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Ko ç Un iversity. OPSM 301 Operations Management. Class 15: Inventory Management EOQ Model. Zeynep Aksin zaksin @ku.edu.tr. Inventory. “The stock of any item or resource used in an organization” “All the money that the system has invested in purchasing things it intends to sell”.
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Koç University OPSM 301 Operations Management Class 15: Inventory Management EOQ Model Zeynep Aksin zaksin@ku.edu.tr
Inventory • “The stock of any item or resource used in an organization” • “All the money that the system has invested in purchasing things it intends to sell”
Types of Inventories • Inputs - Raw Materials • Processes - Work-in-Progress • Outputs - Finished Goods
Why do we need Inventory? • Variability (uncertainty) • Demand • Capacity availability • Materials and lead times • Processing times • Time • Delivery lead time, production lead time • Economies of Scale • Purchasing, production
Functions Provided by Inventories Purpose /Reason Type Cost Transportation Pipeline Transportation Costs Economies in Setups Cycle Stocks Setup/Order Costs Seasonality in Demand Seasonal Stock Smoothing Costs Uncertainty in Demand Safety Stock Shortage/Stock-out Costs Economies in Purchase Cycle Stocks Price Discounts Inflation and/or Price Fluctuations Speculative Stock Costs due to Price
Inventory Costs • Purchase Cost • Ordering Cost • Receiving and inspection • Transportation • Holding (Carrying) Cost • Cost of money • Insurance • Taxes • Shrinkage, spoilage, obsolescence • Stock-out (Shortage) Cost • Lost sales, customers etc. • Emergency shipment costs
warehouse retailer Economies of Scale:Inventory Management for a Retailer The South Face retail shop in the John Hancock Tower has observed a stable monthly demand for its line of Gore-Tex jackets on the order of 100 jackets per month. The retail shop incurs a fixed cost of $2,000 every time it places an order to the Berkeley warehouse for stock replenishment. The marginal cost of a jacket is $200, and South Face’s cost of capital is approximately 25%. What order size would you recommend for The South Face?
Parameters EOQ Model Ddemand rate (units per year) C unit production cost, not counting setup or inventory costs (dollars per unit) S fixed or setup cost to place an order (dollars) H holding cost (dollars per year); if the holding cost is consists entirely of interest on money tied up in inventory, then H = iC where i is an annual interest rate. Q the unknown size of the order or lot size
Order quantity = Q (maximum inventory level) Usage Rate AverageInventory (Q*/2) Inventory Level Minimum inventory 0 Time Inventory Usage Over Time
C O S T Total Cost (TC) Holding Cost Annual Cost of Items Ordering Cost QOPT Order Quantity (Q) Cost Minimization Goal
Annual Purchasing Cost Annual Ordering Cost Annual Holding Cost Total Annual Cost = + + Total Annual Cost • Using calculus, we can take the derivative of the total cost function and set the derivative (slope) equal to zero • We can also use economic intuition
Find most economical order quantity: Spreadsheet for The South Face
EOQ Model: if there is a lead time L Qopt # Units on hand ROP Time L L ROP = Reorder point L = Lead time (constant) Q = Economic order quantity
EOQ Example • Annual Demand = 1,000 units • Days per year considered in average daily demand = 250 • Cost to place an order = $10 • Holding cost per unit per year = $0.50 • Lead time = 7 days • Cost per unit = $15 Determine the economic order quantity and the reorder point
2DS H Q* = 2(1,000)(10) 0.50 Q* = = 40,000 = 200 units An EOQ Example Determine optimal number of needles to order D = 1,000 units S = $10 per order H = $.50 per unit per year
Expected number of orders Demand Order quantity D Q* = N = = 1,000 200 N = = 5 orders per year An EOQ Example Determine optimal number of needles to order D = 1,000 units Q* = 200 units S = $10 per order H = $.50 per unit per year
Number of working days per year N Expected time between orders = T = 250 5 T = = 50 days between orders An EOQ Example Determine optimal number of needles to order D = 1,000 units Q* = 200 units S = $10 per order N = 5 orders per year H = $.50 per unit per year
Q 2 D Q 200 2 TC = S + H 1,000 200 TC = ($10) + ($.50) An EOQ Example Determine optimal number of needles to order D = 1,000 units Q* = 200 units S = $10 per order N = 5 orders per year H = $.50 per unit per year T = 50 days Total annual cost = Setup cost + Holding cost TC = (5)($10) + (100)($.50) = $50 + $50 = $100
Q* Slope = units/day = d Inventory level (units) ROP (units) Time (days) Lead time = L Reorder Point Curve Figure 12.5
D Number of working days in a year d = Reorder Point Example Demand = 8,000 iPods per year 250 working day year Lead time for orders is 3 working days = 8,000/250 = 32 units ROP = d x L = 32 units per day x 3 days = 96 units
Economic Order Quantity (EOQ) Model • Economic Order Quantity (EOQ) Model • Robust, widely used • Insensitive to errors in estimating parameters (40-20-2 Rule): • 40% error in one of the parameters • 20% error in Q • < 2% of total cost penalty
1,500 units Q 2 D Q 200 2 TC = S + H 1,500 200 TC = ($10) + ($.50) = $75 + $50 = $125 An EOQ Example Management underestimated demand by 50% D = 1,000 units Q* = 200 units S = $10 per order N = 5 orders per year H = $.50 per unit per year T = 50 days Total annual cost increases by only 25%
1,500 units 244.9 2 TC = ($10) + ($.50) Q 2 D Q TC = S + H 1,500 244.9 An EOQ Example Actual EOQ for new demand is 244.9 units D = 1,000 units Q* = 244.9 units S = $10 per order H = $.50 per unit per year Only 2% less than the total cost of $125 when the order quantity was 200 TC = $61.24 + $61.24 = $122.48