Scientific and technological achievement feasibility analysis system

Abstract

The invention relates to the technical field of science and technology management and information, in particular to a scientific and technological achievement feasibility analysis system which comprises a central processing unit and further comprises a data input module used for inputting data samples of scientific and technological achievements into a sample database; the data analysis module is used for importing the key technical key points in the data sample into a cloud database for analysis; and the feasibility evaluation module is used for carrying out feasibility evaluation on a result obtained after preliminary analysis of the data analysis module. According to the method, the achievement conversion rate can be comprehensively and accurately analyzed and evaluated from technical feasibility, economic feasibility, market feasibility and operation feasibility, the reliability and accuracy of scientific and technological achievement feasibility analysis are improved, the scientific and technological achievement conversion rate and the industry development speed are increased, and the scientific and technological achievement conversion period and the scientific and technological achievement conversion number are stably increased; and the industry is helped to make an accurate emergency strategy.

Description

Technical Field

[0001] The present invention relates to the fields of science and technology management and information technology, and particularly to a feasibility analysis system for scientific and technological achievements. Background Art

[0002] The transformation of scientific and technological achievements refers to subsequent tests, development, application, promotion until the formation of new products, new processes, new materials, and the development of new industries, etc. for the scientific research and technological development results with practical value in order to improve the productivity level. Science and technology is the engine of economic growth and the main driving force for improving the comprehensive national strength. Promoting the transformation of scientific and technological achievements and accelerating the industrialization of scientific and technological achievements have become the new trend of science and technology policies in various countries in the world.

[0003] In the prior art, it is difficult to control the quality of scientific and technological achievements to be transformed, and it is impossible to predict the transformation feasibility, resulting in a decrease in the transformation rate of scientific and technological achievements, thus hindering the development speed of the achievement transformation industry; it is difficult to comprehensively and accurately evaluate the transformation rate of scientific and technological achievements, resulting in the inability to stably improve the transformation cycle and transformation quantity of scientific and technological achievements, leading to slow industry development; in addition, it is impossible to analyze the current market conditions and make accurate emergency strategies according to the market conditions. Therefore, we propose a feasibility analysis system for scientific and technological achievements. Summary of the Invention

[0004] The purpose of the present invention is to provide a feasibility analysis system for scientific and technological achievements, which can comprehensively and accurately analyze and evaluate the achievement transformation rate from technical feasibility, economic feasibility, market feasibility, and operation feasibility, improve the reliability and accuracy of the feasibility analysis of scientific and technological achievements, increase the transformation rate of scientific and technological achievements and the development speed of the industry, and stably improve the transformation cycle and transformation quantity of scientific and technological achievements; help the industry make accurate emergency strategies to solve the problems raised in the above background art.

[0005] To achieve the above purpose, the present invention provides the following technical solutions:

[0006] A feasibility analysis system for scientific and technological achievements includes a central processing unit. A feasibility analysis system for scientific and technological achievements further includes:

[0007] A data entry module for entering data samples of scientific and technological achievements into the sample database;

[0008] A data analysis module for importing key technical points in the data samples into the cloud database for analysis;

[0009] A feasibility evaluation module for evaluating the feasibility of the results preliminarily analyzed by the data analysis module;

[0010] A feedback module determines the feasibility evaluation result of the transfer and transformation of scientific and technological achievements based on the deduction and analysis of the scientific and technological achievement data samples by the feasibility evaluation module, and provides feedback.

[0011] A data storage module is used to store the sample data, comparison data, and evaluation results at each stage in the feasibility analysis of scientific and technological achievements.

[0012] As a further solution of the present invention, the data analysis module compares the key technologies in the data samples with the publicly available domestic and foreign environmental science and technology literature or periodicals in the Internet big data and the scientific and technological achievement information of related products, and calculates the similarity between the target scientific and technological achievement data samples and the source data samples.

[0013] Remove the target scientific and technological achievement data samples that exceed the preset similarity threshold, and calculate the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold.

