Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 2 of 2
Full-Text Articles in Engineering
Smart-Detect: An Iot Based Monitoring System For Oil Leak Detection, Youssef Mohamed Baiji
Smart-Detect: An Iot Based Monitoring System For Oil Leak Detection, Youssef Mohamed Baiji
Electrical Engineering Theses
In the past couple of years, the oil and gas industry is aiming to reduce it’s day-to-day costs due to reasons such as reduction in oil prices, mass overproduction and so on. This has the Oil and Gas industries aiming for innovative ways to reduce costs and minimize nonproductive time. In order to accomplish this goal, oil companies need to improve and control measurements with more reliable but relatively cheaper systems. One of the methods is using Internet-of-Things (IoT) based monitoring systems which can help in remote monitoring. IoT is offering better solutions for oil and gas companies to reduce …
Machine Learning Applications In Computer Integrated Material Design And Modeling, Joseph O. Oyedele
Machine Learning Applications In Computer Integrated Material Design And Modeling, Joseph O. Oyedele
Mechanical Engineering Theses
This research seeks to develop and test a framework for considering Inductive Hierarchical Analysis (IHA) using Machine Learning (ML) technique in a multistage material design of a gear manufacturing process. A ML model was developed, which implements Random Forest (RF) regression algorithm together with analysis of variance (ANOVA) approach for mapping sets of material and product design variables, thus classifying the design space into feasible and non-feasible solution space. This approach is applied to the design of steel gear within specified performance requirements by exploring the design space for the Process-Structure-Property-Performance (PSPP) relation in the hot rolling process. With an …