problem feeding iqaluit: a consolidated shipment ordering ... · •break even is achieved at 40...
TRANSCRIPT
• BREAK EVEN IS ACHIEVED AT 40 HOUSEHOLDS PER WEEK
(1.7% of all households in Iqaluit)
• Food item prices were set to the unit cost of 40 households
purchasing per week
• Profit is expected to grow up to 8.7% of total revenue
HOW IS FOOD TRANSPORTED NOW?
Traditional Retail The price of food is affected by
warehousing, store overhead and spoilage
Online Retail The price of food is affected by the cost of a
surrogate consumer and shipping in small quantities
NUNAVUT
• Composed of 25 fly-in communities, spread out across 2million square km (Government of Nunavut)
• Population of 36,687 (Government of Nunavut)
FOOD INSECURITY is the state of being without reliableaccess to a sufficient quantity of affordable, nutritiousfood (WHO) and is caused by:
People in NUNAVUT, CAN spend on average
$7770.63 more on groceries per year than the
National average (Stats Canada). 45.2% of the
population is identified as being FOOD INSECURE
SOLVING THE PROBLEM
THE IMPACT
Parameters
𝑐𝑖𝑚: Cost to purchase food product 𝑚 from vendor 𝑖 ($ per kg)
𝑐𝑗: Cost to ship to port using shipment company 𝑗 ($ per kg, km)
𝑐𝑙: Cost to ship to Iqaluit using shipping company 𝑙 ($ per kg)
𝑇𝑖𝑘: Distance from vendor 𝑖 to port 𝑘 (km)
𝐷𝑚: Demand for product 𝑚 (kg)
Decision Variables
𝑥𝑖𝑚: The amount of food product 𝑚 purchased from vendor 𝑖 (kg)
𝑥𝑖𝑗𝑘: The amount transported from vendor 𝑖 using shipping company 𝑗 to port 𝑘 (kg)
𝑥𝑘𝑙: The amount transported from port 𝑘 to Iqaluit using shipping company 𝑙 (kg)
DestinationShipping Company(𝑗)
Shipping Company(𝑙)
Vendor (𝑖)
Consolidated Order
1 2 3
REFERENECES• Fmi.org, 'FMI | Food Marketing Institute | Supermarket Facts', 2015. [online]. Available: http://www.fmi.org/research-resources/supermarket-facts. [Accessed: 15-
Mar- 2015].
• Gov.nu.ca, (2014). Nunavut FAQs | Government of Nunavut. [online] Available at: http://www.gov.nu.ca/eia/information/nunavut-faqs [Accessed 6 Jun. 2014].
• Inspection.gc.ca, (2014). Acts and Regulations - About the Canadian Food Inspection Agency - Canadian Food Inspection Agency. [online] Available at:
http://www.inspection.gc.ca/about-the-cfia/acts-and-regulations/eng/1299846777345/1299847442232 [Accessed 4 Mar. 2015].
• Stats.gov.nu.ca, (2015). [online] Available at: http://www.stats.gov.nu.ca/en/home.aspx [Accessed 26 Feb. 2015].
• Www12.statcan.ca, (2015). [online] Aboriginal Population Profile from the 2006 Census, Statistics Canada - Province/Territory. [online] Available at:
http://www12.statcan.ca/census-recensement/2006/dp-pd/prof/92-
594/details/Page.cfm?Lang=E&Geo1=PR&Code1=62&Geo2=PR&Code2=01&Data=Count&SearchText=Nunavut&SearchType=Begins&SearchPR=01&B1=All&Custom=
[Accessed 28 Feb. 2015].
• Www12.statcan.gc.ca, 'National Household Survey (NHS) Profile, 2011', 2015. [online]. Available: http://www12.statcan.gc.ca/nhs-enm/2011/dp-
pd/prof/details/page.cfm?Lang=E&Geo1=CSD&Code1=6204003&Data=Count&SearchText=Iqaluit&SearchType=Begins&SearchPR=01&A1=All&B1=All&GeoLevel=PR&G
eoCode=6204003&TABID=1. [Accessed: 16- Mar- 2015].
• Who.int, 'WHO | Food Security', 2015. [Online]. Available: http://www.who.int/trade/glossary/story028/en/. [Accessed: 05- Mar- 2015].
• V. Tarasuk, A. Mitchell and N. Dachner, Household Food Insecurity in Canada 2012, 1st ed. Toronto: PROOF, 2015, p. 2.
