Machine-learning-based methods for acoustic emission testing: a review

G Ciaburro, G Iannace - Applied Sciences, 2022 - mdpi.com
Acoustic emission is a nondestructive control technique as it does not involve any input of
energy into the materials. It is based on the acquisition of ultrasonic signals spontaneously …

[HTML][HTML] Machine fault detection methods based on machine learning algorithms: A review

G Ciaburro - Mathematical Biosciences and Engineering, 2022 - aimspress.com
Preventive identification of mechanical parts failures has always played a crucial role in
machine maintenance. Over time, as the processing cycles are repeated, the machinery in …

Modeling acoustic metamaterials based on reused buttons using data fitting with neural network

G Ciaburro, G Iannace - The Journal of the Acoustical Society of …, 2021 - pubs.aip.org
Metamaterials are designed by arranging artificial structural elements according to periodic
geometries to obtain advantageous and unusual properties when they are hit by waves …

Design optimization of three-layered metamaterial acoustic absorbers based on PVC reused membrane and metal washers

G Ciaburro, R Parente, G Iannace, V Puyana-Romero - Sustainability, 2022 - mdpi.com
Waste management represents a critical issue that industrialized countries must necessarily
deal with. Sustainable architecture involves the reuse of materials with the aim of …

Machine learning-based algorithms to knowledge extraction from time series data: A review

G Ciaburro, G Iannace - Data, 2021 - mdpi.com
To predict the future behavior of a system, we can exploit the information collected in the
past, trying to identify recurring structures in what happened to predict what could happen, if …

Fan fault diagnosis using acoustic emission and deep learning methods

G Ciaburro, S Padmanabhan, Y Maleh… - Informatics, 2023 - mdpi.com
The modern conception of industrial production recognizes the increasingly crucial role of
maintenance. Currently, maintenance is thought of as a service that aims to maintain the …

Functional aerogels with sound absorption and thermal insulation derived from semi-liquefied waste bamboo and gelatin

H Pu, X Ding, H Chen, R Dai, Z Shan - Environmental Technology & …, 2021 - Elsevier
The conversion of biomass waste resources into value-added products is an interesting
subject. In this paper, a functional biobased aerogel derived from waste bamboo fibres and …

[HTML][HTML] Thermo-Acoustic Properties of Four Natural Fibers, Musa textilis, Furcraea andina, Cocos nucifera, and Schoenoplectus californicus, for Building …

L Bravo-Moncayo, M Argotti-Gómez, O Jara… - Buildings, 2024 - mdpi.com
Natural and bio-based construction materials such as bamboo, cork, or natural fiber
composites offer a promising solution for enhancing the environmental sustainability of …

Numerical simulation for the sound absorption properties of ceramic resonators

G Ciaburro, G Iannace - Fibers, 2020 - mdpi.com
This work reports the results of experimental measurements of the sound absorption
coefficient of ceramic materials using the principle of acoustic resonators. Subsequently, the …

Sound Absorption Performance and Mechanism of Aluminum Foams with Double Main Pore‐Porous Cell Wall Structure

B Huang, Q Miao, X Zuo, J Yi, Y Zhou… - Advanced Engineering …, 2023 - Wiley Online Library
To enhance the sound absorption performance of open‐cell aluminum foam, the double
main pores‐porous cell walls (DMP‐PCW) aluminum foams via infiltration casting of …