Reliability and maintainability allocation to minimize total cost of ownership in a series-parallel system

Allocation of system level requirements is most effective when performed early in the system's design phase. This holds especially true for two critical and fundamental design characteristics: reliability and maintainability. Traditional reliability allocation models are developed to either maximize system reliability under a cost constraint or minimize cost subject to a system-level, target reliability constraint. Cost, in these traditional allocation models, is represented solely by unit cost. Unit cost, by itself, is an inadequate measure of a system's operational effectiveness. In fact, the underlying economic metric used to properly describe the operational effectiveness of a system is total cost of ownership (TCO). TCO includes not only the upstream unit cost but the downstream operations, maintenance, and support costs. In this paper, new allocation models are developed based on TCO that simultaneously allocate both reliability and maintainability for a series-parallel system subject to meeting a system-level availability target. A non-linear representation of a mathematical model is defined that simultaneously allocates both system-level reliability and maintainability targets in a manner that minimizes TCO. This non-linear model is then transformed into a surrogate linear model that can be solved using existing commercial software. Examples are then discussed to illustrate the solution procedure and to show the sensitivity of allocation design decisions to fluctuations in economic factors such as discount rates, and design factors such as the life of the system.

[1]  Milind Dawande,et al.  Optimal Reliability Allocation with Discrete Cost-Reliability Data for Components , 1999, Oper. Res..

[2]  David G. Woodward,et al.  Life cycle costing—Theory, information acquisition and application , 1997 .

[3]  Zdenek Vintr,et al.  R&M requirements allocation in upgrading a system , 2001, Annual Reliability and Maintainability Symposium. 2001 Proceedings. International Symposium on Product Quality and Integrity (Cat. No.01CH37179).

[4]  Chengbin Chu,et al.  Reliability allocation through cost minimization , 2003, IEEE Trans. Reliab..

[5]  Mitsuo Gen,et al.  Soft computing approach for reliability optimization: State-of-the-art survey , 2006, Reliab. Eng. Syst. Saf..

[6]  Kátia Lucchesi Cavalca,et al.  Maintenance resources optimization applied to a manufacturing system , 2006, Reliab. Eng. Syst. Saf..

[7]  David W. Coit,et al.  Redundancy allocation for series-parallel systems using a max-min approach , 2004 .

[8]  John Crocker,et al.  Reliability, Maintenance and Logistic Support , 2000 .

[9]  P. B. Lakey,et al.  A customer-oriented approach to optimizing reliability-allocation within a set of weapon-system requirements , 1995, Annual Reliability and Maintainability Symposium 1995 Proceedings.

[10]  K. Misra Reliability Optimization of a Series-Parallel System , 1972 .

[11]  Y. Asiedu,et al.  Product life cycle cost analysis: State of the art review , 1998 .

[12]  HsiangLEE,et al.  COMPARISON OF MAX—MIN APPROACH AND NN METHOD FOR RELIABILITY OPTIMIZATION OF SERIES—PARALLEL SYSTEM , 2003 .

[13]  A Harding Reliability, Maintenance and Logistic Support: A Life Cycle Approach , 2002, J. Oper. Res. Soc..

[14]  Roy Billinton,et al.  Reliability evaluation of engineering systems : concepts and techniques , 1992 .

[15]  Adamantios Mettas,et al.  Reliability allocation and optimization for complex systems , 2000, Annual Reliability and Maintainability Symposium. 2000 Proceedings. International Symposium on Product Quality and Integrity (Cat. No.00CH37055).

[16]  D. W. Jacobson,et al.  Simultaneous allocation of reliability & redundancy using simplex search , 1996, Proceedings of 1996 Annual Reliability and Maintainability Symposium.

[17]  W. Kuo,et al.  Optimization limits in improving system reliability , 1990 .

[18]  Chengbin Chu,et al.  Reliability allocation problem in a series-parallel system , 2005, Reliab. Eng. Syst. Saf..

[19]  Dan M. Frangopol,et al.  Life-cycle reliability-based optimization of civil and aerospace structures , 2003 .

[20]  U. Dinesh Kumar,et al.  APPROXIMATE EXPRESSIONS FOR AVAILABILITY OF REPAIRABLE SERIES–PARALLEL STRUCTURES , 1999 .

[21]  Lev V. Utkin,et al.  Optimal reliability allocation of redundant units and repair facilities by arbitrary failure and repair distributions , 1995 .

[22]  David W. Coit,et al.  Reliability optimization of series-parallel systems using a genetic algorithm , 1996, IEEE Trans. Reliab..