Method and device for analyzing influencing factor of comprehensive efficiency of cigarette making device

A technology of comprehensive equipment efficiency and influencing factors, applied in the direction of structured data retrieval, resources, instruments, etc., can solve problems such as inability to dig out, and achieve the effects of controlling production costs, improving overall equipment efficiency, and reducing energy consumption

Inactive Publication Date: 2018-04-13
CHINA TOBACCO SHANDONG IND
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  • Abstract
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  • Claims
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Problems solved by technology

[0002] At present, the analysis of the overall efficiency of cigarette equipment by enterprises is limited to the numerical calculation and statistical display of the overall efficiency of the equipment, and the key factors that restrict the overall efficiency of the equipment cannot be scientifically, effectively and reasonably excavated from the big data.

Method used

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  • Method and device for analyzing influencing factor of comprehensive efficiency of cigarette making device
  • Method and device for analyzing influencing factor of comprehensive efficiency of cigarette making device
  • Method and device for analyzing influencing factor of comprehensive efficiency of cigarette making device

Examples

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Embodiment 1

[0054] This embodiment provides a method for analyzing factors affecting the comprehensive efficiency of cigarette equipment, the method comprising the following steps:

[0055] Step 101: constructing a multi-dimensional data model of the comprehensive efficiency data mart of cigarette equipment;

[0056] Step 102: Mining the comprehensive efficiency data of cigarette equipment based on the multi-dimensional data model to obtain key influencing factors affecting the comprehensive efficiency of cigarette equipment.

[0057] The method for analyzing the influencing factors of the overall efficiency of cigarette equipment proposed in this example is based on the construction of a data mart for the overall efficiency of cigarette equipment, and data mining is carried out to obtain six factors related to personnel, equipment, materials, operating procedures, production environment, and measurement systems. The data dimensions form the "knowledge model", and these six data dimensions ...

Embodiment 2

[0087] The purpose of this embodiment is to propose a computer device for analyzing factors affecting the overall efficiency of cigarette equipment, including a memory, a processor, and a computer program stored in the memory and operable on the processor, characterized in that the processing Implement the following steps when the device executes the program, including:

[0088] Construct a multi-dimensional data model of the comprehensive efficiency data mart of cigarette equipment;

[0089] Based on the multi-dimensional data model, the data mining of comprehensive efficiency of cigarette equipment was carried out, and the key influencing factors affecting the comprehensive efficiency of cigarette equipment were obtained.

Embodiment 3

[0091] The purpose of this embodiment is to propose a computer-readable storage medium on which is stored a computer program for the analysis of factors affecting the overall efficiency of cigarette equipment. It is characterized in that, when the program is executed by a processor, the following steps are implemented:

[0092] Construct a multi-dimensional data model of the comprehensive efficiency data mart of cigarette equipment;

[0093] Based on the multi-dimensional data model, the data mining of comprehensive efficiency of cigarette equipment was carried out, and the key influencing factors affecting the comprehensive efficiency of cigarette equipment were obtained.

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Abstract

The invention discloses a method and device for analyzing an influencing factor of the comprehensive efficiency of a cigarette making device. A multi-dimensional data model of a comprehensive efficiency data set for a cigarette making device is constructed; and on the basis of the multi-dimensional data model, comprehensive efficiency data mining of the cigarette making device is carried out to obtain a key influence factor affecting the comprehensive efficiency of the cigarette making device. According to the invention, on the basis of construction of the comprehensive efficiency data set forthe cigarette making device, data mining is carried out to obtain the multi-dimensional data model related with the personnel, equipment, materials, operating procedures, production environment, andmeasurement system; with an expectation maximum algorithm, the data are classified into two classes; and on the basis of an association rule mining algorithm, an associated analysis is carried out onthe two types of data to obtain the key influence factor affecting the comprehensive efficiency of the cigarette making device.

Description

technical field [0001] The invention relates to the field of analysis of factors affecting comprehensive efficiency of cigarette equipment, in particular to a method and device for analyzing factors affecting comprehensive efficiency of cigarette equipment. Background technique [0002] At present, the analysis of the overall efficiency of cigarette equipment by enterprises is limited to the numerical calculation and statistical display of the overall efficiency of the equipment, and the key influencing factors that restrict the overall efficiency of the equipment cannot be scientifically, effectively and reasonably excavated from the big data. [0003] The present invention builds a theme data mart on the basis of data preprocessing on relevant data sources such as cigarette production, consumption, equipment, materials, finance, quality, technology, energy, etc. Starting from the six dimensions of regulations, environment, and measurement system, the key factors affecting ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06F17/30
CPCG06F16/283G06F2216/03G06Q10/06393
Inventor 李琳王文智黄秀何心芹高阳王彬彬张莎莎王广超万云飞
Owner CHINA TOBACCO SHANDONG IND
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