[0014] Then classify the environmental scientific and technological achievement data samples after removing the similarity that exceeds the preset similarity threshold, and calculate the weights of each type of data sample.

[0015] As a further solution of the present invention, the feasibility evaluation module is used to analyze the innovation degree of various scientific and technological achievement data samples, and combine the weights of various data samples obtained by the analysis of the data analysis module and the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold to conduct a basic evaluation model drill to obtain a feasibility evaluation model.

[0016] As a further solution of the present invention, the scientific and technological achievement data samples include text samples and image samples. The image samples are imported into a preset image sample recognition model for text recognition, and the text information corresponding to the image samples is output. The text information is compared with the text samples, and consistency analysis is carried out. The data entry module includes a text entry module and an image entry module, which are used to enter the text samples and image samples respectively.

[0017] As a further solution of the present invention, the feasibility evaluation module includes a technical feasibility analysis unit, an economic feasibility analysis unit, a market feasibility analysis unit, and an operation feasibility analysis unit.

[0018] As a further solution of the present invention, the economic feasibility analysis unit quantifies the R & D cost, manufacturing cost, and operation and maintenance cost through formulas, and predicts the revenue in combination with the market pricing.

[0019] As a further solution of the present invention, the economic feasibility analysis unit can judge the feasibility of the transformation of scientific and technological achievements from the relationship between cost and economic benefits, improve the quality of scientific and technological achievements themselves, and prevent the waste of R & D costs of scientific and technological achievements caused by low feasibility of scientific and technological achievements.

[0020] Mark the corresponding type of the scientific and technological achievement as i, where i is a natural number greater than 1, and mark the estimated input cost of the corresponding scientific and technological achievement as CBi; input the number of scientific and technological achievements of the same type that have completed R & D transformation in the market, and mark the number of scientific and technological achievements of the same type that have completed R & D transformation in the market as SLi; input the number of supply entities that are conducting R & D on scientific and technological achievements of the same type, and mark the number of supply entities that are conducting R & D on scientific and technological achievements of the same type as GLi;

[0021] Obtain the R & D feasibility analysis coefficient Xi of the scientific and technological achievement through the formula Xi = β(CBi×a1 + SLi×a2 + GLi×a3), where a1, a2, and a3 are all preset proportionality coefficients, and a1 > a2 > a3 > 0, β is an error correction factor with a value of 1.28; the feasibility analysis coefficient is a value obtained by normalizing the characteristic parameters of the scientific and technological achievement for the R & D probability of the scientific and technological achievement;

[0022] Compare the obtained R & D feasibility analysis coefficient Xi of the scientific and technological achievement with the feasibility analysis coefficient threshold: If the R & D feasibility analysis coefficient Xi of the scientific and technological achievement ≥ the feasibility analysis coefficient threshold, it is determined that the R & D feasibility of the corresponding scientific and technological achievement is low, and the corresponding scientific and technological achievement is marked as a secondary R & D object; if the R & D feasibility analysis coefficient Xi of the scientific and technological achievement < the feasibility analysis coefficient threshold, it is determined that the R & D feasibility of the corresponding scientific and technological achievement is high, and the corresponding scientific and technological achievement is marked as a preferred R & D object.

[0023] As a further solution of the present invention, the technical feasibility analysis unit constructs a virtual prototype through digital twin technology, simulates the actual operating environment, and predicts performance parameters such as efficiency and stability.

[0024] As a further solution of the present invention, the market feasibility analysis unit, through web crawlers (Scrapy and BeautifulSoup of Python), questionnaire platforms (SurveyMonkey), and social media public opinion analysis (NLP algorithms), mines the pain points of user needs through sentiment analysis (such as the BERT model).

[0025] As a further solution of the present invention, the operational feasibility analysis unit monitors resource consumption through Internet of Things (IoT) devices, manages human resources and materials using an ERP system, optimizes the production process with genetic algorithms, and trains an automated system with reinforcement learning (RL).

