allocation: A survey

allocation: A survey

Microclec iron. R eliab., Vol. 26, No. 6, pp. 1121- I 129, 1986. Printed in Great Britain. 0026--2714/8653.00 + .00 © 1986 Pergamon Journals Ltd, RE...

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Microclec iron. R eliab., Vol. 26, No. 6, pp. 1121- I 129, 1986. Printed in Great Britain.

0026--2714/8653.00 + .00 © 1986 Pergamon Journals Ltd,

RELIABILITY APPORTIONHENT/ALLOCATION: A SURVEY BALBIR S. DHILLON DeparUnent of Mechanical E n s i n e e r l n g , U n i v e r s i t y of Ottawa, Ottawa, O n t a r i o , Canada KIN 6N5 (Received f o r p u b l l c a c l o n 7 August 1986)

Abstract Thts paper presents a brtef introduction and an extensive 11st of selective references on r e l i a b i l i t y apportionment~allocation.

INTRODUCTION

The r e l i a b i l i t y

apporttonmnt/allocatton ts an Important cowonent of

r e l l e b t 1 | W engtneer|ng.

Usually, t t t s

reliability

of a system.

More s p e c i f i c a l l y , once the overall system

reliability

quantitative requirements are specified, the next logtcal step ts

to allocate the specified r e l i a b i l i t y development stage. rellabfllty

practiced to met the specified

to |ts subsystem or components at the

Thts way t f the subsystem* or components' allocated

requirements are f u l f i l l e d then the overall specified system

r e l i a b i l i t y w t l l automatically be achieved.

There are several r e l i a b i l i t y

approaches available tn the published l i t e r a t u r e to allocate specified system r e ] t a b t l t t ~ to 1is subsystem or components. reliability

The sertous thtnktng on

allocation appears to have been started tn the 1950's.

I t was tn

1956, when a r e l l a b t 1 1 ~ allocation method appeared tn the Electronic Applications Revtew [31]. allocation method.

Thts was probably the f t r s t Important r e l l a b t l l t #

Another Important method appeared tn the Advtsory Group

on Re1|ablltty of Electronic Equipment (AGREE) report tn 1957 [103].

Stnce

1957 severe1 other r e l i a b i l i t y allocation methods have appeared tn the documented l i t e r a t u r e .

Hany of the Important techniques are described tn

data11 tn references [26, 29, 61, 118, 120]. The r e l i a b i l i t y allocation may be described as the process of assigning r e l i a b i l i t y

requirements to system components to achteve the

overall specified r e l l a b f l l t y of the system tn question.

Some of the

advantages of rellabt]tt;y allocation/apportionment are as follows [26, 27]: 1121

1122

B.S. DHILLON

i) ii)

I t leads to better design, manufacturing methods and so on I t serves as a useful tool for the prime contractor's management to evaluate r e l i a b i l i t y achievements of i t s concerned subcontractors.

Ill)

I t forces the designer to consider r e l i a b l l i t y on an equal basis with other system parameters

Iv)

I t specifies required r e l l a b i l l t y to subcontractors for their

subsystems. v)

I t forces the designer to understand and develop relationships among the r e l t a b t l t t t e s of component, subsystem, and system.

Over sixty percent of references cited in this paper were taken from the Journals and conference proceedings listed in Table 1.

Table I : Number

Sources of Journal and Conference Proceedings references. Sources

i.

Mlcroelectronlcs and R e l i a b i l i t y

Z.

IEEE Transactions on Reliability

3.

Proceedings - Annals of Reliability and Maintainability Conference, U.S.A.

4.

Automatic Control and Computer Sciences.

5.

Operations Research.

6.

Naval Research Logistic Quarterly.

7.

Machine Design.

8.

Proceedings of the Nattonal Symposium on Reliability and Qualtl~y Control, U.S.A.

9.

IEEE Transactions on Aerospace and Electronic Systems.

i0.

Quality and R e l t a b l l t ~ Journal, India.

11.

Proceedings of Reliability and Fault Tree Analysis, Published by Society of Industrial and Applted Mathematics (SIAM), U.S.A.

12.

Proceedings of IEEE International Symposium on Circuits and Systems, Koyoto, Japan.

13.

Electronic Applications Review.

14,

INFOR

15.

Proceedings of the Hawaii International Conference on Systems Science.

16.

Systems Computer Controls.

17.

IEEE Transactions on Power Apparatus and Systems.

