Garbage land deployment modeling method based on urban population movement

A garbage and population technology, applied in data processing applications, instruments, forecasting, etc., can solve problems such as NIMBY avoidance conflicts, and achieve the effect of improving forecasting results and effectively utilizing capacity and load balancing

Pending Publication Date: 2021-12-31
NANJING UNIV OF POSTS & TELECOMM +1
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Problems solved by technology

Therefore, garbage stations are often resisted by residents in the area, and even result in NIMBY conflicts.

Method used

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  • Garbage land deployment modeling method based on urban population movement
  • Garbage land deployment modeling method based on urban population movement
  • Garbage land deployment modeling method based on urban population movement

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Embodiment Construction

[0047] The technical solution of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0048] The invention discloses a method for modeling garbage land deployment based on urban population flow, which specifically includes the following three parts.

[0049] 1. Collect and preprocess the relevant data part of the community point, and perform feature extraction on the relevant data of the community point.

[0050] The specific steps are as follows:

[0051] Step 1. Collect the relevant data of the community point over the years, including the resident population of the community, the total number of households, the average population per household, the immigrant population, the immigrant population, and garbage production and other data characteristics.

[0052] Step 2, according to the data characteristics collected in step 1, generate a community point vector X for each year's community point data i , where 1≤i≤n, ...

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Abstract

The invention discloses a garbage land deployment modeling method based on urban population movement. The method comprises the following steps of: firstly, collecting and preprocessing population of community points and related data of garbage yield to obtain an original data set; then establishing a grey prediction model and introducing a multiple linear regression model to predict the garbage yield; and finally, according to the prediction result of the garbage yield, combining the garbage yield over the years in the original data set, carrying out capacity threshold evaluation on the garbage stations governing the community point, thus achieving effective utilization of the garbage stations and balanced capacity load. According to the method, the grey prediction model and the multiple regression model are combined, the prediction effect is improved, meanwhile, the prediction result and historical data are integrated to obtain capacity threshold evaluation, effective utilization of urban garbage station construction resources and capacity load balancing can be achieved, the garbage station site selection problem is well solved, and the environment influence caused by garbage treatment is avoided while the living requirements of residents in surrounding communities are met as much as possible.

Description

technical field [0001] The invention relates to the field of computer and application technology, in particular to a method for modeling garbage land deployment based on urban population flow. Background technique [0002] In recent years, with the development of cities and the increase of population, the output of garbage in cities is also increasing. In order to deal with these garbage in a timely manner and reduce environmental pollution, all localities are vigorously promoting the construction of facilities such as garbage treatment and sewage treatment. On the one hand, with the increase of waste treatment facilities, the city's waste treatment capacity has been continuously improved, which has brought a lot of convenience to residents' lives; on the other hand, a worrying phenomenon has also appeared in the process of new construction or expansion of waste stations : The conflicts caused by the size and scale of garbage stations come and go one after another. The appe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26
CPCG06Q10/043G06Q10/06311G06Q50/26
Inventor 孙国梓喻秋梅万洪杰李华康
Owner NANJING UNIV OF POSTS & TELECOMM
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