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Customer Information Driven After Sales Service ... - RePub

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typically observed in spare parts logistics situations.<br />

4.3 Problem Formulation<br />

4.3. Problem Formulation<br />

In this section, we introduce our notation and provide a more formal problem description.<br />

Next, we present an MDP formulation for the current problem setting.<br />

4.3.1 Problem Description and Notation<br />

In accordance with figure 2.7 in Section 2.7.1, we consider a two tier inventory network<br />

with one supplier in the top tier and n FSLs of finite capacity in the bottom tier. Figure<br />

4.1 depicts a schematic diagram of the inventory system with three FSLs and a<br />

supplier. At regular intervals (agreed upon between the supplier and service provider),<br />

the part shipments from the supplier arrive. The service provider uses these parts to<br />

replenish its FSL locations. The stocked spare parts at FSLs are further utilized to fulfil<br />

incoming demand requests. Between two regular shipment arrivals from the supplier,<br />

the service provider can also request an emergency part shipment from the supplier, albeit<br />

at an emergency shipment rate. In the current execution scheme, these emergency<br />

shipments are only ordered when the FSL network is out of stock (see Section 2.7.1 for<br />

details). We however attempt to relax this assumption in our approach.<br />

All of the customers are dispersed at various geographical locations. The demand<br />

follows an independent Poisson process requesting one part at a time. Note that<br />

the part may represent a kit of spare parts fit for satisfying (generic) customer<br />

requests. A demand arrival can be fulfilled from any of the FSLs at regular transportation<br />

costs. The regular transportation costs are linearly increasing in distance<br />

with a fixed cost component. Upon demand fulfillment, each customer is charged a<br />

price as per their contractual agreement. The notation for the above setting is as follows:<br />

Notations<br />

Sets<br />

N = Set of customers (indexed by j)<br />

M = Set of source locations (indexed by i, withi = 0 for supplier and i ∈{1, 2, 3,...}<br />

for FSLs)<br />

99

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