Reliability apportionment/allocation

1123

Number

Sources

18.

R e ] t a b t ] t ~ Engineering.

19.

Proceedings of the Annual R e l i a b i ] ] ~ and Maintainability Symostum, U.S.A.

20.

Aerospace Re]tabt]tty and Maintatnabt]tty Conference, U.S.A.

21.

Ketet-Kagaku (Japanese).

22.

E]ectrtca] Engineering tn Japan.

23.

Internationa] Journal of Mathematics, Education, Science and Techno]ogy.

24.

European Journal of Operational Research.

25.

Internattona] Journal of Production Research.

26.

Journa] of the Structural Division, Amertcan Soctet¥ of Ctvt| Engineers (ASCE).

27.

Journa] of Hechantsm, Transmissions, and Autometton tn Design.

The selective references 11sted tn thts paper can be classified |nto ftve dtsttnct categories. reports and theses.

These are books, Journals, conference proceedings,

All the references 11sted [1-121] are dtrectly or

I n d i r e c t l y related to r e l i a b i l i t y

a11ocatton/apport|onment.

The pertod

covered ts from ntneteen f t f t # stx to ntneteen etght~ five.

REFERENCES

1.

R.A. Agarwala, K.K. Agganwal, "A Graphical Method for Opttml R e l i a b i l i t y AllocatJon", Mtcroelectrontcs and ReltabJ11ty, Vol. 23, No. 2, 1983, pp. 373-377.

2.

K.K. Aggarwa3, "MJnJmumCost System wJth Specified R e l t a b t l J t y ' . IEEE TransactJons on RellabtlJty, Vol. R-26, No. 3, Aug. 1977, pp. 166-167.

3.

K.K. Aggar~al, "Opttmum Redundancy A]locstton tn Non Series-Parallel Systems By Using Boo]ean Dtfferences', IEEE Transactions on R e l t a b t ] t t y , Vol. R-Z8, No. 1, Aprt] 1979, pp. 79-80.

4.

G.H. Alnly, "A]locat|on, Assessment and Demonstretton of System MTTR', Proceedings - Annals of R e l i a b i l i t y and Ma|ntatnabtltt~y, Vo]. 1U, June 1971, pp. 172-177.

5.

B.L. Amstadter, R e l t a b | l l t y Mathematics, Fundamenta]s, Practices, Procedures, McGraw-HIll Book Company, New York, 1971, pp. 193-219.

6.

Y.K. Apraksln, V.V. Ktryuktn, "Allocat|on of R e l i a b i l i t y Norm Among the Untts of A System", Automatic Contro] and Coq)uter Sciences, Vo]. 10, No. 1, 1976, pp. 25-29.

7.

J.E. Arsenault, J.A. Roberts, eds., R e ] l a b i l i t y and Matntatnabt11~ of Electron|c Systems, Computer Sctence Press, Potomac, M.D., 1980, pp. 396-402.

1124

B.S. DHILLON

8.

E.K. Bair, Turbopu~ Part Reliability Allocation, Aerojet-Genera] Corp., Sacramento, California, Sept. 1971, U.S.A.

9.

H.J. Bajaria, Integration of Reliability, Maintainability and Quality Parameters in Design, Society of Automotive Engineers, Warrendale, PA, 1983, U.S.A.

10.

H.S. Balaban, H.R. deffers, D.D. Baechler, The Allocation of System Reliability, ARINC Research Corp. Publication, No. 152-2-274, Nov. 1961, U.S.A.

11.

S.K. Banerjee, K. Rajamani, S.S. Deshpande, "Optimal Redundancy Allocation for Non Series-Parallel Networks", IEEE Transactions on Reliability, Vol. R-25, No. 2, June 1976, pp. 115-118.

12.

R.E. Barlow, F. Proschan, Statistical Theory of Rellablllty and Life Testing - Probability ~W)dels, Holt Rinehart and Winston, New York, 1975, pp. 209-225.

13.

B. Bartholomew, H. Hunt, "The Assessment and Allocation of R e l i a b i l i t y and Maintainability Parameters to Mass Transit Operations", Mlcroelectronics and R e l i a b i l i t y , Vol. 17, 1978, pp. 137-142.

14.

R. Bellman, S. Dreyfus, "Dynamic Programming and the Reliability of Multlcomponent Devices', Operations Research, 1958, pp. 200-206.

15.

