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Locating Locomotive Refueling Stations Problem Description Kamalesh Somani, on behalf of RAS 2010 Problem Solving Competition Committee November 06, 2010
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Operational Definitions Fuel trucks – Trucks which are used to fuel locomotives at a given railroad yard Train schedule - A train schedule defines — the sequence of yards in which a train stops on its route from origin to destination — the departure and arrival time and day — days of operation Train-start – Same train operated on different days of operation. If a train operates 3 days per week, say Monday, Wednesday and Friday, then the train-starts for that train at its origination yard are Monday, Wednesday and Friday
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Background Every day, locomotives are assigned to trains, and along the way they are fueled at one or more of many fueling locations Fuel expenses are a significant part of any railroad's operating costs Fuel delivery costs differ from location to location because of the differences in distribution, marketing costs and other factors A railroad faces the problem of identifying a cost effective plan to fuel the locomotives that power its trains
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Assumptions: Fuel Location All the fueling needs to be at a railroad yard. A yard may not have any fueling facility at all. The fueling locations can have one or more fuel trucks Individual fuel truck only serve one yard and available on 24/7 schedule The trucks have capacity constraints, A truck can fuel 25000 gallons of fuel per day The price of fuel per gallon is given for each railroad yard Fueling is instantaneous Truck weekly contracting cost is $4000
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Assumptions: Trains The train schedule is fixed and known – it is repeated every week The locomotive requirement on each train is fixed and known (on locomotive id to train id level) and route is given as a cycle We consider a single locomotive type. The locomotive fuel tank capacity is 4500 gallons Fuel consumption rate is 3.5 miles/gallon Fixed cost of waiting for fueling and refueling (includes origin of the train, fueling is not allowed at destination) per stop is $250. Maximum Number of fueling and refueling during a train-start (not including origin) is 2. The planning horizon is 2 weeks
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Problem Details Objective — Minimize the total fueling cost (contract cost of truck, fuel cost per gallon) Decision variables — Number of fuel trucks (0 or more) to position at each railroad yard — Number of gallons of fuel to add to individual locomotive at a railroad yard on its route Constraints — Fuel truck capacity (max 25000 gallons of fuel per day) — No locomotive can run out of fuel on line-of-road — Each train-start can stop at most 2 times for refueling (it does not include origin and fueling is not allowed at destination)
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Problem Instance Partial train network taken from a real railroad 214 trains 214 locomotives 73 railroad yards
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