Scenic spot people flow control system and method
A technology for controlling system and people flow, applied in the field of people flow control system in scenic spots, can solve problems such as poor travel experience, and achieve the effect of improving the accuracy of people flow prediction, improving accuracy and improving accuracy.
Active Publication Date: 2021-08-13
XIANGNAN UNIV
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This travel experience is terrible and has major safety hazards
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[0044] In order to make the purpose, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings. Obviously, the described embodiments are only some of the embodiments of the present invention, rather than all of them. 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.
[0045] Such as figure 1 As shown, the present application of the present invention proposes a scenic spot crowd control system, the system comprising:
[0046] Information collection module, the information includes date information, temperature information, weather information, vehicle flow information and people flow information within a set threshold range around the scenic spot; the date information includes the identification of ho...
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The invention provides a scenic spot people flow control system and method, and the system comprises: an information collection module which comprises date information, temperature information, weather information, and traffic flow information and people flow information in a set threshold range around a scenic spot, wherein the date information comprises holiday and workday identifiers; the people flow prediction result module that is used for inputting the information acquired by the information acquisition module into a trained people flow prediction model based on deep neural network passengers to obtain a people flow prediction result value; and the people flow control module that makes plan preparation according to the prediction result value, and the plan preparation comprises vehicle arrangement scheduling, personnel arrangement scheduling, catering arrangement scheduling and flow limiting arrangement scheduling in the scenic spot. According to the technical scheme, multi-dimensional data information capable of influencing people flow prediction is fully utilized to carry out people flow prediction, the influence of a time sequence on people flow data is considered, the LSTM network is used for people flow prediction, in addition, in order to further improve the accuracy of people flow prediction, the DCNN is adopted to carry out people flow prediction, and the accuracy of people flow prediction is enhanced.
Description
technical field [0001] The invention belongs to the technical field of crowd flow prediction control, and in particular relates to a system and method for crowd flow control in a scenic spot. Background technique [0002] According to reports, on May 2, 2021, the number of tourists in Tiantangzhai, Jinzhai, Lu'an, Anhui skyrocketed, exceeding the transportation capacity, and nearly 10,000 people were stranded on the way down the mountain. Had to hike to the visitor center, the roads along the way were congested. After that, a large number of tourists gathered at the ticket office and shouted for refund until 9:00 pm. This kind of tourism experience is very bad, and there are major safety risks. [0003] The tourist flow data of the scenic spot can not only reflect the historical and current tourist carrying capacity and distribution of the scenic spot, but also provide data support for managers to make future decisions and improve operating efficiency. Making sufficiently...
Claims
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IPC IPC(8): G06K9/00G06K9/62G06Q10/04G06Q10/06G06Q50/14G06N3/04G06N3/08
CPCG06Q10/04G06Q10/06311G06Q50/14G06N3/08G06V20/53G06N3/044G06N3/045G06F18/214
Inventor 周震宇叶琴
Owner XIANGNAN UNIV