An integrated design approach for evaluating the effectiveness and cost of a fleet

Author:

D’Souza Kiran1,Bayrak Alparslan Emrah2,Kang Namwoo2,Wang Hui3,Altin Berk2,Barton Kira2,Hu Jack2,Papalambros Panos2,Epureanu Bogdan I2,Gerth Richard4

Affiliation:

1. The Ohio State University, USA

2. University of Michigan, USA

3. Florida State University, USA

4. US Army, TARDEC, USA

Abstract

This work presents a new method for designing and evaluating different fleet paradigms to determine an effective and cost efficient solution. The method requires the user to define a set of functions which must be carried out by the fleet, as well as a set of candidate vehicles or systems that can carry out these functions. These function and fleet models are then evaluated to determine their performance. All the data is then fed into a stochastic dynamic fleet operation model to identify the amount of vehicles or systems needed to complete each mission defined on a fixed time horizon. The output of the fleet operation model is then used by cost models to determine the cost of completing each fleet mission. The overall approach is demonstrated on a military fleet composed of two different types of vehicle: a conventional fleet and a fleet composed of modules. The method shows the potential for savings using a modular fleet for a hypothetical fleet mission profile; more work in this area is suggested.

Publisher

SAGE Publications

Subject

Engineering (miscellaneous),Modeling and Simulation

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A decision support methodology to support military asset and resource planning;Journal of Simulation;2023-01-08

2. A joint problem of strategic workforce planning and fleet renewal: With an application in defense;European Journal of Operational Research;2022-01

3. An agent-based approach to optimizing modular vehicle fleet operation;International Journal of Production Economics;2020-10

4. A System-of-Systems Approach to the Strategic Feasibility of Modular Vehicle Fleets;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2020-07

5. Adaptability of modular vehicle fleets to changing supply route characteristics;The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology;2019-09-10

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