M. Blitz, "Optimum Allocation of a Spares Budget', Naval Research Logistic Quarterly, Voi. 10, June 1963, pp. 175-191.

16.

L.D. Bodin, "Optimization Procedure for the Analysis of Coherent Structures', IEEE Transactions on Reliability, Vol. R-18, No. 3, Aug. 1969, pp. 118-126.

17.

V.J. Bracha, The Methods of Rellabillty Engineering, Machine Design, Vol. 36, No. 18, June 30, 1964.

18.

T.A. Bray, F. Proschan, Optimum Redundancy Under Multiple Constraints, Operations Research, Vol. 13, 1965, pp. 800-814.

19.

A.M. Breipohl, "A Unique Allocation of Required Component R e l i a b i l i t y ' , Proceedings - Seventh National Symposium on Reliability & Quality Control in Electronics, Jan 1961, pp. 189-202, U.S.A.

20.

G.R. Burdick, D.M. Rasmuson, S.L. Derby, "A Risk-Based Approach to Advanced Reactor Design", IEEE Transactions on Reliability, Vol. R-26, No. 3, Aug. 1977, pp. 118-202.

21.

J.S. Chipchak, "A Practical Method of Maintainability Allocation", IEEE Transactions on Aerospace and Electronic Systems, Vol. AES-7, No. 4, July Ig71, pp. 585-589.

Z2.

T.D. Cox, A Comparative Study in the R e l i a b i l i t y Allocation Process, Master's Thesis, Texas A and M University, College Station, Texas, May 1972, U.S.A.

23.

R.A. Davldson, The Use of Lagranglan Multipliers for Optimum Reliability Allocation, Master's Thesis, Texas A and M University College Station, Texas, Feb. 1972, U.S.A.

24.

N.K. Debnath, "Reliability Allocation for Electronic Systems', Quality and Reliability Journal, Vol. 3, Sept. 1976, pp. 125-128.

25.

C. Derman, G.J. Lleberman, S.M. Ross, "Optimal Allocation of Resources in Systems', in Reliability and Fault Tree Analysis, SIAM, Philadelphia, 1975, pp. 307-324, U.S.A.

26.

B.S. Dhillon, "On System R e l i a b i l i t y Allocation Methods", Proceedings of IEEE International Symposium on Circuits and Systems, Koyoto, Japan, 1985, pp. 973-974.

27.

B.S. Dhtllon, Quali~ Control, R e l i a b i l i t y and Engineering Design, Marcel Dekker, New York, 1985, pp. 148-153.

Reliability apportionment/allocation 28.

B.S. Dhtllon, R e l i a b i l i t y Engineering In System Design and Operation, Van Nostrand Retnhold Company, New York, 1973, pp. 117-119.

29.

8.S. Dhtllon, System R e l i a b i l i t y , Maintainability and Management, Petrocellt Books, New York, 1983, pp. 239-254.

30.

B.S. Dhtllon, C. Stngh, Engineering Reliability: New Techniques and Applications, John Niley and Sons, New York, 1981, pp. 43-47.

31.

Electronic Industries Association, Determination of Permissible Component Part Failure Rates, Electronic Applications Review, Vol. 4, 1956, pp. 10-12.

32.

E. E1-Newetht, F. Proschan, d. Sethuraman, Optimal Allocation of Components in Parallel-Series and Series-Parallel Systems, Dept. of Statistics, Florida State University, Nov. 1984, U.S.A.

33.

Engineering Design Handbook: Development Guide for R e l i a b i l i t y , Part I I : Design for R e l i a b i l i t y , AHCP 706-796, Jan. 1976, Available from National Technical Information Service (NTIS), Springfield, VA, U.S.A.

34.

H. Everett, "Generalized Lagrange Multiplier Method for Solving Problems of Optional Allocation of Resources", Operations Research, 1963, pp. 399-417.

35.

L.T. Fan, C.L. Hwang, F.A. Tillman, C.S. Wong, Optimization of Systems R e l i a b i l i t y , IEEE Transactions on R e l i a b i l i t y , Vol. 16, No. 2, September 1967.

36.

A.J. Federowtcz, M. Mazumdar, Use of Geometric Programming to Maximize Reliability Achieved by Redundancy, Operations Research, Vol. 16, 1968, pp. 948-954.

37.

J.W. Foster, D.T. Phillips, R e l i a b i l i t y , Availability and Maintainability, M/A Press, Beaverton, Oregon, 1981, pp. 47-61, U.S.A.

