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Published byAvice Smith Modified over 9 years ago
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Motor Carrier Fleet Management (Suzuki and Pautsch, 2005) Background Dramatic decrease of vehicle resale value Sharp increase of vehicle insurance premiums How should carriers respond to these changes? One important factor that affects a carrier’s profit is vehicle replacement policy Looks at how optimal replacement cycle would be affect by these changes, and gain insights. How? A unique solution exists (models exist) But these models may not give “implementable” solutions Create a model that considers short-run constraints and investigate year-to-year replacement decisions
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Goals Develop implementable model Apply actual data and give implications Intensive sensitivity analyses Model Costs = maintenance, fuel, insurance, down- time, depreciation, re-sale prep. Objective = min total cost for a carrier over the planning horizon Constraints = Cash, vehicle availability, etc. Features Unique solution to each carrier Can purchase vehicles of any age Different replacement cycle for each vehicle Simple, easy to solve (except integer constraints)
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Data A mid-sized TL carrier (>500 tractors) Freightliner C-120 Century-class tractors (Table 1) Currently uses 3-year cycle Other data sources: Transport Topics, Wall street journal, Government pubs, internet, interviews with vehicle manufacturer, inputs from a truck dealer Optimization issues 10 years of planning horizon 4 scenarios tested (Table 2) Heuristic approach for integer constraints Results Table 3, Figures 2-5
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Implications Carriers with newer vehicles can use shorter cycles (cash effect) All scenarios have similar ending inventories (8 th year) In the long-run, 3-year replacement cycle with brand new purchase may be optimal Purchase age-1 vehicles whenever possible Sensitivity analyses Resale value = 60% - 115% Insurance premium = 25% - 150%
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Implications (Figures 2-5) As resale value decrease, use longer cycles regardless of initial inventory (counter intuitive?) As resale value decrease, age of purchased vehicles generally increase When both not necessary, use longer cycle than buy older vehicles to minimize costs No effect of insurance premiums on replacement policy Only if > 800%
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Discussion Questions Why carriers do not buy age-1 vehicles? What do you do if resale value or premium change dramatically? Should you be concerned about increase in insurance premiums? What other constraints would you include in the model? What is the disadvantage of using longer replacement cycles?
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