Acoustic Features of the Impact of Laser Pulses on Metal-Ceramic Carbide Alloy Surface DOI Creative Commons
Sergey N. Grigoriev, М. П. Козочкин, A. N. Porvatov

et al.

Sensors, Journal Year: 2024, Volume and Issue: 24(16), P. 5160 - 5160

Published: Aug. 10, 2024

Technologies associated with using concentrated energy flows are increasingly used in industry due to the need manufacture products made of hard alloys and other difficult-to-process materials. This work is devoted expanding knowledge about processes accompanying impact laser pulses on material surfaces. The features these reflected acoustic emission signals, parameters which were as a tool for understanding phenomena. influence plasma formations above surface self-oscillatory phenomena self-regulation process that affects pulse productivity examined. stability formation over time, its performance, changes heat flux power density considered. Experimental data show change transmitted by when focal plane shifted. Experiments different powers durations alloy showed relationship between amplitude performance. shows content signals possibility research flow technologies.

Language: Английский

From Waste to Renewables: Challenges and Opportunities in Recycling Glass Fibre Composite Products from Wind Turbine Blades for Sustainable Cement Production DOI Open Access
Sandra Bulińska, Agnieszka Sujak, Michał Pyzalski

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(12), P. 5150 - 5150

Published: June 17, 2024

The progress of civilization, driven significantly by the widespread adoption electricity, has impacted various aspects life, from household operations to industrial activities. Consequently, there been a notable increase in waste production across different sectors economy. Among used materials, composite products reinforced with glass fibres stand out due their prevalent use numerous industries. While offering strength and durability, they pose disposal challenges complex composition, making recycling difficult contributing accumulation landfills or environmental contamination. Industrialised nations wrestle balancing economic growth sustainability, aiming reduce ecological footprint Efforts promote recycling, develop alternative improve management practices are crucial for mitigating impact civilisation’s progress. This article presents methods disposing post-operation wind turbine blades, focusing on fibre as secondary raw materials. We discuss technological, normative, emphasise need ongoing research innovation practices. examine cement advocate sustainable principles renewable energy industry, aligning endeavours sustainability greener future.

Language: Английский

Citations

7

Artificial Intelligence Model Used for Optimizing Abrasive Water Jet Machining Parameters to Minimize Delamination in Carbon Fiber-Reinforced Polymer DOI Creative Commons
Ioan Alexandru Popan, Vlad Bocăneț, Selver Softic

et al.

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(18), P. 8512 - 8512

Published: Sept. 21, 2024

This study introduces an artificial neural network (ANN) model for optimizing process parameters to reduce the chances of delamination in carbon fiber-reinforced polymer (CFRP) materials during abrasive water jet (AWJ) piercing. AWJ is a proper method cutting CFRP. The initial step this piercing, which creates entry holes material facilitate further operations. However, piercing particularly challenging due high energy applied material. If it not properly controlled, high-energy impact can cause delamination. Avoiding CFRP critical aspect when expensive parts are processed with AWJ, aerospace and automotive industries. compromise workpiece, induces extra costs rework. ANN was trained using backpropagation predict It features feed-forward architecture that balances complexity performance. Validation showed effectively predicted optimal parameters, eliminating machined parts. underscores potential ANNs enhancing processes provides robust reliable improving quality

Language: Английский

Citations

2

Acoustic Features of the Impact of Laser Pulses on Metal-Ceramic Carbide Alloy Surface DOI Creative Commons
Sergey N. Grigoriev, М. П. Козочкин, A. N. Porvatov

et al.

Sensors, Journal Year: 2024, Volume and Issue: 24(16), P. 5160 - 5160

Published: Aug. 10, 2024

Technologies associated with using concentrated energy flows are increasingly used in industry due to the need manufacture products made of hard alloys and other difficult-to-process materials. This work is devoted expanding knowledge about processes accompanying impact laser pulses on material surfaces. The features these reflected acoustic emission signals, parameters which were as a tool for understanding phenomena. influence plasma formations above surface self-oscillatory phenomena self-regulation process that affects pulse productivity examined. stability formation over time, its performance, changes heat flux power density considered. Experimental data show change transmitted by when focal plane shifted. Experiments different powers durations alloy showed relationship between amplitude performance. shows content signals possibility research flow technologies.

Language: Английский

Citations

0