[0026] Compared with the prior art, the beneficial effects of the present invention are:

[0027] The feasibility analysis system for scientific and technological achievements can comprehensively and accurately analyze and evaluate the achievement conversion rate from aspects of technical feasibility, economic feasibility, market feasibility, and operational feasibility through a central processing unit, a data input module, a data analysis module, a feasibility evaluation module, a feedback module, and a data storage module. It improves the reliability and accuracy of the feasibility analysis of scientific and technological achievements, increases the conversion rate of scientific and technological achievements and the development speed of the industry, and steadily improves the conversion cycle and quantity of scientific and technological achievements; it helps the industry make accurate emergency strategies. Brief Description of the Drawings

[0028] Figure 1 It is a schematic structural diagram of a feasibility analysis system for scientific and technological achievements.

[0029] Figure 2 It is a schematic structural diagram of the data input module.

[0030] Figure 3 It is a schematic structural diagram of the feasibility evaluation module. Detailed Implementation Manner

[0031] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0032] Please refer to Figures 1 to 3 , the present invention provides a technical solution:

[0033] A feasibility analysis system for scientific and technological achievements includes a central processing unit. A feasibility analysis system for scientific and technological achievements further includes:

[0034] A data input module for inputting data samples of scientific and technological achievements into the sample database;

[0035] A data analysis module for importing key technical points in the data samples into the cloud database for analysis;

[0036] A feasibility evaluation module for evaluating the feasibility of the results preliminarily analyzed by the data analysis module;

[0037] A feedback module for determining the feasibility evaluation result of the transfer and transformation of scientific and technological achievements based on the deduction and analysis of the data samples of scientific and technological achievements by the feasibility evaluation module and giving feedback;

[0038] A data storage module for storing sample data, comparison data, and evaluation results at each stage in the feasibility analysis of scientific and technological achievements.

[0039] A feasibility analysis system for scientific and technological achievements according to claim 1, characterized in that: a data analysis module compares the key technologies in the data sample with the publicly available domestic and foreign environmental science and technology literature or periodicals in the Internet big data and the scientific and technological achievement information of related products, and calculates the similarity between the target scientific and technological achievement data sample and the source data sample;

[0040] Remove the target scientific and technological achievement data samples that exceed the preset similarity threshold, and calculate the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold;

[0041] Then classify the environmental science and technology achievement data samples after removing the similarity that exceeds the preset similarity threshold, and calculate the weights of various data samples.

[0042] A feasibility evaluation module is used to analyze the innovation degree of various scientific and technological achievement data samples, and combine the weights of various data samples obtained by the analysis of the data analysis module and the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold to conduct a basic evaluation model drill to obtain a feasibility evaluation model.

[0043] The scientific and technological achievement data samples include text samples and image samples. The image samples are imported into a preset image sample recognition model for text recognition, and the text information corresponding to the image samples is output. The text information is compared with the text samples and consistency analysis is carried out. The data entry module includes a text entry module and an image entry module, which are used to enter the text samples and image samples respectively.

[0044] The feasibility evaluation module includes a technical feasibility analysis unit, an economic feasibility analysis unit, a market feasibility analysis unit, and an operation feasibility analysis unit.

[0045] The economic feasibility analysis unit quantifies the R & D cost, manufacturing cost, and operation and maintenance cost through formulas, and combines the market pricing to predict the revenue;

[0046] The economic feasibility analysis unit can judge the feasibility of the transformation of scientific and technological achievements from the relationship between cost and economic benefits, improve the quality of scientific and technological achievements themselves, and prevent the waste of R & D costs of scientific and technological achievements due to low feasibility of scientific and technological achievements;

[0047] Mark the corresponding type of scientific and technological achievement as i, where i is a natural number greater than 1, and mark the estimated input cost of the corresponding scientific and technological achievement as CBi; enter the number of scientific and technological achievements of the same type that have completed R & D and transformation in the market, and mark the number of scientific and technological achievements of the same type that have completed R & D and transformation in the market as SLi; enter the number of supply entities that are conducting R & D on scientific and technological achievements of the same type, and mark the number of supply entities that are conducting R & D on scientific and technological achievements of the same type as GLi;

[0048] The feasibility analysis coefficient Xi of scientific and technological achievement R & D is obtained through the formula Xi = β(CBi×a1 + SLi×a2 + GLi×a3), where a1, a2, and a3 are all preset proportionality coefficients, and a1 > a2 > a3 > 0, β is an error correction factor with a value of 1.28; the feasibility analysis coefficient is a value for the R & D probability of scientific and technological achievements obtained by normalizing the characteristic parameters of scientific and technological achievements.

