Math Problem Statement
Island Supermarket operates a fixed-time period inventory system for its dairy products. The review period is every 30 days, and the lead time is 7 days. The demand during the lead time and review period is normally distributed with a mean of 1500 units and a standard deviation of 200 units. The target service level is 95%, and the current inventory level is 400 units. a) Calculate the target inventory level. b) Calculate the order quantity. c) What is the stockout risk?
Solution
To solve this problem, we will use the fixed-time period inventory system formulae. Here's how we can approach it:
a) Calculate the Target Inventory Level
The target inventory level (TIL) is determined using the formula:
Where:
- is the mean daily demand.
- is the review period in days.
- is the lead time in days.
- is the z-value corresponding to the desired service level.
- is the standard deviation of demand during the review period and lead time.
Step 1: Determine the mean and standard deviation of demand during the lead time and review period
- The mean demand during the review period and lead time is , where is the mean demand and days.
- The standard deviation of demand during the lead time and review period is given by: Where and days:
Step 2: Determine the z-value for a 95% service level
From standard normal distribution tables, the z-value for a 95% service level is approximately:
Step 3: Calculate the Target Inventory Level (TIL)
So, the target inventory level is approximately 3498 units.
b) Calculate the Order Quantity
The order quantity (Q) is the difference between the target inventory level (TIL) and the current inventory level (I):
Where :
Thus, the order quantity is 3098 units.
c) What is the Stockout Risk?
The stockout risk is the complement of the service level:
Given the service level is 95%:
Thus, the stockout risk is 5%.
Summary:
a) Target Inventory Level: 3498 units
b) Order Quantity: 3098 units
c) Stockout Risk: 5%
Would you like further details or explanations on any of these calculations?
Follow-up Questions:
- How does increasing the service level affect the target inventory level and stockout risk?
- What would happen to the order quantity if the current inventory level was different?
- How would changing the review period (e.g., to 40 days) impact the target inventory level?
- What is the relationship between demand variability (standard deviation) and stockout risk?
- How can the supermarket reduce stockout risk without holding excessive inventory?
Tip:
Balancing service level and stockout risk is crucial in inventory management. Higher service levels require more safety stock, which increases holding costs.
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Math Problem Analysis
Mathematical Concepts
Inventory Management
Normal Distribution
Service Level Calculation
Demand Forecasting
Formulas
Target Inventory Level (TIL) = d * (R + L) + z * σ_d(R+L)
Standard deviation of demand during review period and lead time = σ_d * sqrt(R + L)
Order Quantity (Q) = TIL - Current Inventory
Stockout Risk = 1 - Service Level
Theorems
Normal Distribution and Z-Score
Safety Stock Calculation
Suitable Grade Level
College level (Inventory management, Operations management)
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