Mountain scenic spot mountaineering decision-making method and system based on multi-factor edge calculation
An edge computing and decision-making technology, applied in the field of mountaineering decision-making methods and systems in mountain scenic spots, can solve problems such as reducing the accuracy of calculation and judgment, dependence, and dependence on the accuracy of neural network algorithms, to improve calculation efficiency and accuracy, strong practicability, Ease of implementation
Active Publication Date: 2022-04-12
中国气象局公共气象服务中心
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However, this method completely depends on the accuracy of the neural network algorithm, and when the neural network algorithm has certain defects, it will greatly reduce the accuracy of calculation and judgment.
[0004] In the existing road surface state detection methods for mountain scenic spots, the icing condition of the road surface can also be predicted through the neural network algorithm through the road surface temperature data, but it also depends on the accuracy of the neural network algorithm
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[0032] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0033] Such as figure 1 As shown, it is a schematic flow chart of the mountaineering decision-making method for mountain scenic spots based on multi-factor edge computing provided in the embodiment of the present invention. The data of temperature, humidity, water accumulation height, and snow depth are collected by sensors, and the data are fitted and calculated by the edge computing ce...
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The invention provides a mountaineering decision-making method and system for a mountain scenic spot based on multi-factor edge calculation. An acquisition module acquires the pavement temperature, the environment temperature, the snow depth, the first precipitation amount and the second precipitation amount of a target pavement; the cloud data center obtains the collected data and loads the data to a to-be-allocated calculation task matrix, the fitting degree of each task and each edge calculation center is calculated, and the calculation task is allocated to the edge calculation center with the maximum fitting degree for calculation; and performing judgment, judging a target road surface state, and determining a mountain climbing index. According to the method, the calculation efficiency and accuracy are improved by using a big data high-concurrency calculation mode, the mountain climbing index of the large-area mountain scenic area can be judged, the practicability is high, and implementation is convenient.
Description
technical field [0001] The invention relates to the technical field of mountaineering decision-making, in particular to a method and system for mountaineering decision-making in mountain scenic spots based on multi-factor edge computing. Background technique [0002] Mountain scenic spots are regional complexes with high ecological value, ornamental value and scientific research value, with natural mountains as the main scenery resources and landscape elements. Because there are no weather stations or few meteorological collection points, they belong to meteorological observation data Blind spots have led to the lack of pertinence and accuracy of meteorological-related mountaineering decision-making products for mountain scenic spots, which have seriously affected the service quality and estimation effects of mountaineering decision-making service products. [0003] The mountaineering decision-making method usually involves the judgment of the state of the mountaineering roa...
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Login to View More IPC IPC(8): G06F9/50G06N3/08G01D21/02
Inventor 慕建利王丽娟李文静张鑫鑫邓美玲袁彬陈树杨如意
Owner 中国气象局公共气象服务中心