Innovation capability quantitative evaluation system of power grid enterprise

Abstract

The invention relates to an innovation capability quantitative evaluation system for a power grid enterprise. The system comprises an acquisition module used for acquiring related power grid enterprise innovation data sources of a headquarters and basic units of the power grid enterprise; an index module which is connected with the acquisition module and is used for processing the related power grid enterprise innovation data source and obtaining multiple types of indexes of two dimensions from the two dimensions of a standard innovation process and a standard innovation result; the index evaluation module is connected with the index module and used for evaluating the multiple types of indexes to obtain corresponding scores of all the indexes; and the quantitative evaluation module is connected with the index evaluation module, and the quantitative evaluation module is used for performing weighted summation based on the corresponding scores of the indexes in the two dimensions to obtain quantitative evaluation of the innovation capability of the power grid enterprise. Compared with the prior art, the method has the advantages of accurate evaluation, automation and the like.

Description

Technical Field

[0001] The present invention relates to the technical field of quantitative evaluation, and in particular to a quantitative evaluation system for the innovation capability of a power grid enterprise. Background Art

[0002] In today's rapidly developing energy industry, the innovation capability of power grid companies has become a key indicator to measure their market competitiveness and sustainable development potential. However, the existing evaluation system often has problems such as insufficient quantitative analysis and backward evaluation methods, which makes it difficult to obtain objective and accurate evaluation results for the innovation capability of power grid companies.

[0003] Traditional evaluation systems mostly rely on qualitative analysis and expert scoring, which lack objectivity and accuracy. And as the amount of data of power grid enterprises increases, qualitative analysis and expert scoring become slower and require a lot of human resources. Patent application CN115860992A discloses a method and system for evaluating the performance of enterprise intellectual property rights. This method only measures the innovation of enterprises in terms of intellectual property rights, which is not a comprehensive analysis of the innovation ability of enterprises. It also lacks analysis of multiple dimensions, and the comprehensive evaluation is not particularly accurate, which affects the correct understanding of the innovation ability of power grid enterprises, and further affects the management and strategic planning of innovation by power grid enterprises.

[0004] Therefore, there is an urgent need for a more comprehensive quantitative evaluation system to comprehensively assess the innovation capabilities of power grid companies and promote their innovative development. Summary of the invention

[0005] The purpose of the present invention is to provide a quantitative evaluation system for the innovation capability of power grid enterprises that can achieve comprehensive evaluation.

[0006] The purpose of the present invention can be achieved by the following technical solutions:

[0007] A quantitative evaluation system for the innovation capability of power grid enterprises, including:

[0008] Acquisition module: used to obtain the relevant power grid enterprise innovation data sources from the power grid enterprise headquarters and grassroots units;

[0009] Indicator module: connected to the acquisition module, the indicator module is used to process the innovation data source of the relevant power grid enterprise, and obtain multiple types of indicators in two dimensions from the two dimensions of the process and results of standard innovation;

[0010] Index evaluation module: connected to the index module, the index evaluation module is used to evaluate the multiple types of indicators and obtain the corresponding score of each indicator;

[0011] Quantitative evaluation module: connected to the indicator evaluation module, the quantitative evaluation module is used to perform weighted summation based on the corresponding scores of the indicators under the two dimensions to obtain a quantitative evaluation of the innovation capability of the power grid enterprise.

[0012] Furthermore, the relevant power grid enterprise innovation data sources include annual reports, quarterly reports, intellectual property documents, academic research papers, and scientific and technological project applications and completion documents.

[0013] Furthermore, the indicator module includes a processing unit and an indicator determination unit.

[0014] The processing unit is used to pre-process the innovation data source of the relevant power grid enterprises and divide it into two dimensions to obtain innovation data sets of each dimension;

[0015] The indicator determination unit is used to determine the multiple types of indicators achieved by the power grid enterprise in two dimensions based on the innovation data sets of each dimension and in combination with the evaluation criteria of all indicators.

[0016] Furthermore, the preprocessing operation includes data cleaning, formatting and standardization.

[0017] Furthermore, the multiple categories of indicators under the process dimension include preparation stage indicators, standard creation indicators, and standard practice application indicators; the multiple categories of indicators under the result dimension include standard system indicators, digitalization indicators, economic benefit indicators, social benefit indicators, and ecological benefit indicators.

[0018] Furthermore, the execution steps of the indicator evaluation module include:

[0019] Obtain all customized indicators and their corresponding indicator values, wherein each indicator is included in all customized indicators of the industry;

[0020] Each of the indicators is matched with all the indicators customized for the industry, and the indicator values ​​customized for the industry are used as the corresponding scores of the corresponding indicators.

