Tower crane risk accident prediction method and system based on case-based reasoning

A technology of accident prediction and case, applied in prediction, data processing application, special data processing application, etc., can solve problems such as failure to predict risk accidents

Pending Publication Date: 2020-05-05
SHANGHAI JIANKE ENG CONSULTING
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Problems solved by technology

The above-mentioned existing methods all systematically analyze the safety risks of tower cranes, fail to predict the risk accid

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  • Tower crane risk accident prediction method and system based on case-based reasoning
  • Tower crane risk accident prediction method and system based on case-based reasoning
  • Tower crane risk accident prediction method and system based on case-based reasoning

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[0067] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. 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.

[0068] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0069] figure 1 It is a flow chart of a tower crane risk accident prediction method based on case reasoning according to an embodiment of the present invention.

[0070] In this embodiment, the case-based reasoni...

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Abstract

The invention discloses a tower crane risk accident prediction method and system based on case-based reasoning. The method comprises the following steps: constructing a tower crane accident case database; wherein the tower crane accident case database is composed of accident information of a plurality of tower crane accident cases; constructing a tower crane accident case similarity index system;calculating the weight of each index in the similarity index system by adopting a G1 algorithm; determining a calculation method of similarity of different types of single indexes in the tower crane accident case similarity index system; calculating the similarity between the target case and each tower crane accident case in a tower crane accident case database by adopting a discrete variable secondary scoring method or a discrete variable tertiary scoring method according to the weight, and sorting all tower crane accident cases from large to small according to the similarity; selecting the first N tower crane accident cases to form a similar accident case sequence; and determining a risk accident prediction type of the target case. According to the invention, the prediction accuracy of risk accidents possibly occurring in a single target case can be improved.

Description

technical field [0001] The present invention relates to the technical field of risk accident prediction, in particular to a tower crane risk accident prediction method and system based on case reasoning. Background technique [0002] With the continuous development of the construction industry, there are more and more high-rise building constructions, and the construction of high-rise buildings is inseparable from the use of tower cranes. In recent years, tower crane safety accidents have occurred frequently. On July 22, 2017, a tower crane collapsed at a construction site in Zhuhai District, Guangzhou City, resulting in 7 deaths and 2 serious injuries. Tower crane accidents will bring large casualties and huge property losses to the whole society. Therefore, the prediction of tower crane risk accidents and the adoption of effective prevention and control measures have become the focus of attention in the field of construction. [0003] The existing tower crane risk analysi...

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/08G06F16/903
CPCG06Q10/04G06Q10/0635G06Q50/08G06F16/90335
Inventor 周红波纪梅蔡来炳杨奇王彦忠林楠姚浩李敏
Owner SHANGHAI JIANKE ENG CONSULTING
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