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Predicting competitor restructuring using machine learning methods
(Massachusetts Institute of Technology, 2019)
Increasing competition in the defense industry risks contract margin degradation and increases the need for new avenues to margin expansion. One such area of opportunity is take-away bids for under-performing competitor ...
Analysis of robotic systems test methods targeting test resource utilization improvement
(Massachusetts Institute of Technology, 2019)
The robotics industry continues to grow rapidly. More industries are moving towards automation and are looking for the robotics industry to support the industry 4.0 movement. Due to a push by consumers, robotics producers ...
Development of a connected platform for industrial equipment monitoring to enable predictive maintenance using supervised machine learning methods
(Massachusetts Institute of Technology, 2019)
SHAPE Technologies is the world leader in ultra high pressure industrial waterjet systems for cutting and cleaning with applications from metal to food. Although SHAPE is the technological leader in this space, SHAPE must ...
Replenishment in an integrated stock world
(Massachusetts Institute of Technology, 2019)
As part of Zara's omnichannel strategy, stock integration between online and offline channels has become a major focus of its operations. Within this context, Zara aims to achieve a channel agnostic stock offering to ...
Reduction of total production cost through the use of safety stock and process improvements
(Massachusetts Institute of Technology, 2019)
In an ideal production system, supply exactly meets demand. Instantaneous, correct quantities arrive exactly at the right location when needed. However, real-world production systems often have variability- a change in the ...
Improve the lead time for the medium wheel loader using core configuration and delayed product differentiation
(Massachusetts Institute of Technology, 2019)
This thesis proposes a supply chain model to improve the lead time for Caterpillar Medium Wheel Loaders in the North America market. The Medium Wheel Loaders division is undergoing many commercial value chain challenges: ...
Designing and Implementing Hard Drive Inventory Policies for Enterprise Computing Solutions
(Massachusetts Institute of Technology, 2019)
Historically, the Storage business unit of the Dell-EMC Infrastructure Solutions Group (ISG) has maintained large inventory buffers to deal with high demand uncertainty and minimize part shortages. High product configurability ...
Closed loop supply chain waste reduction through predictive modelling and process analysis
(Massachusetts Institute of Technology, 2019)
Verizon distributes Customer Premises Equipment (CPE) such as set top boxes, broadband routers, and WiFi extenders to Fios customers via a variety of paths; for example: direct ship to customer (either for self-install or ...
Standardization of workflow in a large distribution center
(Massachusetts Institute of Technology, 2019)
The retail industry is shifting to enable companies to respond faster to consumer demand and expectations. For any retail company, this requires speed in their supply chain from new product generation to final order delivery. ...
Predicting jet engine component wear to enable proactive fleet maintenance
(Massachusetts Institute of Technology, 2019)
The principle driver of maintenance costs for commercial jet engines is the replacement of components that, upon inspection, are determined to be damaged beyond their repairable limits. In order to better predict the ...