[0021] Furthermore, the quantitative evaluation module includes a process dimension quantitative evaluation unit, a result dimension quantitative evaluation unit and a two-dimensional comprehensive quantitative evaluation unit.

[0022] The process dimension quantitative evaluation unit is used to determine the weights of various indicators under the process dimension according to the relative importance of various indicators, and obtain the quantitative evaluation of the innovation capability of the process dimension according to the corresponding scores of each corresponding indicator;

[0023] The result dimension quantitative evaluation unit is used to determine the weights of various indicators under the result dimension according to the relative importance of various indicators, and obtain the quantitative evaluation of the innovation ability of the result dimension according to the corresponding scores of each indicator;

[0024] The two-dimensional comprehensive quantitative evaluation unit is used to assign weights to the innovation capability quantitative evaluation of the process dimension and the innovation capability quantitative evaluation of the process dimension according to the importance of the process dimension and the result dimension, and sum them up to obtain the innovation capability quantitative evaluation of the power grid enterprise.

[0025] Furthermore, the calculation expression for the quantitative evaluation of the innovation capability of the power grid enterprise is:

[0026] Q=ω1·S1+ω2·S2

[0027] ω1+ω2=1

[0028] S1=a1λ1+...+a m λ m

[0029] S2=b1λ1+...+b n λ n

[0030] In the formula, Q is the quantitative evaluation value of innovation capability, ω1 and ω2 are the importance coefficients of process dimension and result dimension, S1 is the quantitative evaluation value of innovation capability in process dimension, S2 is the quantitative evaluation value of innovation capability in result dimension, and a m is the score of the mth indicator under the process dimension, λ m is the weight corresponding to the mth indicator under the process dimension, b n is the score of the nth indicator under the result dimension, λ n is the weight corresponding to the nth indicator under the result dimension.

[0031] Furthermore, it also includes an evaluation and analysis module, which is connected to the indicator evaluation module and the quantitative evaluation module respectively, and is used to quantitatively evaluate and analyze the gap between the corresponding scores of each indicator and the innovation capability of the power grid enterprise and the expected target, and output key indicators that affect the quantitative evaluation results.

[0032] Furthermore, it also includes a monitoring module, which is connected to the indicator module, the indicator evaluation module and the quantitative evaluation module respectively, and is used to display and monitor the multiple categories of indicators in the two dimensions, the scores of each indicator and the quantitative evaluation of the innovation ability of the power grid enterprise.

[0033] Compared with the prior art, the present invention has the following beneficial effects:

[0034] (1) The present invention considers all relevant innovation data, starting from the innovation process dimension and the innovation result dimension, and obtains multiple types of indicators that power grid enterprises can achieve under the two dimensions. Then, by quantitatively evaluating a single indicator and performing a weighted summation of the two dimensions, a comprehensive quantitative evaluation of the innovation capability of power grid enterprises can be achieved.

[0035] (2) The quantitative evaluation module of the present invention takes into account the importance of process and result dimensions and the weight of each indicator, and calculates by weighted summation, so that the quantitative evaluation results of innovation ability are more accurate.

[0036] (3) The present invention greatly reduces manual participation and human resource costs by automatically dividing dimensions, confirming the indicators achieved, and calculating weights, which helps power grid companies adjust their goals according to their own development needs. BRIEF DESCRIPTION OF THE DRAWINGS

[0037] Figure 1 It is a schematic diagram of the system structure of the present invention. DETAILED DESCRIPTION

[0038] The present invention is described in detail below in conjunction with the accompanying drawings and specific embodiments. This embodiment is implemented based on the technical solution of the present invention, and provides a detailed implementation method and specific operation process, but the protection scope of the present invention is not limited to the following embodiments.

[0039] Example 1

[0040] This embodiment provides a quantitative evaluation system for the innovation capability of a power grid enterprise. Figure 1 As shown, the system includes an acquisition module 1, an indicator module 2, an indicator evaluation module 3, and a quantitative evaluation module 4.

[0041] Acquisition module 1 is used to obtain relevant power grid enterprise innovation data sources from the power grid enterprise headquarters and grassroots units, including annual reports, quarterly reports, intellectual property documents, academic research papers, science and technology project applications and completion documents.