38.

H.E. Frederick, "A Reliability Allocation Technique", Proceedings Fourth Nattonal Symposium on Reliability and Quality Control, 1958, pp. 314-317.

39.

K.T. Fung, A Philosophy for Allocating Component Reliabilittes in a Network, IEEE Transactions on R e l i a b i l i t y , Vol. R-34, 1985, pp. 161-153.

40.

K.T. Fung, C.H. Lam, The Database Entropy Concept and Its Application to the Data Allocation Problem, INFOR, Vol. 18, 1980, pp. 354-363.

41.

D.E. Fyffe, W.W. Hynes, N.K. Lee, "System Reliability Allocation and a Computational Algorithm", IEEE Transactions on Reliability, Vol. R-17, No. 2, dune 1968, pp. 64-69.

42.

M. Gen, K.N. Hyun, H. Okuno, "Optimization of the Redundant Allocation in a System with Several Failure Modes By Zero-One Programming', Proceedings - 7th Hawaii International Conference on System Science, Honolulu, dan. 1974, pp. 189-1gi, U.S.A.

43.

H. Gen, M. Sasakl, "Optimal Allocation of System Availability', Systems Computers Controls, Vol. 6, No. I, 1975, pp. 9-16.

44.

E. Ghannoum, "Probablllstlc Design of Transmission Lines, Part II: Design Criteria Corresponding to a Target Reliability", IEEE Transactions on Power Apparatus and Systems, Vol. PAS-I02, No. 9, Sept. 1983, pp. 3065-3071.

45.

P.M. Ghare, R.E. Taylor, Opttml Redundancy for Reliability in Series System, Operations Research, Vol. 18, 1970, pp. 838-847.

46.

K. Gopal, K.K. Aggarwal, J.S. Gupta, "A New Approach to Optimal Redundancy Allocation for Complex Networks', Microelectronics and R e l i a b i l i t y , Vol. 19, 1979, pp. 387-390.

47.

K. Gopal, J.B. Hudgal, "A Heuristic Method for_Opt!~m Redundancy Allocation in Non-Coherent Systems', Mtcroemectronlcs ann Kellaolmtty, Vol. 24, No. 3, 1984, pp. 401-405.

1125

B.S. DHILLON

1126

48.

H.M. Gordy, R.H. VLvers, K.L. Wong, Reliability Engineering for E1ectronlc Systems, John Wiley & Sons, Inc., New York, 1964.

49.

K.K. Govil, "Geometric Programming Method for Optimal Reliability Allocatlon for a Series System Subject to Cost Contraint", Microelectronics and Reliabllity, Vol. 23, No. 5, 1983, pp. 783-784.

50.

K.K. Govil, "Selection Factor Algorithm For Reliability and Maintainability Tradeoff to Optimize Availability Allocation Subject to Cost Constraint", Microelectronics and Reliability, Vol. 24, No. 3, 1984, pp. 411-423.

51.

K.K. Govil, "Simplified Algorithm For Optimum Availability Allocation and Redundancy Optimization Subject to Cost Constraint", Microelectronics and Reliability, Vol. 24, No. 5, 1984, pp. 935-938.

52.

K.K. Govil, R.A. Agarwala, "Lagrange Multiplier Method for Optimal Reliability Allocation in a Series System", Reliability Engineering, Vol. 6, 1983, pp. 181-190.

53.

M.J. Haire, J.G. Maltese, R.G. Sohmer, "A System Availability 'Top-Down' Apportionment Method", Proceedings - Annual Reliability and Maintainability Symposium, 1985, pp. 306-314, U.S.A.

54.

Handbook of Reliability Engineering, NAVWEPS00-65-502, Directorate of the Chief of the Bureau of Naval Weapons, Washington, DC, 1964, pp. 2.19-2.35.

55.

H. Hecht, J.J. S t i f f l e r , Redundancy Allocation in the Fault Tolerant Spaceborne Con~uter, IEEE Symposium on Fault Tolerant Computing, 1978, pp. ig7.

56.

J.T. Hinely, Jr., B.J. Shelley, "Method of Allocating Reliability Goals to Aircraft Subsystems and Components", Aerospace Reliability and Maintainability Conference, 1963, pp. 1-9, U.S.A.

57.

K.N. Hyun, H. Okuno, "Optimization of the Redundant Allocation and Selection Problems in a Systems Reliability", Keiei-Kagaku, Vol. 18, 1974, pp. 132-147. Available from the Operations Research Society of Japan.

