Machine learning & AI

Condition monitoring and data analysis in the cloud

In today's factories, to prevent damage to machines, sensors often trigger an alarm as soon as equipment begins to exhibit suspicious behavior—but rarely is this sensor data fully exploited. At the Hannover Messe Preview ...

Machine learning & AI

Artificial intelligence for machine tool maintenance

In mechanical engineering, maintaining and replacing defective components timely in machine tools is an important part of the manufacturing process. In the case of ball screw drives, such as those used in lathes to precisely ...

Automotive

AI to help drive engine efficiencies on the road

Researchers at Argonne are developing the deep learning framework MaLTESE (Machine Learning Tool for Engine Simulations and Experiments) to meet ever-increasing demands to deliver better engine performance, fuel economy and ...

Business

Siemens pins hopes on rail as manufacturing gloom hits home

German industrial conglomerate Siemens reported Thursday falling profits in its third quarter across most of its sprawling operations as manufacturers worldwide suffered, but said it could still reach full-year targets.

Machine learning & AI

Cracking open the black box of automated machine learning

Researchers from MIT and elsewhere have developed an interactive tool that, for the first time, lets users see and control how automated machine-learning systems work. The aim is to build confidence in these systems and find ...

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