[0042] The indicator module 2 is connected to the acquisition module 1, and is used to process the innovation data source of the relevant power grid enterprises, and obtain multiple indicators in two dimensions from the two dimensions of the process and results of standard innovation. This module mainly includes a processing unit 21 and an indicator determination unit 22. The processing unit 21 is used to pre-process the innovation data source of the relevant power grid enterprises and divide it into two dimensions to obtain innovation data sets of each dimension, wherein the pre-processing operation includes data cleaning, formatting and standardization processing; the indicator determination unit 22 is used to determine the multiple indicators achieved by the power grid enterprises in two dimensions based on the innovation data sets of each dimension and the evaluation criteria of all indicators, wherein the multiple indicators under the process dimension include preparation stage indicators, standard creation indicators, and standard practice application indicators, and the multiple indicators under the result dimension include standard system indicators, digital indicators, economic benefit indicators, social benefit indicators, and ecological benefit indicators.

[0043] The indicator evaluation module 3 is connected to the indicator module 2. The indicator evaluation module 3 is used to evaluate the multiple indicators to obtain the corresponding scores of each indicator. The execution steps of this module include:

[0044] Obtain all customized indicators and their corresponding indicator values, wherein each indicator is included in all customized indicators of the industry, wherein all indicators are obtained through expert experience and judgment, and the corresponding indicator values ​​are scored by experts;

[0045] Each of the indicators is matched with all the indicators customized for the industry, and the indicator values ​​customized for the industry are used as the corresponding scores of the corresponding indicators.

[0046] The quantitative evaluation module 4 is connected to the indicator evaluation module 3, and the quantitative evaluation module 4 is used to perform weighted summation based on the corresponding scores of the various indicators to obtain a quantitative evaluation of the innovation capability of the power grid enterprise. The module includes a process dimension quantitative evaluation unit 41, a result dimension quantitative evaluation unit 42, and a two-dimensional comprehensive quantitative evaluation unit 43. The process dimension quantitative evaluation unit 41 is used to determine the weights of various indicators under the process dimension according to the relative importance of various indicators, and obtain the quantitative evaluation of the innovation capability of the process dimension according to the corresponding scores of each corresponding indicator; the result dimension quantitative evaluation unit 42 is used to determine the weights of various indicators under the result dimension according to the relative importance of various indicators, and obtain the quantitative evaluation of the innovation capability of the result dimension according to the corresponding scores of each corresponding indicator; the two-dimensional comprehensive quantitative evaluation unit 43 is used to assign weights to the quantitative evaluation of the innovation capability of the process dimension and the quantitative evaluation of the innovation capability of the process dimension according to the importance of the process dimension and the result dimension, and sum them up to obtain the quantitative evaluation of the innovation capability of the power grid enterprise. Therefore, the calculation expression of the quantitative evaluation of the innovation capability of this module can be:

[0047] Q=ω1·S1+ω2·S2

[0048] ω1+ω2=1

[0049] S1=a1λ1+...+a m λ m

[0050] S2=b1λ1+...+b n λ n

[0051] In the formula, Q is the quantitative evaluation value of innovation capability, ω1 and ω2 are the importance coefficients of process dimension and result dimension, S1 is the quantitative evaluation value of innovation capability in process dimension, S2 is the quantitative evaluation value of innovation capability in result dimension, and a m is the score of the mth indicator under the process dimension, λ m is the weight corresponding to the mth indicator under the process dimension, bn is the score of the nth indicator under the result dimension, λ n is the weight corresponding to the nth indicator under the result dimension.

[0052] Example 2

[0053] This embodiment provides a system for quantitatively evaluating the innovation capability of a power grid enterprise, which also includes an evaluation and analysis module 5 and a monitoring module 6 .

[0054] The evaluation and analysis module 5 is connected to the index evaluation module 3 and the quantitative evaluation module 4 respectively, and is used to quantitatively evaluate and analyze the gap between the corresponding scores of each index and the innovation capability of the power grid enterprise and the expected target, and output key indicators that affect the quantitative evaluation results.

[0055] The monitoring module 6 is connected to the indicator module 2, the indicator evaluation module 3 and the quantitative evaluation module 4 respectively, and is used to display and monitor the multiple indicators of the two dimensions, the scores of each indicator and the quantitative evaluation of the innovation capability of the power grid enterprise.

[0056] The rest is the same as in Example 1.

[0057] Although the preferred embodiments of the present invention have been described, those skilled in the art may make other changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications that fall within the scope of the present invention.

[0058] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A quantitative evaluation system for the innovation capability of power grid enterprises, characterized in that: include: Acquisition module (1): used to obtain the relevant power grid enterprise innovation data sources from the power grid enterprise headquarters and grassroots units; Indicator module (2): connected to the acquisition module (1), the indicator module (2) is used to process the innovation data source of the relevant power grid enterprise, and obtain multiple types of indicators in two dimensions from the two dimensions of the process and results of standard innovation; Index evaluation module (3): connected to the index module (2), the index evaluation module (3) is used to evaluate the multiple types of indicators to obtain the corresponding score of each indicator; Quantitative evaluation module (4): connected to the index evaluation module (3), the quantitative evaluation module (4) is used to perform weighted summation based on the corresponding scores of the indicators under the two dimensions to obtain a quantitative evaluation of the innovation capability of the power grid enterprise.