58.

T. Inagaki, K. Inoue, H. Akashi, "Interactive Optimization of System Reliability Under Multiple Objectives", IEEE Transactions on Reliability, Vol. R-27, No. 4, Oct. 1978, pp. 264-267.

59.

T. Inagaki, K. Inoue, H. Akashi, "Optimal Reliability Allocation Under Preventive Maintenance Schedule", IEEE Transactions on Reliability, Vol. R-27, No. 1, April 1978, pp. 39-40.

60.

W.G. Ireson, Editor, Reliability Handbook, McGraw-Hill, New York, 1966.

61.

K.C. Kapur, L.R. Lamberson, Reliability in Engineering Design, John Wiley & Sons, New York, 1977, pp. 405-411.

62.

D.B. Kececioglu, L.B. Chester, Modern Methodology of Designing Target Reliability Into Rotating Mechanical Components, Arizona University, Tucson, Jan. 1972, U.S.A.

63.

J.D. Kettelle, "Least Cost A11ocations of Reliabillty Investment", Operations Research, Vo1. 10, No. 2, 1962, pp. 249-265.

64.

J.M. Kontoleon, "Optimum A11ocation of Components in a Special 2-Port Network", IEEE Transactions on Reliability, Vo1. R-27, No. 2, June 1978, pp. 112-115.

65.

J.M. Kontoleon, "Optimal A11ocation of Non-ldenticle Components in a Speclal 2-Port Netwrok", IEEE Transactions on Reliabillty, Voi. R-30, No. 1, April 1981, pp. 74.

66.

8.K. Larabert, A.G. Walvekar, J.P. Hirmas, "Optimal Redundancy and Availability Allocation in Multistage Systems", IEEE Transactions on R e l i a b i l i t y , Vol. R-20, No. 3, Aug. 1971, pp. 182-185.

Reliability apportionment/allocation 67.

K.P. LaSala, A.I. Slegel, C. Sontz, "A11ocatlon of Man-Machlne Rellability', Proceedings - Annual Rellability and Malntalnablllty Symposium, 1976, pp. 4-10, U.S.A.

68.

N.K. Lee, "The Development of A11ocation Methodology for System Reliability Requirements', Ph.D. dissertation, Georgia Institute of Technology, Atlanta, Aug. 1966, U.S.A.

69.

B.P. Lientz, "A Stochastic Method of Allocation of Components to Maximize Reliabillty', IEEE Transactions on Rellabllity, Vol. R-23, No. 2, dune 1974, pp. 91-97.

70.

D.K. Lloyd, M. Lipow, Reliability Management, Methods and Mathematics, Prentice-Hall, Englewood C11ffs, 1962, pp. 25-27, 65-67, 267-270.

71.

H.A. Malec, "Reliabillty Optimization in Telephone Switching Systems Design", IEEE Transactions on Reliability, Vol. R-26, No. 3, Aug. 1977, pp. 203-208.

72.

A.S. Manne, "A Target Assignment Problem', Operations Research, Vo1. 6, No. 3, May-dune 1958, pp. 345-351.

73.

F.E. Marsh, Inherent Reliability Design Practlces, Rellabillty Apportionment, Rellabillty Control in Aerospace Equipment Development, Publlshed by Soc. of Automotive Engineers, Technology Progress Seminars, 38, 1963, U.S.A.

74.

T. Matsuzaka, "Optimum Redundancy Assignment of Supervisory Control Systems in Power Systems", Electrical Engineering in Japan, Vo1. 97, No. 4, 1977, pp. 83-90.

75.

L.D. Maxim, "Allocatlon of Test Effort for Minimum Variance of R e l l a b i l i t y ' , IEEE Transactions on Reliablllty, Vo1. R-26, No. 2, June 1977, pp. 111-115.

76.

R.H. McNichols, G.H. Messer, "A Cost-Based Availability Allocation Algorithm', IEEE Transaction on Reliability, Vol. R-20, No. 3, AUg. 1971, pp. 178-182.

77.

W.S. Metsel, "Optimal Allocation of Redundancy in a Modular High Redundancy System", Proceedings - Hawaii International Conference on Systems Science, Honolulu, Jan. 1968, pp. 388-390.

78.

M. Messinger, "Techniques for Optimum Spares Allocation: A Tutorial Review", IEEE Transactions on Reliability, Vol. R-19, No. 4, Nov. 197U, pp. 156-166.

