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Michael Bartholomew-Biggs Bruce Christianson Ming Zuo 《Computational Optimization and Applications》2006,35(2):261-279
We deal with the problem of scheduling preventive maintenance (PM) for a system so that, over its operating life, we minimize
a performance function which reflects repair and replacement costs as well as the costs of the PM itself. It is assumed that
a hazard rate model is known which predicts the frequency of system failure as a function of age. It is also assumed that each PM produces
a step reduction in the effective age of the system.
We consider some variations and extensions of a PM scheduling approach proposed by Lin et al. [6]. In particular we consider
numerical algorithms which may be more appropriate for hazard rate models which are less simple than those used in [6] and
we introduce some constraints into the problem in order to avoid the possibility of spurious solutions. We also discuss the
use of automatic differentiation (AD) as a convenient tool for computing the gradients and Hessians that are needed by numerical
optimization methods.
The main contribution of the paper is a new problem formulation which allows the optimal number of occurrences of PM to be determined along with their optimal timings. This formulation involves the global minimization
of a non-smooth performance function. In our numerical tests this is done via the algorithm DIRECT proposed by Jones et al.
[19]. We show results for a number of examples, involving different hazard rate models, to give an indication of how PM schedules
can vary in response to changes in relative costs of maintenance, repair and replacement.
Part of this work was carried out while the first author was a Visiting Professor in the Department of Mechanical Engineering
at the University of Alberta in December 2003. 相似文献
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Optical matching layer structures in evanescent coupling photodiodes at a wavelength of 1.55μm: physics,design and simulation 下载免费PDF全文
We have studied the optical matching layers (OMLs) and external
quantum efficiency in the evanescent coupling photodiodes (ECPDs)
integrating a diluted waveguide as a fibre-to-waveguide coupler, by
using the semi-vectorial beam propagation method (BPM). The physical
basis of OML has been identified, thereby a general designing rule
of OML is developed in such a kind of photodiode. In addition, the
external quantum efficiency and the polarization sensitivity versus
the absorption and coupling length are analysed. With an optical
matching layer, the absorption medium with a length of 30μm
could absorb 90% of the incident light at 1.55μm
wavelength, thus the total absorption increases more than 7 times
over that of the photodiode without any optical matching layer. 相似文献
996.
Following the approach of Carlet et al. (2011) [9], we construct a class of infinite-dimensional Frobenius manifolds underlying the Toda lattice hierarchy, which are defined on the space of pairs of meromorphic functions with possibly higher-order poles at the origin and at infinity. We also show a connection between these infinite-dimensional Frobenius manifolds and the finite-dimensional Frobenius manifolds on the orbit space of extended affine Weyl groups of type A defined by Dubrovin and Zhang. 相似文献
997.
In this article, a decoupling scheme based on two‐grid finite element for the mixed Stokes‐Darcy problem with the Beavers‐Joseph interface condition is proposed and investigated. With a restriction of a physical parameter α, we derive the numerical stability and error estimates for the scheme. Numerical experiments indicate that such two‐grid based decoupling finite element schemes are feasible and efficient. © 2014 Wiley Periodicals, Inc. Numer Methods Partial Differential Eq 30: 1066–1082, 2014 相似文献
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