Simulation analysis and performance evaluation
In this study, the author constructed a neural network load prediction model, which was designed with 10 input nodes and 1 output node. The general idea is to use the first 10 data points to predict…
Category: Engineering
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Influence of soil structure and clay mineralogy on Atterberg limits
The experimental findings from this study done to understand the factors influencing the Atterberg limits are presented and discussed in this section.
Figure 3 is a set of plots of liquid limit versus clay fraction for all the series of clay-fine…
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Empowering voice assistants with TinyML for user-centric innovations and real-world applications
Traditional voice assistants rely on cloud-based processing, which results in latency, high energy consumption, and privacy concerns. TinyML enables on-device inference, reducing cloud dependency. However, limitations include reduced…
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Variotherm assisted precision injection molding of plastic optical lenses based on improved cooling stage control model
Precision Injection Molding (PIM) is a primary technique for the mass production of plastic optical lenses, including products with diverse optical surfaces, including free-form surfaces1, diffractive surfaces2, and array surfaces3. The residual…
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Analysis of thrust force generation during the drilling of natural fiber based hybrid composite
Raj, M. K. A., Muthusamy, S., Panchal, H., Ibrahim, A. M. M. & Alsoufi, M. S. Elsheikh. Investigation of mechanical properties of dual-fiber reinforcement in polymer composite. J. Mater. Res. Technol. 18, 3908–3915 (2022).
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Apple braces for $900M tariff blow as Trump’s trade war threat returns
Tim Cook is bracing for the worst as Trump’s tariffs could come back to bite Apple.
The iPhone maker’s chief warned the company could take a hit of up to $900 million in added costs this quarter alone from the planned US tariffs on foreign…
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Spatiotemporal tensor analysis for effective information mining of hydraulic structures considering environmental excitation and vibration response
The hydraulic structure system is an open, dissipative, and complex nonlinear dynamical system, with at least one part or more parts or all parts of the system’s nonlinear characteristics, and there are nonlinear…
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Intelligent analysis algorithm for power engineering data based on improved BiLSTM
Overview of the BiLSTM model
In power engineering data analysis, especially for tasks such as load forecasting and equipment status monitoring, challenges in long time series modeling. To effectively capture this dependency, the traditional LSTM…
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Laterite soil powder as cementing material for the production of high-performance mortar
Fresh mortar properties
Setting time
The graph in Fig. 4 illustrates the setting time of the LSP mixtures at various replacement levels. The data clearly indicates that the inclusion of LSP in the mix had minimal impact on the initial setting…
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Real-time prediction of early concrete compressive strength using AI and hydration monitoring
Cement hydration process
The cement hydration process is the cornerstone of concrete’s development, transforming a mixture of cement and water into a hard, durable structure. This chemical reaction between the cement components and water is…
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