[0049] Compare the obtained feasibility analysis coefficient Xi of scientific and technological achievement R & D with the feasibility analysis coefficient threshold: If the feasibility analysis coefficient Xi of scientific and technological achievement R & D ≥ the feasibility analysis coefficient threshold, it is determined that the R & D feasibility of the corresponding scientific and technological achievement is low, and the corresponding scientific and technological achievement is marked as a secondary R & D object; if the feasibility analysis coefficient Xi of scientific and technological achievement R & D < the feasibility analysis coefficient threshold, it is determined that the R & D feasibility of the corresponding scientific and technological achievement is high, and the corresponding scientific and technological achievement is marked as a preferred R & D object.

[0050] The technical feasibility analysis unit constructs a virtual prototype through digital twin technology, simulates the actual operating environment, and predicts performance parameters such as efficiency and stability.

[0051] The market feasibility analysis unit uses Scrapy, BeautifulSoup of web crawler Python, the questionnaire platform SurveyMonkey, and the NLP algorithm for social media public opinion analysis to mine the pain points of user needs through sentiment analysis such as the BERT model.

[0052] The operation feasibility analysis unit monitors resource consumption through IoT devices, manages manpower and materials using the ERP system, optimizes the production process with genetic algorithms, and trains the automation system with reinforcement learning RL.

[0053] The conversion rate of achievements can be comprehensively and accurately analyzed and evaluated from technical feasibility, economic feasibility, market feasibility, and operation feasibility, improving the reliability and accuracy of the feasibility analysis of scientific and technological achievements, increasing the conversion rate of scientific and technological achievements and the development speed of the industry, and steadily improving the conversion cycle and conversion quantity of scientific and technological achievements; helping the industry to make accurate emergency strategies.

[0054] Although the embodiments of the present invention have been shown and described, for those of ordinary skill in the art, it can be understood that various changes, modifications, substitutions, and variations can be made to these embodiments without departing from the principles and spirit of the present invention, and the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. A feasibility analysis system for scientific and technological achievements, including a central processing unit, characterized in that: A feasibility analysis system for scientific and technological achievements further includes: A data entry module for entering data samples of scientific and technological achievements into a sample database; A data analysis module for importing key technical points in the data samples into a cloud database for analysis; A feasibility evaluation module for evaluating the feasibility of the results preliminarily analyzed by the data analysis module; A feedback module for determining the feasibility evaluation result of the transfer and transformation of scientific and technological achievements based on the deduction and analysis of the data samples of scientific and technological achievements by the feasibility evaluation module and for providing feedback; A data storage module for storing sample data, comparison data, and evaluation results at each stage in the feasibility analysis of scientific and technological achievements.

2. The feasibility analysis system for scientific and technological achievements according to claim 1, wherein: The data analysis module compares the key technologies in the data samples with publicly available domestic and foreign environmental science and technology literature or periodicals in the Internet big data and the scientific and technological achievement information of related products, and calculates the similarity between the target scientific and technological achievement data samples and the source data samples; Removes the target scientific and technological achievement data samples that exceed the preset similarity threshold, and calculates the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold; Then classifies the environmental scientific and technological achievement data samples after removing those with similarity exceeding the preset similarity threshold, and calculates the weights of various data samples.

