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Wok Gourmet
Eric Leifland-Berntsson, Joanna Lu, Jessie Tsai, Kasey Wang, Ben Yelian,
David Yu
AgendaI. Introduction
II. Problem
III. Analysisa. Waiting Time
b. EOQ
c. Newsvendor
IV. Recommendations
V. Questions
Introduction Problem Analysis Recommendation Questions
Introduction• Chinese restaurant
• Located in Maryland
• Employees include: manager, cook and driver
• Offers dining in and delivery services– Currently 50/50 in services utilization
Introduction Problem Analysis Recommendation Questions
AnalysisIntroduction Problem Analysis Recommendation Questions
Competitive Analysis -Monthly Revenue
15%
15%
13%
9%8%6%
6%
5%
5%
5%5%
5%5%
Kenny's Sub ShopQQ ChinaRongHuaFengLinZhongChaoMayflowerCityBrothersChenLiWok Gourmet*PandaChina KingChina Best
I. Customer waiting time – Almost over 1-hour delivery service for some
customers
II. Inventory management– What level of vegetables to order?– How often?
III. Risk of under/overstocking poultry– What would the consequences of this be?
Current Problems
Introduction Problem Analysis Recommendation Questions
Fishbone Diagram
Methods
Equipment People
Materials
Customer SatisfactionEnvironment
Traffic
Ventilator
Freezer
FridgeRange
Driver, Chef incentives
Cooking
DeliveryIngredient Freshness
QualityPacking
Weather
Introduction Problem Analysis Recommendation Questions
Introduction Problem Analysis Recommendation Questions
Process Flow Diagram
Staffing: Monday
Cook10-15 min.Avg: 12.5 min.
Order1-4 min.Avg: 2 min.
Delivery5-15 min.Avg: 30 min.
Manager
Driver
Pack1-2 min.Avg: 1.5 min.
Introduction Problem Analysis Recommendation Questions
Staffing: Tuesday – Sunday
Cook10-15 min.Avg: 12.5 min.
Order1-4 min.Avg: 2 min.
Delivery5-15 min.Avg: 30 min.
Manager
Driver
Pack1-2 min.Avg: 1.5 min.
Cook
Introduction Problem Analysis Recommendation Questions
VUT Analysis
Introduction Problem Analysis Recommendation Questions
VUT CalculationEx. Saturday
Introduction Problem Analysis Recommendation Questions
Current Process Waiting (Buffer) Time
Ex. Saturday
Introduction Problem Analysis Recommendation Questions
VUT Analysis
Individual Waiting TimesEx. Saturday
Introduction Problem Analysis Recommendation Questions
New Process Buffer Waiting Time
Introduction Problem Analysis Recommendation Questions
Ex. Saturday
Waiting Time Comparison
Introduction Problem Analysis Recommendation Questions
EOQ Analysis
Introduction Problem Analysis Recommendation Questions
Inventory Management• Current process: fixed quantity– manager estimates supplies of
vegetables– drives to supermarket when
inventory low• Vegetables perishable (lasts a
week)• Most common vegetable in dishes:
70% have broccoli
Introduction Problem Analysis Recommendation Questions
Current Costs
• Total cost = procurement cost + order cost (opportunity cost of manager’s time, fuel costs) + holding cost (spoilage and financing costs)
• Annual total cost = $4,642.80 +$5,522.40 + $1,330.16 = $11,495.36
Introduction Problem Analysis Recommendation Questions
Optimized Costs: EOQ
• Annual total cost = $1,790.63 +$1,959.57 + $4,642.80 = $8,393
• Order 34 lbs (roughly once every 5-6 days)
• Re-order point: 1.6 lbs
Introduction Problem Analysis Recommendation Questions
New Costs: Restaurant Store
• Alternative– Order from restaurant store
(wholesaler)– Lead time is 2 days– Restaurant store delivers food directly
to Wok Gourmet• Benefits:– Price discount ($0.25 discount)– Saves manager’s time and fuel
Introduction Problem Analysis Recommendation Questions
New Costs: Restaurant Store with EOQ• Annual total cost = $1,027.96 +
$2,327.13 + $4,062.45 = $7,417.54• Order 22 lbs (roughly once every 3-
4 days)• Re-order point is 14 lbs
Introduction Problem Analysis Recommendation Questions
Newsvendor Analysis
Introduction Problem Analysis Recommendation Questions
Target Stock Level of Chicken
Co = $1/dish
Cu = $9/dish
Target Service Level = 90%
z = 1.281552
Introduction Problem Analysis Recommendation Questions
Chicken & Beef Dishes
Introduction Problem Analysis Recommendation Questions
Target Stock Level of Chicken
Q = 225.4 + 1.281552 *44.91 = 283 dishesNeed to order 141.5 pounds each week
* 1 dish = 0.5 pounds
Introduction Problem Analysis Recommendation Questions
Target Stock Level of Beef
Q = 161 + 1.281552 *32.08 = 202 dishesNeed to order 101 pounds each week
* 1 dish = 0.5 pounds
Introduction Problem Analysis Recommendation Questions
Recommendations
Introduction Problem Analysis Recommendation Questions
VUT Recommendations
• Current Layout:mCook = 4 (Cook & Manager)mPack = 1 (Driver) mDeliver = 2 (Driver)
• Reduce cooking capacity from 4 to 3• Allow driver to focus only on
deliveries mD = 3• Reduces buffer waiting time by
63.7%Introduction Problem Analysis Recommendation Questions
EOQ Recommendations
• Move away from intuition, use EOQ– Saves $3,102.36 annually
• Start ordering from restaurant store– Order 22 lbs (roughly once every 3-
4 days)– Re-order point is 14 lbs– Saves $4,077.82 annually
Introduction Problem Analysis Recommendation Questions
Newsvendor Recommendations
• Re-adjust inventory ordering for meat
• Order 141.5 lbs. of chicken weekly
• Order 101 lbs. of beef weekly
Introduction Problem Analysis Recommendation Questions
Takeaways
• Consider sourcing work to other firms for efficiency (ex. Delivery from restaurant store)
• Efficiency improves customer satisfaction
• Experience vs. Data AnalysisIntroduction Problem Analysis Recommendation Questions
Introduction Current Process Analysis Recommendation Questions