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Multidisciplinary design optimization of part geometry in CAD
(Massachusetts Institute of Technology, 2020)
Multidisciplinary design optimization (MDO) is the process of searching for designs which best satisfy a set of objectives, while respecting that the appropriateness of a design is dependent on more than just a single ...
Multi-classification and object detection in intelligent manufacturing
(Massachusetts Institute of Technology, 2020)
Defect detection in industries is typically conducted manually. While there are state-of-the-art machine vision techniques for automated inspection systems, there is still a gap between research advancement and practical ...
A case study of multidisciplinary design optimization implementation process management
(Massachusetts Institute of Technology, 2020)
Multidisciplinary Design Optimization (MDO) has been developed in the last decades in the aircraft industry with the aim of optimizing complex products while cutting costs and product development time. Despite this, MDO ...
Machine vision for in-process inspection on an automated peptide manufacturing platform
(Massachusetts Institute of Technology, 2020)
Automated inspection of a manufacturing line utilizing machine vision is a powerful tool used to increase efficiency, reduce variation, and maintain a high-quality standard in modern manufacturing systems. The aim of this ...
Classification on real-time videos of galvanized steel surface defect using support vector machines and convolutional neural network, based on data created by generative adversarial networks
(Massachusetts Institute of Technology, 2020)
With the current surge of Industry 4.0 in high-end technology industries, enabling complete digitalization and machine-to-machine interaction, and with the vulgarization of its techniques, commodity-based industries are ...
Fault detection in a continuous production line using adaptive control chart limits
(Massachusetts Institute of Technology, 2020)
The fourth industrial revolution, known as Industry 4.0, has emerged in the past few decades. With its focus on digitization and interconnectivity between devices, data collection, and operator behavior, implementing ...