Calculation method of scientific and technological achievement feasibility analysis system

Abstract

According to the calculation method of the scientific and technological achievement feasibility analysis system, the achievement conversion rate is 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 is increased, and the industry development speed is increased; the transformation period and the transformation quantity of scientific and technological achievements are stably improved; and the industry is helped to make an accurate emergency strategy.

Description

[0001] The present application is a divisional application of application number 2025104034113, entitled "A scientific and technological achievement feasibility analysis system". TECHNICAL FIELD

[0002] The present application relates to the field of scientific and technological management and information technology, in particular to a scientific and technological achievement feasibility analysis system. BACKGROUND

[0003] Scientific and technological achievement transformation refers to the follow-up test, development, application, promotion and other activities of scientific and technological achievements with practical value generated by scientific research and technological development to improve productivity, such as the development of new products, new technologies, new materials and new industries. Science and technology is the driving force of economic growth and the main driving force for improving the overall national strength. Promoting scientific and technological achievement transformation and accelerating the industrialization of scientific and technological achievements have become a new trend in the science and technology policies of countries around the world.

[0004] In the prior art, the quality of the scientific and technological achievements to be transformed cannot be controlled, and the transformation feasibility cannot be predicted, resulting in a low scientific and technological achievement transformation rate, thereby 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 a slow industry development speed due to the inability to stably improve the scientific and technological achievement transformation cycle and the transformation quantity. In addition, the current market situation cannot be analyzed, and accurate emergency strategies cannot be made according to the market situation. Therefore, a scientific and technological achievement feasibility analysis system is proposed. SUMMARY

[0005] The purpose of the present application is to provide a scientific and technological achievement feasibility analysis system that can comprehensively and accurately analyze and evaluate the achievement transformation rate from the aspects of technical feasibility, economic feasibility, market feasibility and operational feasibility, improve the reliability and accuracy of scientific and technological achievement feasibility analysis, improve the scientific and technological achievement transformation rate and the development speed of the industry, and stably improve the scientific and technological achievement transformation cycle and the transformation quantity. The system helps the industry to make accurate emergency strategies to solve the problems raised in the background.

[0006] To achieve the above-mentioned purpose, the present application provides the following technical solution: A scientific and technological achievement feasibility analysis system includes a central processing unit. The scientific and technological achievement feasibility analysis system 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 results of the preliminary analysis by the data analysis module; A feedback module is configured to determine the feasibility evaluation result of the transformation of the scientific and technological achievements according to the analysis of the scientific and technological achievement data sample by the feasibility evaluation module, and to feed back. A data storage module is configured to store the sample data, comparison data and evaluation result in each stage of the feasibility analysis of the scientific and technological achievements.

[0007] As a further scheme of the present application, the data analysis module is configured to compare the key technology in the data sample with the scientific and technological achievement information of the environmental science and technology literature or periodical at home and abroad and the related products published on the Internet, and to calculate the similarity of the target scientific and technological achievement data sample and the source data sample. The target scientific and technological achievement data sample exceeding the preset similarity threshold is removed, and the weight of the target scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold is calculated. Then, the environmental scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold is classified, and the weight of each type of data sample is calculated.

[0008] As a further scheme of the present application, the feasibility evaluation module is configured to analyze the innovation degree of each type of scientific and technological achievement data sample, and to combine the weight of each type of data sample and the weight of the target scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold obtained by the data analysis module to perform a basic evaluation model exercise to obtain a feasibility evaluation model.

[0009] As a further scheme of the present application, the scientific and technological achievement data sample includes a text sample and an image sample, the image sample is introduced into a preset image sample recognition model to perform text recognition, and the text information corresponding to the image sample is output, the text information is compared with the text sample, and consistency analysis is performed, the data input module includes a text input module and an image input module, and is configured to input the text sample and the image sample respectively.

[0010] As a further scheme of the present application, 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.

[0011] As a further scheme of the present application, the economic feasibility analysis unit is configured to quantize the research and development cost, the manufacturing cost and the operation and maintenance cost by a formula, and to predict the income in combination with the market pricing. As a further scheme of the present application, the economic feasibility analysis unit is configured to determine the feasibility of the transformation of the scientific and technological achievements from the relationship between the cost and the economic benefit, to improve the quality of the scientific and technological achievements, and to prevent the waste of the research and development cost of the scientific and technological achievements caused by the low feasibility of the scientific and technological achievements. Mark the corresponding type of scientific and technological achievements as i, i is a natural number greater than 1, and mark the expected input cost of the corresponding scientific and technological achievements as CBi; record the number of scientific and technological achievements of the same type that have completed R&D conversion on the market, and mark the number of scientific and technological achievements of the same type that have completed R&D conversion on the market as SLi; record the number of supply subjects that are carrying out R&D of scientific and technological achievements of the same type, and mark the number of supply subjects that are carrying out R&D of scientific and technological achievements of the same type as GLi; The scientific and technological achievement R&D feasibility analysis coefficient Xi is obtained by the formula Xi=β(CBi×a1+SLi×a2+GLi×a3), wherein a1, a2 and a3 are all preset proportion coefficients, and a1>a2>a3>0, β is an error correction factor, and the value is 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; The obtained scientific and technological achievement R&D feasibility analysis coefficient Xi is compared with the feasibility analysis coefficient threshold value: if the scientific and technological achievement R&D feasibility analysis coefficient Xi is greater than or equal to the feasibility analysis coefficient threshold value, it is determined that the corresponding scientific and technological achievement has low R&D feasibility, and the corresponding scientific and technological achievement is marked as a secondary R&D object; if the scientific and technological achievement R&D feasibility analysis coefficient Xi is less than the feasibility analysis coefficient threshold value, it is determined that the corresponding scientific and technological achievement has high R&D feasibility, and the corresponding scientific and technological achievement is marked as an optimal R&D object.

