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suggests that AI-driven renovations in prefabricated hotels have a positive impact on the aesthetic quality of the hotel interiors, which in turn leads to higher tourist satisfaction. Prefabricated hotels,…
Category: Engineering
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Experimental validation of machine learning for contamination classification of polluted high voltage insulators using leakage current
Sopelsa Neto, N. F., Stefenon, S. F., Meyer, L. H., Ovejero, R. G. & Leithardt, V. R. Q. Fault prediction based on leakage current in contaminated insulators using enhanced time series forecasting models. Sensors 22, 6121 (2022).
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Enhancing drilling performance in 3D printed PLA implants application of PIV and ML models
Balaji, D. et al. Additive Manufacturing for Aerospace from Inception to Certification. J. Nanomater. (2022). (2022).
Jiménez, M., Romero, L., Domínguez, I. A., Espinosa, M. D. M. & Domínguez, M. Additive Manufacturing Technologies: An Overview…
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Towards safer steel operations with a multi model framework for accident prediction and risk assessment simulation
This section focuses on the details about the study findings outlining the results and their interpretations.
Results of machine learning (ML) models
The results of the ML-based models are summarized and discussed next.
Gradient boosting machines…
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Accuracy of 3D printing of the samples in the prototyping of cavity-based metamaterials
Selection of the 3D printing technique and sealing
In the case of a coiled-up resonator, the first idea was to print the measurement sample in two halves and then join them together. This allows for a visual inspection of the print quality of the…
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Design of a novel noise resilient algorithm for fault detection in wind turbines on supervisory control and data acquisition system
This study proposes a methodology that integrates SCADA data analysis with statistical techniques as illustrated in Fig. 1 with the approach spanning four seasons to detect turbine anomalies. The identified anomalies were used to label SCADA…
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Synergistic effect of MWCNTs and GO as a reinforcing phase on copper slag-based cement composites
Fluidity of the CSC pastes
The influence of cement paste and copper slag composite cement paste with different reinforcing materials on the fluidity is shown in (Fig. 6). It could be found that the fluidity decreased with the addition of ordinary…
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A driving feel oriented dynamic model for commercial vehicles
To accurately simulate the driving feel, a cabin mounting model is developed that considers the load-carrying, guiding, and K&C geometric correction characteristics of the cabin mounting system. A powertrain vibrations excitation model and a…
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Effect of loading rate and arc boundary on dynamic crack arrest behavior of brittle material under dynamic loads
Under medium- and low-speed impacts, the PMMA exhibited a typical linear elastic response. PMMA exhibits fracture behavior under impact loading that resembles that of brittle substances, such as rock or concrete31,32. Drop plate impact (DPI)…
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Research on improved RRT path planning algorithm based on multi-strategy fusion
Target Bias strategy
The traditional RRT algorithm adopts a global random sampling method. The random tree expansion lacks a clear orientation, and the sampling points are more disordered, which leads to a blind search and low search efficiency….
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