc = 16.9 PT + 4.2 WTC 0 37.1 =

- - RC = 0.183 NRc (NS)

DLHc = NRc + RC

Guidance & Control

3-Axis Flyby o r Orbi ter : - - NRGC = 428.9 exp (4 x l o w 5 WTTOT)

NRGc = 1079.0 exp (4 x l0-%TToT)

NRGC = 84.0 exp (4 x l o g 5 WTToT)

3-Axis Lander: - -

Spin Flyby o r Orbi te r : - -

RGC = 0,122 NRGC (NS)

DLHGc = MGC + RGC

Assembly & In t eg ra t ion

DLHAI = 64,O NS + 0 . 4 (WTDRy - WTsT)

T e s t & Q u a l i t y Assurance

DLHTQ = NS * (127.5 + 8.9 x l o w 4 WTsT2) =

Launch & F l i g h t Operations --- DLHLF = 95.7

Ground Equipment

NL + 0.4 CT + 2.7 EPT - 17.5 =

D L H ~ ~ - - 4.29 PPL (WTsT) -

T2

C DLH 1 I I T R E S E A R C H I N S T I T U T E

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COST MODEL WORKSHEET (3 of 3)

Systems Analysis & Engineering 10

DL%E = 0.353 WTDRy + 0.067 ( C DLH) 0 467.8 =

(if DL%E 0.0, set DLHsE = 0.0)

Sub t o ta 1 11 C DLH =

Program Management 11

DLHpM = 0.051 (C DLH) e

Tota l Program Direct Labor Hours

thousand hours - DL%OT -

R T G ' s yes 0 h/

no

A.E.C. Costs %TG = 1.7 Pu - 265.7 In T + 1059.0 =

Adjusted T o t a l DLH

D L H T ~ ~ = D L % ~ + %TG + %TG t/ T o t a l Program Cost <

= $ (x1000) (WAGE) COST = DL%OT 0.3

I I T R E S E A R C H I N S T I T U T E

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