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Building green : investment opportunities in sustainable construction materials
(Massachusetts Institute of Technology, 1998)
Deep Learning Image Augmentation using Inpainting with Partial Convolution and GANs
(Massachusetts Institute of Technology, 2021-06)
The 21st century has seen the remarkable transformation of machine vision by deep learning. This has enabled intelligent systems like autonomous vehicles and facial recognition software. However, the success of deep learning ...
Considerations for Defense Contractors Entering the Small Satellite Market
(Massachusetts Institute of Technology, 2021-06)
Federal defense agencies have historically relied on large unique satellites to accomplish their communication and earth-sensing missions. In recent years, there has been a rapid expansion of the commercial small satellite ...
Applications of Machine Learning and First-Principle Modeling to Evaluate Design Enhancements in Autoinjectors
(Massachusetts Institute of Technology, 2021-06)
One of the key guiding principles in Amgen operations is to ensure reliability of the offered combination products to best serve patients and maintain a competitive advantage for the business. With a broad device portfolio ...
Digital business model development and validation for real-time monitoring solution for electrical power transformers
(Massachusetts Institute of Technology, 2020)
Currently, the health of high-value power transformers is primarily evaluated by visual inspections, oil sample analysis conducted by a third-party lab, and measurements taken by a mechanic physically present at the ...
Project-based manufacturing : an approach for quote development
(Massachusetts Institute of Technology, 2020)
Project-based manufacturing presents unique challenges that highly automated and repetitive production lines do not face. Highly automated production lines do not have much variation in the types of products that are made, ...
Container removal and replacement automation : design and development of robotic work cells for warehouse automation
(Massachusetts Institute of Technology, 2019)
Amazon has grown at a rapid pace. In 2018, Amazon retail sales amounted to $141.92B, up 19.7% from the previous year. The number of units shipped through its Prime program alone grew by 20% from 5 billion the previous year ...
Data driven manufacturing risk assessment for turbine engine programs
(Massachusetts Institute of Technology, 2020)
Waste and uncertainty can be managed at all levels of a production process from a program level down to a single step in a manufacturing cell, and is done by assessing risk. Risk is defined as uncertainty in the ability ...