79.

L.G. Miller, Preliminary Reliability Allocation and Estimation, Brayton Isotope Power System, Report 76-311851, Airesearch Manufacturing Company of Arizona, Phoenix, June 1976, U.S.A.

80.

K.B. Misra, "A Fast Method for Redundancy Allocation", Mlcroe|ectrontcs and Reliability, Vol. 12, 1973, pp. 385-387.

81.

K.B. Misra, "A Method of Redundancy Allocation", Microelectrontcs and R e l i a b i l i t y , Vol. 12, 1973, pp. 389-393.

82.

K.B. Mlsra, "Dynamic Programming Formulation of Redundancy Allocation Problem", International Journal of Mathematics, Education Science, Technology, Vol. 2, July-Sept. 1971, pp. 207-215.

83.

K.B. Misra, C.E. Carter, "Redundancy Allocations in a System with Many Stages', Microelectronics and Reliability, Vo]. 12, 1973, pp. 223-228.

84.

K.B. Mtsra, J. Sharma, "Reliability Optimization of a System By ZeroOne Programming", Microelectronics and Reliability, Vol. 12, 1973, pp. 229-233.

85.

K.B. Misra, d. Sharma, "Reliability Optimization with Integer Constraint Coefficients', Microelectronlcs and Reliability, Vol. 12, 1973, pp. 431-433.

86.

K. Mizukemi, "Optimum Redundancy for Maximum System Reliability by the Method of Convex and Integer Programming", Operations Research, Vol. 16, 1968, pp. 392-406.

1127

1128

B.S.

DH]LL{}~

87.

G.J. Mroz, E.A. Yerman, Reliability Apportionment and Optimization Techniques, Autonetics, II~-31-024-43-0RA-10, April 20, 1963, U.S.A.

88.

V.D. Murty, K.B. Misra, "A New Heuristic Approach for Redundancy Optimization Problem", Microelectronics and Reliability, Vol. 24, No. 6, 1984, pp. 1013-1017.

89.

R.H. Myers, K.L. Wong, H.M. Go~ eds., Reliability Engineering for Electronic Systems, John Wiley & Sons, New York, 1964, pp. 61-76.

90.

Y. Nakagawa, N. Nakashima, "A Heuristic Method for Determining Optimal Reliability Allocation", IEEE Transactions on Reliability, Vol. R-26, No. 3, Aug. 1977, pp. 156-161.

91.

Y. Nakagawa, K. Nakashima, Y. Hattori, "Optimal Reliability Allocation by Branch-and-Bound Technique", IEEE Transactions on Reliability, Vol. R-27, No. 1, April 1978, pp. 31-38.

92.

G.E. Neuner, R.N. Miller, "Resource Allocation for Maximal Reliabilty", Proceedings of the Annual Symposium on Reliability, 1966, pp. 332-346, U.S.A.

93.

P.D.T. O'Connor, Practical Reliability Engineering, Heyden & Son, London, 1981, pp. 124.

94.

J.D. Patton Jr., Maintainability and Maintenance Management, Instrument Society of America, Research Triangle Park, N.C., 1980, pp. 151-158, U.S,A.

95.

J.R. Penland, "A Formulation for Risk Assessment and A11ocatlon", Proceedings - Annual Reliability and Maintainability Symposium, 1975, pp. I-5, U.S.A.

96.

O.T. Perry, "A Statistical Approach to Maintainability Allocation", Proceedings - Annals of Reliability and Maintainability, Vol. 10, 1971, pp. 164-167, U.S.A.

97.

R. Petrovic, A. Senborn, M. Vujosevic, "Spares Allocation in the Presence of Uncertainty", European Journal of Operational Research, Vol. 11, 1982, pp. 77-81.

98.

Assurance, AMCP702-3, U.S. Arnly Material Command, Available Vuality rom National Technical Information Service, Springfield, VA, Oct. 1968, pp.

99.

4.8 - 4.11.

J.G. Rau, Optimization and Probability in Systems Engineering, Van Nostrand Reinhold Company, New York, 1970, pp. 128-135, 177-183.

100.

Rellabillty Engineering Handbook, NAVAIR 00-65-502, Naval Air Systems Command, US Government Printing Office, Washington, DC., 1965.

101 •

Reliability Manual, Report No. 02-3246, Boeing Aircraft Company, U.S.A., Nove~er 24, 1960, U.S.A.

