Atlantis Highlights in Engineering

By analyzing and classifying a large amount of electricity marketing data, we aim to better understand user groups and market segmentation, and provide decision-making support for power companies or suppliers. Therefore, a parallel clustering method for Big data of power marketing based on DBIK means...

Loess sinkholes are one of the common diseases on loess slopes. To study the influence of loess sinkholes on the stability of loess slopes under rainfall conditions, indoor artificial rainfall simulation tests were carried out based on the rainfall similarity criterion. The corresponding laws of the...

In recent years, knowledge graph has gradually developed from the traditional knowledge analysis application to the application of social entities and relationships. In this paper, the application of knowledge graph to sales data relationships is studied, and the data source is obtained by taking the...

The global economy is steadily rising, and the power industry is rapidly developing, leading to a significant increase in global electricity consumption. However, the difference between peak and off-peak electricity demand is becoming more pronounced, causing an imbalance in the supply-demand relationship....

This paper investigates the data obtained from field tests and laboratory geotechnical experiments. Based on the semi-variogram method theory and the establishment of a random field model foundation, the data is detrended, followed by verifying stationarity and ergodicity. We comparatively analyze three...

This study investigates a deep foundation pit project on the south bank of the Taiping River in Chang'an District, Shijiazhuang City, Hebei Province. The project features 7–18 floors above ground and 1–2 underground floors, with excavation depths ranging from 5.5 to 9.3 m under complex geological...

An analysis was conducted on the example of treating collapsible loess in highway engineering, and it was found that the lime soil compaction pile method can reduce the soil subsidence coefficient and compression coefficient, and the larger the compression coefficient, the more obvious the effect and...

It is almost an international consensus to install fixed firefighting systems in some important or high-risk road tunnels. And the selection of fixed firefighting systems is influenced by factors such as tunnel section shape, location, and traffic composition. In this paper, a container transport vehicle...

This study addresses the key scientific problem that the mechanical properties of barite concrete differ significantly from those of ordinary concrete due to the special material characteristics of high density and high brittleness of aggregates, and adopts the method of fine-scale mechanics to carry...