3. The feasibility analysis system for scientific and technological achievements according to claim 2, characterized in that: The feasibility evaluation module is used to analyze the innovation degree of various scientific and technological achievement data samples, and combines the weights of various data samples obtained by the analysis of the data analysis module and the weights of the target scientific and technological achievement data samples whose similarity exceeds the preset similarity threshold to conduct a basic evaluation model drill to obtain a feasibility evaluation model.

4. The feasibility analysis system for scientific and technological achievements according to claim 3, characterized in that: The scientific and technological achievement data samples include text samples and image samples. The image samples are imported into a preset image sample recognition model for text recognition, and the text information corresponding to the image samples is output. The text information is compared with the text samples, and consistency analysis is carried out. The data entry module includes a text entry module and an image entry module for separately entering the text samples and the image samples.

5. The feasibility analysis system for scientific and technological achievements according to claim 4, characterized in that: The feasibility evaluation module includes a technical feasibility analysis unit, an economic feasibility analysis unit, a market feasibility analysis unit, and an operation feasibility analysis unit.

6. The feasibility analysis system for scientific and technological achievements according to claim 5, characterized in that: The economic feasibility analysis unit quantifies the R & D cost, manufacturing cost, and operation and maintenance cost through formulas and predicts the revenue in combination with the market pricing.

7. The feasibility analysis system for scientific and technological achievements according to claim 6, characterized in that: The economic feasibility analysis unit can judge the feasibility of the transformation of scientific and technological achievements from the relationship between cost and economic benefits, improve the quality of scientific and technological achievements themselves, and prevent the waste of R & D costs of scientific and technological achievements due to low feasibility of scientific and technological achievements; Mark the corresponding type of scientific and technological achievement as i, where i is a natural number greater than 1, and mark the expected input cost of the corresponding scientific and technological achievement as CBi; enter the number of scientific and technological achievements of the same type that have completed R & D and transformation in the market, and mark the number of scientific and technological achievements of the same type that have completed R & D and transformation in the market as SLi; enter the number of supply entities that are conducting R & D on scientific and technological achievements of the same type, and mark the number of supply entities that are conducting R & D on scientific and technological achievements of the same type as GLi; The feasibility analysis coefficient Xi of scientific and technological achievement research and development is obtained through the formula Xi = β(CBi×a1 + SLi×a2 + GLi×a3), where a1, a2, and a3 are all preset proportionality coefficients, and a1 > a2 > a3 > 0, β is an error correction factor with a value of 1.28; the feasibility analysis coefficient is a value for the probability of scientific and technological achievement research and development obtained by normalizing the characteristic parameters of scientific and technological achievements. Compare the obtained feasibility analysis coefficient Xi of scientific and technological achievement research and development with the feasibility analysis coefficient threshold: If the feasibility analysis coefficient Xi of scientific and technological achievement research and development ≥ the feasibility analysis coefficient threshold, it is determined that the corresponding scientific and technological achievement has low research and development feasibility, and the corresponding scientific and technological achievement is marked as a secondary research and development object; if the feasibility analysis coefficient Xi of scientific and technological achievement research and development < the feasibility analysis coefficient threshold, it is determined that the corresponding scientific and technological achievement has high research and development feasibility, and the corresponding scientific and technological achievement is marked as a preferred research and development object.

8. An analysis system for the feasibility of scientific and technological achievements according to claim 7, characterized in that: The technical feasibility analysis unit constructs a virtual prototype through digital twin technology, simulates the actual operating environment, and predicts performance parameters such as efficiency and stability.

9. The feasibility analysis system for scientific and technological achievements according to claim 8, characterized in that: The market feasibility analysis unit uses web crawlers (Scrapy and BeautifulSoup in Python), questionnaire platforms (SurveyMonkey), and social media sentiment analysis (NLP algorithms) to mine the pain points of user needs through sentiment analysis (such as the BERT model).

10. The feasibility analysis system for scientific and technological achievements according to claim 9, characterized in that: The operational feasibility analysis unit monitors resource consumption through Internet of Things (IoT) devices, manages human resources and materials using an ERP system, optimizes the production process with genetic algorithms, and trains an automated system with reinforcement learning (RL).

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