AE (Acoustic Emission) meets AI (Artificial intelligence) in the field of tribology (Rotating Machine)

Acoustic emission (AE) is a passive NDE technique that makes use of the high-frequency acoustic energy emitted by an object that is undergoing stress, such as when corrosion products formed on a corroding rebar push out on the concrete surrounding it.

Project Title

AE (Acoustic Emission) meets AI (Artificial intelligence) in the field of tribology (Rotating Machine)

Project Area of Specialization

Mechanical Engineering

Project Summary

Acoustic emission (AE) is a passive NDE technique that makes use of the high-frequency acoustic energy emitted by an object that is undergoing stress, such as when corrosion products formed on a corroding rebar push out on the concrete surrounding it.

Project Objectives

The goals of acoustic emission examinations in industrial applications today, are detection, location and assessment of flaws in structures made of metal, concrete or composites. In these materials, fracture development in form of crack propagation is a primary source of acoustic emission.

Project Implementation Method

Acoustic emission testing works by mounting small sensors onto a component under test. The sensors convert the stress waves into electrical signals, which are relayed to an acquisition PC for processing. ... Acoustic emission can be thought of as tiny earthquakes that occur in the material.

Benefits of the Project

Acoustic emission has many advantages over other methods. These include: Ability to detect a range of damage mechanisms including, but not limited to, fibre breakages, friction, impacts, cracking, delamination and corrosion in their early stages, before they become significant issues.

Technical Details of Final Deliverable

Final deliverables outline a project's entire scope of work, while deliverables created during earlier phases of a project are based on short-term snapshots of project activity. Initiation phase deliverables can include a project charter or a business case.

Final Deliverable of the Project

Hardware System

Core Industry

Manufacturing

Other Industries

IT

Core Technology

Artificial Intelligence(AI)

Other Technologies

3D/4D Printing

Sustainable Development Goals

Decent Work and Economic Growth, Industry, Innovation and Infrastructure

Required Resources

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