2. A quantitative evaluation system for the innovation capability of a power grid enterprise according to claim 1, characterized in that: The relevant power grid enterprise innovation data sources include annual reports, quarterly reports, intellectual property documents, academic research papers, and scientific and technological project applications and completion documents.

3. The innovation capability quantitative evaluation system of a power grid enterprise according to claim 1 is characterized in that: The indicator module (2) comprises a processing unit (21) and an indicator determination unit (22). The processing unit (21) is used to pre-process the innovation data source of the relevant power grid enterprise and divide it into two dimensions to obtain an innovation data set of each dimension; The indicator determination unit (22) is used to determine the multiple types of indicators achieved by the power grid enterprise in two dimensions based on the innovation data sets of each dimension and in combination with the evaluation criteria of all indicators.

4. A quantitative evaluation system for the innovation capability of a power grid enterprise according to claim 3, characterized in that: The preprocessing operation includes data cleaning, formatting and standardization.

5. The innovation capability quantitative evaluation system of a power grid enterprise according to claim 1 is characterized in that: The multiple categories of indicators under the process dimension include preparation stage indicators, standard creation indicators, and standard practice application indicators; the multiple categories of indicators under the result dimension include standard system indicators, digitalization indicators, economic benefit indicators, social benefit indicators, and ecological benefit indicators.

6. A quantitative evaluation system for the innovation capability of a power grid enterprise according to claim 1, characterized in that: The execution steps of the indicator evaluation module (3) include: Obtain all customized indicators and their corresponding indicator values, wherein each indicator is included in all customized indicators of the industry; Each of the indicators is matched with all the indicators customized for the industry, and the indicator values ​​customized for the industry are used as the corresponding scores of the corresponding indicators.

7. A quantitative evaluation system for the innovation capability of a power grid enterprise according to claim 1, characterized in that: The quantitative evaluation module (4) comprises a process dimension quantitative evaluation unit (41), a result dimension quantitative evaluation unit (42) and a two-dimensional comprehensive quantitative evaluation unit (43). The process dimension quantitative evaluation unit (41) is used to determine the weights of various indicators under the process dimension according to the relative importance of various indicators, and to obtain the quantitative evaluation of the innovation ability of the process dimension according to the corresponding scores of each indicator; The result dimension quantitative evaluation unit (42) is used to determine the weight of each indicator under the result dimension according to the relative importance of each indicator, and obtain the quantitative evaluation of the innovation ability of the result dimension according to the corresponding scores of each indicator; The two-dimensional comprehensive quantitative evaluation unit (43) is used to assign weights to the process dimension innovation capability quantitative evaluation and the process dimension innovation capability quantitative evaluation respectively according to the importance of the process dimension and the result dimension, and sum them up to obtain the innovation capability quantitative evaluation of the power grid enterprise.

8. A quantitative evaluation system for the innovation capability of a power grid enterprise according to claim 7, characterized in that: The calculation expression for the quantitative evaluation of the innovation capability of the power grid enterprise is: Q=ω1·S1+ω2·S2 ω1+ω2=1 S1=a1λ1+...+a m l m S2=b1λ1+...+b n λ n In the formula, Q is the quantitative evaluation value of innovation capability, ω1 and ω2 are the importance coefficients of process dimension and result dimension, S1 is the quantitative evaluation value of innovation capability in process dimension, S2 is the quantitative evaluation value of innovation capability in result dimension, and a m is the score of the mth indicator under the process dimension, λ m is the weight corresponding to the mth indicator under the process dimension, b n is the score of the nth indicator under the result dimension, λ n is the weight corresponding to the nth indicator under the result dimension.

9. The innovation capability quantitative evaluation system of a power grid enterprise according to claim 1 is characterized in that: It also includes an evaluation and analysis module (5), which is connected to the index evaluation module (3) and the quantitative evaluation module (4) respectively, and is used to quantitatively evaluate and analyze the gap between the corresponding scores of each index and the innovation capability of the power grid enterprise and the expected target, and output key indicators that affect the quantitative evaluation results.

10. The innovation capability quantitative evaluation system of a power grid enterprise according to claim 1, characterized in that: It also includes a monitoring module (6) which is respectively connected to the indicator module (2), the indicator evaluation module (3) and the quantitative evaluation module (4) and is used to display and monitor the multiple types of indicators in the two dimensions, the scores of each indicator and the quantitative evaluation of the innovation capability of the power grid enterprise.

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