reducing shipment variability - mit ctlctl.mit.edu/.../files/theses/botero_brenninkmeijer.pdf ·...

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Melissa Botero Fabian Brenninkmeijer Reducing Shipment Variability Student: Fabian Brenninkmeijer, SCM 2017 Student: Melissa Botero, SCM 2017 Advisor: Jim Rice Sponsor: Consumer Goods Industry Company. High shipment variability causes supply chain wide inefficiencies. Current strategies lead to high inventory levels and increased transportation costs. Variability is highest for companies with large numbers of SKUs such as those in the Consumer Goods Industry . Central Graphic (can be used to illustrate any section or tie them together) This thesis will provide insights on how to create Pre-determined Customer Shipment Profiles through the use of lean levelling. We will provide an overview of the subsequent effects on shipment variability. Finally, we will demonstrate the strategy’s impact on supply chain performance. Methodology Problem and consequences Background Key Question Relevant Literature Initial Observations Expected Contribution High shipment variability between manufacturer and customer DC generate: Late deliveries Stock outs Incomplete shipments Increased transportation costs High Inventory Levels January 2017 Poster Session Will a consistent, pre-determined customer shipment profile based on the Lean levelling principle reduce variability and enable improvements in: Transportation cost Inventory Service levels 2 Lean Six Sigma principles have mainly been applied to manufacturing, whereas logistics has received relatively little attention in academic literature. The weekly shipment data suggest that there is a reliable baseline demand. The optimal number of customer shipments is between the baseline and the average demand. 3 4 Analysis of shipment and demand data Identify Baseline Demand SKU Segmentation Predetermined Shipments for fast moving SKUs Run Simulations Final Evaluation 1 Current contingency plans are costly and only treat the symptoms Week Number of Shipments Number of Shipments Before After Time

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Page 1: Reducing Shipment Variability - MIT CTLctl.mit.edu/.../files/theses/Botero_Brenninkmeijer.pdf · 2017. 6. 28. · Fabian Brenninkmeijer Melissa Botero Student: Fabian Brenninkmeijer,

Melissa BoteroFabian Brenninkmeijer

Reducing Shipment VariabilityStudent: Fabian Brenninkmeijer, SCM 2017Student: Melissa Botero, SCM 2017Advisor: Jim RiceSponsor: Consumer Goods Industry Company.

• High shipment variability causes supply chain wide inefficiencies.

• Current strategies lead to high inventory levels and increased transportation costs.

• Variability is highest for companies with large numbers of SKUs such as those in the Consumer Goods Industry.

Central Graphic(can be used to illustrate any section or

tie them together)

This thesis will provide insights on how to create Pre-determined Customer Shipment Profiles through the use of lean levelling. We will provide an overview of the subsequent effects on shipment variability.Finally, we will demonstrate the strategy’s impact on supply chain performance.

Methodology

Problem and consequences

Background

Key Question

Relevant Literature

Initial Observations

Expected Contribution

High shipment variability between manufacturer and customer DC generate:• Late deliveries • Stock outs• Incomplete shipments• Increased transportation costs• High Inventory Levels

January 2017 Poster Session

Will a consistent, pre-determined customer shipment profile based on the Lean levelling principle reduce variability and enable improvements in:

• Transportation cost • Inventory• Service levels

2Lean Six Sigma principles have mainly been applied to manufacturing, whereas logistics has received relatively little attention in academic literature.

The weekly shipment data suggest that there is a reliable baseline demand.The optimal number of customer shipments is between the baseline and the average demand.

34

Analysis of shipment and demand data

Identify Baseline Demand SKU Segmentation

Predetermined Shipments for fast

moving SKUsRun SimulationsFinal Evaluation

1 Current contingency plans are costly and only treat the symptoms

Week

Number of Shipments

Number of Shipments

Before After

Time