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"Machine learning-based failure mode identification of double shear bol" by Samia Zakir Sarothi, Khondaker Sakil Ahmed et al. - Vimarsana News

"Machine learning-based failure mode identification of double shear bol" by Samia Zakir Sarothi, Khondaker Sakil Ahmed et al.

The design of double shear bolted connections in structural steel is governed by four different failure modes; tear out, splitting, net-section, and bearing. Ten machine learning (ML) approaches were explored on a comprehensive database of 455 experimental results for identifying the failure modes of double shear bolted connections. Among them, Random Forest (RF), CatBoost, XGBoost, and Gradient Boosting (GB) attained 90–92% accuracy on the testing dataset for classifying the failure modes. The best-performing models revealed that the ratio of the edge distance-to-bolt diameter (e2/d0) is th...

Source: uow.edu.au
How to best prevent blackouts and loss of propulsion on passenger vessels | Hellenic Shipping News Worldwide - Vimarsana News

How to best prevent blackouts and loss of propulsion on passenger vessels | Hellenic Shipping News Worldwide

A new DNV guidance paper “Managing the risks of blackouts” addresses the prevention and mitigation of blackouts to support safe and reliable operations as the passenger sector finds its feet again following the pandemic. Blackouts represent a major accident hazard for the passenger ship industry. In certain situations, the resulting loss of propulsion may pose ...

How should environmental monitoring locations be chosen? - Vimarsana News

How should environmental monitoring locations be chosen?

Here, EPR summarises Dr William Whyte’s guidance for formally selecting cleanroom monitoring locations and action levels.

How to Choose the Best Sample Point for Particle Monitoring - Vimarsana News

How to Choose the Best Sample Point for Particle Monitoring

This article outlines the factors to take into account when choosing the best sample points for particle monitoring.

CNN At This Hour With Kate Bolduan March 4, 2022 16:06:00 - Vimarsana News

CNN At This Hour With Kate Bolduan March 4, 2022 16:06:00

Way that made them inherently unstable but the water boils away and the fuel is uncovered, the reactivity actually increases, so it leads to a runaway reaction and a potential for a larger explosion. that particular failure mode can't happen in this type of reactor here just based on the inherent physics of the design. >> so interesting. general, i think you were touching on this and i wanted to ask more about this. a senior defense official is now saying that the united states is quote unquote deeply concerned about russia's, what russia's intentions are regarding this nuclear power plant. an...