102.

Reliability Engineering Training Course Manual, Douglas Report SM-48915, Missile and Space System Division, Douglas Aircraft Company, Santa Monica, CA, July 1965, pp. 43-45, U.S.A.

103.

Reliability of M i l i t a ~ Electronic Equipment, AGREE report, Office of the Assistant Secretary of Defense, Washington, D.C., 1957, pp. 52-57.

104.

M. Sakawa, "Multiobjective Optimization by the Surrogate Worth Trade-Off Method", IEEE Transactions on Reliability, Vol. R-27, No. 5, Dec. 1978, pp. 311-314.

105.

G.H. Sandler, System Reliability Engineering, Prentice-Hall, Englewood Cliffs, N.J., 1963, pp. 162-177, 192-207.

106.

M. Sasaki "An Easy Allotment Method Achieving Maximum System Rellability", Proceedings - Ninth National Symposium on Reliability and Quality Control, 1963, pp. I09-124, U.S.A.

Reliability apportionment/allocation 107.

R. Sasakt, S. Shtngai, K. Onodera, "Two Level Allocation Method of System R e l i a b i l i t y " , Proceedings - Annual R e l i a b i l i t y and Matntatnabtltt;y Symposium, 1983, pp. 78-83, U.S.A.

108.

L. Shaw, S.G. Stnkar, "Redundant Spares Allocation to Reduce R e l l a b i l i ~ Costs", Naval Research Logistics Quarterly, Vol. 23, No. 2, June 1976, pp. 179-194.

log.

C. Stngh, R. B t l l i n t o n , System R e l i a b i l i t y Modelling and Evaluation, Hutchinson and Company, London, 1977, pp. 4-5.

110.

C.O. Smith, Introduction to Reliability In Design, McGraw-Hill Book Company, New York, 1976, pp. 181-195.

111.

D.O. Smith, R e l i a b i l i t y and Maintainability in Perspective, The MacMillan Press, London, 1981, pp. 31-33, 170.

llZ.

I.M. Sot, K.K. Aggarwal, "On Formulation of a Reliable Cost Allocation Strategy in Centralized Con~outer Networks", Mlcroelectrontcs and R e l i a b i l i t y , Vol. 20, 1980, pp. 665-671.

113.

W.Z. Spivey, "Comparison of Reliability Allocation Optimization Methods, ~ster's Thesis, Dept. No. GRE/EE/69-2, Air Force Institute of Technology, Wright-Patterson Air Force Base, Ohio, December 1969, U.S.A.

114.

R.E. T~ylor, Opttml Resource Allocation for R e l i a b i l i t y tn Series Systems, Ph.D. dissertation, Vlrgtnta Polytechnic I n s t i t u t e , 1970, U.S.A.

115.

E.A. Ttmsans, R.J. McNtchols, S.L. Berry, " A v a i l a b i l i t y Allocation Using a Family of Ityperboltc Cost Functions", IEEE Transactions on R e l i a b l l t t # , Vo]. R-24, No. 5, Dec. 1975, pp. 333-335.

116.

d. Todorovtc, O. Zelenovtc, "An Approach to the Allocation of Nechanlcal System's R e ] l a b i l i t y - EFTS Method", International Journal of Production Research, Vol. 18, No. 2, 1974, pp. 169-177.

117.

O. Veneztano, R. Melt, M. Rodrlguez, "Proof Loading for Target R e l i a b i l i t y " , Journal of the Structural Division, ASCE, Vol. 104, No. STI, Jan. 1978, pp. 79-93, U.S.A.

118.

W.H. VonAlven, R e l i a b i l i t y Engineering, Prentice-Hall, Englewood C l t f f s , N.J., 1964, pp. 189-192.

119.

S.H. Wang, K.M. Ragsde11, "Optimal Allocation of Antenna Structural Tolerances Based on Reltabtltl~y", Journal of Hechantsms, Transmissions, and Automation in Design, Vol. 105, Sept. 1983, pp. 415-424.

120.

D.L. Williams, R.J. NcNtchols, A Comparative Analysis of Various R e l i a b i l i t y Allocation Techniques, ArW Material Command, Texarkana, Texas, 1973, U.S.A.

IZl.

C.F. Woodhouse, "Optimal Redundancy Allocation by Dynamic Programming", ]EEE Transactions on R e l i a b i l i t y , Feb. 1972, pp. 60-62.

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