Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis

AH Elsheikh - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Abstract Machine learning (ML) methods have received immense attention as potential
models for modeling different manufacturing systems. This paper presents a comprehensive …

Towards vibration-based damage detection of civil engineering structures: overview, challenges, and future prospects

A Zar, Z Hussain, M Akbar, T Rabczuk, Z Lin… - International Journal of …, 2024 - Springer
In this paper, we delve into the evolving landscape of vibration-based structural damage
detection (SDD) methodologies, emphasizing the pivotal role civil structures play in society's …

A new hybrid PSO-YUKI for double cracks identification in CFRP cantilever beam

A Khatir, R Capozucca, S Khatir, E Magagnini… - Composite …, 2023 - Elsevier
The durability and simplicity of the programming of meta-heuristic algorithms make them
important in the optimization field. This paper presents a novel application for double cracks …

Gorilla optimization algorithm combining sine cosine and cauchy variations and its engineering applications

S Wang, L Cao, Y Chen, C Chen, Y Yue, W Zhu - Scientific Reports, 2024 - nature.com
To address the issues of lacking ability, loss of population diversity, and tendency to fall into
the local extreme value in the later stage of optimization searching, resulting in slow …

Greedy opposition-based learning for chimp optimization algorithm

M Khishe - Artificial Intelligence Review, 2023 - Springer
The chimp optimization algorithm (ChOA) is a hunting-based model and can be utilized as a
set of optimization rules to tackle optimization problems. Although ChOA has shown …

Damage assessment in laminated composite plates using modal Strain Energy and YUKI-ANN algorithm

MI Shirazi, S Khatir, B Benaissa, S Mirjalili… - Composite …, 2023 - Elsevier
In this paper, a new hybrid YUKI-ANN is implemented for Structural Health Monitoring (SHM)
of laminated composite plates. A finite element model is constructed and used to identify …

Development of the Natural Survivor Method (NSM) for designing an updating mechanism in metaheuristic search algorithms

HT Kahraman, M Katı, S Aras, DA Taşci - Engineering Applications of …, 2023 - Elsevier
Meta-heuristic search algorithms (MHSs) are methods that take their inspiration from nature.
However, the fitness value information used in the design of the update mechanism in MHSs …

A novel structure adaptive discrete grey Bernoulli model and its application in renewable energy power generation prediction

Y Wang, R Yang, L Sun - Expert Systems with Applications, 2024 - Elsevier
Currently, the renewable energy power generation industry has entered a new stage, and
accurate renewable energy power generation prediction is of great significance for the …

Forecasting and characterization of composite pipeline based on experimental modal analysis and YUKI-gradient boosting

M Seguini, S Khatir, D Boutchicha, AO Brahim… - … and Building Materials, 2024 - Elsevier
The surging demand for fiberglass pipe materials in the Oil and Gas transportation sectors
are driven by their exceptional durability and ease of use. This study combined improved …

Incipient fault diagnosis of analog circuit with ensemble HKELM based on fused multi-channel and multi-scale features

S Wang, Z Liu, Z Jia, Z Li - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
As an essential part in electronics-rich system, the failure of analog circuits will severely
affect the system reliability and security. Incipient fault of analog circuit refers to the early …