Advisors: Prof. S. Dimitrov, Prof. J. H. Bookbinder
Team 2: Mohamed-Akeel Hasham, Andrew Scott, Ian Gresel, Jordan Moreau
Feeding Iqaluit: A Consolidated Shipment Ordering SystemPROBLEM
Retail Store
Consumer Surrogate Consumer
Order Packaging Shipping
Warehouse
Producers Inbound Logistics
Distribution Center
Outbound Logistics
Retail Store
Consumer
SIMULATION TO VERIFY IMPACT
ASSESSING PERFORMANCE
FORMULATION (Multi-Commodity Network Flow Problem with Quantity Discount)
OBJECTIVE: Minimize Food PROCUREMENT and SHIPPING costs
𝜆 = 𝐸 𝑋 = 1.6 trips per week
𝐸 𝑖𝑡𝑒𝑚𝑠 𝑝𝑒𝑟 𝑡𝑟𝑖𝑝 =$ 𝑝𝑒𝑟 𝑡𝑟𝑖𝑝
𝐴𝑣𝑔 𝑐𝑜𝑠𝑡 𝑜𝑓 𝑖𝑡𝑒𝑚=$30.67
$3.22= 9 𝑖𝑡𝑒𝑚𝑠 𝑝𝑒𝑟 𝑡𝑟𝑖𝑝
𝐸(𝑖𝑡𝑒𝑚s/person/week) = 14.4
Expected Items Purchased Per Week (Poisson Distribution)
IQALUIT
OTTAWA
20.4%
17.1%
12.7%11.5%
12.5%12.1%
11.7%13.5%
13.4%
16.2%
17.5%15.6%
45.2%
Food Insecurity in Canada
(Household Food Insecurity in Canada 2012)
PROJECT GOALDevelop a system that improves food AFFORDABILITY inIqaluit, Nunavut (Iqaluit was chosen to limit scope)
PROJECT OBJECTIVECreate a system that can profitably offer food to residents ofIqaluit at a lower cost than currently available in acompetitive amount of time
Orders are accepted from customers and
prepared for consolidation
Once the ordering time has expired, an
order is placed to vendors to satisfy all
customer orders
Vendor orders are shipped to a port via truck where they are
consolidated for shipping to a destination
The consolidated order is shipped to the destination via
plane
At the destination shipment is
separated into individual orders for
pickup by their respective consignee
ACCEPT ORDER CONSOLIDATE SHIP SEPARATE
𝑀𝑖𝑛
𝑚=1
𝑀
𝑐𝑖𝑚𝑥𝑖𝑚 +
𝑘=1
𝐾
𝑖=1
𝐼
𝑗=1
𝐽
𝑐𝑗𝑇𝑖𝑘𝑥𝑖𝑗𝑘 +
𝑙=1
𝐿
𝑘=1
𝐾
𝑐𝑙𝑥𝑘𝑙
𝐷𝑚 −
𝑖=1
𝐼
𝑥𝑖𝑚 ≤ 0 ∀𝑚
𝑚=1
𝑀
𝑥𝑖𝑚 −
𝑗=1
𝐽
𝑘=1
𝐾
𝑥𝑖𝑗𝑘 ≤ 0 ∀ 𝑖
𝑖=1
𝐼
𝑗=1
𝐽
𝑥𝑖𝑗𝑘 −
𝑙=1
𝐿
𝑥𝑘𝑙 ≤ 0 ∀ 𝑘
Demand Constraint
Vendor – Courier – Port Flow Balance
Port- Iqaluit Flow Balance
Subject to
Food Procurement Cost Shipping Cost to Port Shipping Cost to Destination
1
2
3
INPUTS RESULTS
64%Up to 64% savings on
an individual item13% Savings Per
Food Basket
13%
OTHER CONSIDERATIONS Ensuring Food Safety
-20%
-18%
-15%
-13%
-10%
-8%
-5%
-3%
0%
3%
5%
8%
10%
0
2000
4000
6000
8000
10000
12000
14000
16000
18000
20000
22000
24000
0 50 100 150 200 250 300
% P
rofi
t
Do
llars
($
)
Number of Households Ordering Per Week
Revenue vs. Expenses
Expenses Revenue % Profit
First order point with positive profit
Profitability is logarithmic. Growth of profitsdecreases as more households place orders a week
IMPROVED HEALTH
Accessibility and affordability of
nutritious foods reduces risk factors
for chronic disease and obesity
IMPROVED AVAILABILITY
Access to nutritious food contributes
to a healthy diet
Grocery34%
Dairy27%
Produce27%
Frozen Foods12%
Grocery Purchasing Habits by Category
31 Item Food Basket
312
60
65
70
75
80
85
90
95
0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 210 220 230 240 250 260 270 280 290
Co
st P
er O
rder
($
)
Number of Households Ordering Per Week
Average Cost Per Order vs Number of Households Ordering Per Week
Retail Store Cost Per Order
Northern Shopper Cost Per Order
Feeding Iqaluit Break Even Cost Per Order
Feeding Iqaluit’s average cost per orderis less than the retail store average costper order at 10 households with 95%confidence
PROBLEM
All results are based on real data collected from the following companies:
At 40 households, Feeding Iqaluit’saverage cost per order is 2.1% less thanpurchasing from Northern Shopper, and15.75% less than the retail store averagecost per order with 95% confidence
INCREASED COMPETITION
Leads to lower food prices and
improved AFFORDABILITY
1 week customer ordering period