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Enterprise life cycle stage identification method and identification system based on electricity consumption data

A technology of life cycle and electricity consumption data, applied in the field of enterprise life cycle stage identification method and identification system based on electricity consumption data, which can solve problems such as difficulty and difficulty in obtaining high-quality enterprise data.

Inactive Publication Date: 2019-08-09
普华讯光(北京)科技有限公司
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0003] At present, there are still relatively few empirical studies on the enterprise life cycle, mainly because it is difficult to obtain high-quality enterprise data.
This is especially difficult when the research objects are small and medium-sized enterprises that seldom disclose information to the outside world.

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  • Enterprise life cycle stage identification method and identification system based on electricity consumption data
  • Enterprise life cycle stage identification method and identification system based on electricity consumption data
  • Enterprise life cycle stage identification method and identification system based on electricity consumption data

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Embodiment Construction

[0048] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0049] Those skilled in the art can understand that, unless otherwise defined, all terms (including technical terms and scientific terms) used herein have the same meaning as commonly understood by those of ordinary skill in the art to which this invention belongs. It should also be understood that terms, such as those defined in commonly used dictionaries, should be understood to have meanings consistent with the meanings in the co...

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Abstract

The invention relates to the technical field of enterprise operation, in particular to an enterprise life cycle stage recognition method and recognition system based on power utilization data. The method comprises the following steps: S1, acquiring power consumption data of a target industry and power consumption data of a plurality of enterprises in the target industry; s2, determining the life cycle type of the enterprise; step S3, constructing enterprise characteristics; s4, performing oversampling processing on enterprises of which the life cycle types are a mature period and a decline period to obtain an enterprise training sample set; and S5, performing cost sensitive transformation on the gradient lifting decision tree model according to the enterprise training sample set to obtainan enterprise life cycle stage recognition model. According to the method, the enterprise life cycle stage recognition model is obtained on the basis of the power consumption data disclosed by the target industry and enterprises, the enterprise characteristics of the enterprises are input into the model, the life cycle stage of the enterprises can be obtained, and the method has the advantages ofbeing easy to implement and high in accuracy.

Description

technical field [0001] The present invention relates to the technical field of enterprise operation, in particular to an identification method and an identification system for an enterprise life cycle stage based on electricity consumption data. Background technique [0002] The theory of enterprise life cycle is one of the important theories in enterprise management research. This theory holds that the development process of an enterprise is like the whole life process of an organism, and there is a cycle from birth, growth, maturity, aging to death. The consistent views reached in the research results include that different life cycle theories divide enterprises into different development stages based on different division basis or judgment methods. Enterprises in different development stages may face different traps and it is necessary to formulate adaptive contingencies accordingly. Development Strategy. If the life cycle development stage of the enterprise cannot be c...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06Q50/06
CPCG06Q50/06G06F18/23213G06F18/24323G06F18/214
Inventor 刘同新徐剑张若兴段建新
Owner 普华讯光(北京)科技有限公司
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