[0012] As a further scheme of the present application, the technical feasibility analysis unit constructs a virtual prototype through digital twinning technology, simulates the actual operating environment, and predicts performance parameters such as efficiency and stability.

[0013] As a further scheme of the present application, the market feasibility analysis unit uses network crawlers (Python Scrapy, BeautifulSoup), questionnaire survey platforms (SurveyMonkey), and social media public opinion analysis (NLP algorithm) to mine demand pain points in user comments through sentiment analysis (such as the BERT model).

[0014] As a further scheme of the present application, the operation feasibility analysis unit monitors resource consumption through Internet of Things (IoT) devices, uses an ERP system to manage manpower and materials, uses a genetic algorithm to optimize production processes, and uses reinforcement learning (RL) to train an automated system.

[0015] Compared with the prior art, the present application has the following beneficial effects: The scientific and technological achievement feasibility analysis system can comprehensively and accurately analyze and evaluate the achievement transformation rate from the aspects of technical feasibility, economic feasibility, market feasibility and operation feasibility, improve the reliability and accuracy of the scientific and technological achievement feasibility analysis, improve the scientific and technological achievement transformation rate and the development speed of the industry, and stably improve the scientific and technological achievement transformation period and the transformation quantity; and help the industry to make accurate emergency strategies. BRIEF DESCRIPTION OF DRAWINGS

[0016] Fig. 1 It is a structural schematic diagram of a scientific and technological achievement feasibility analysis system.

[0017] Fig. 2 It is a structural schematic diagram of a data entry module.

[0018] Fig. 3 It is a structural schematic diagram of a feasibility evaluation module. DETAILED DESCRIPTION

[0019] The technical solutions in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative labor fall within the scope of protection of the present application.

[0020] Please refer to Figs. 1 to 3 The present application provides a technical solution: A scientific and technological achievement feasibility analysis system comprises a central processing unit, a scientific and technological achievement feasibility analysis system further comprises: A data entry module is used for entering data samples of scientific and technological achievements into a sample database; A data analysis module is used for importing key technical points in the data samples into a cloud database for analysis; A feasibility evaluation module is used for evaluating the feasibility of the results analyzed by the data analysis module; A feedback module is used for determining the feasibility evaluation results of scientific and technological achievement transformation and transformation according to the analysis of the scientific and technological achievement data samples by the feasibility evaluation module, and feeding back the results; A data storage module is used for storing sample data, comparison data and evaluation results in each stage of the scientific and technological achievement feasibility analysis.

[0021] The scientific and technological achievement feasibility analysis system according to claim 1, wherein the data analysis module compares the key technology in the data sample with the scientific and technological achievement information of the domestic and foreign environmental science and technology literature or periodical and related products disclosed in the Internet big data, and calculates the similarity of the target scientific and technological achievement data sample and the source data sample; The target scientific and technological achievement data sample exceeding the preset similarity threshold is removed, and the weight of the target scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold is calculated; Then, the environmental scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold is classified, and the weight of each type of data sample is calculated.

[0022] The feasibility evaluation module is used for analyzing the innovation degree of each type of scientific and technological achievement data sample, combining the weight of each type of data sample analyzed by the data analysis module and the weight of the target scientific and technological achievement data sample with the similarity exceeding the preset similarity threshold, and performing the basic evaluation model training to obtain the feasibility evaluation model.

[0023] The scientific and technological achievement data sample includes a text sample and an image sample, the image sample is input into a preset image sample recognition model for text recognition, and the text information corresponding to the image sample is output; the text information is compared with the text sample, and consistency analysis is performed; the data input module includes a text input module and an image input module, and is used for inputting the text sample and the image sample respectively.

[0024] 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.

[0025] The economic feasibility analysis unit quantifies the research and development cost, the manufacturing cost and the operation cost through a formula, and predicts the income combined with the market pricing; The economic feasibility analysis unit can determine the feasibility of the scientific and technological achievement conversion from the relationship between the cost and the economic benefit, improve the quality of the scientific and technological achievement, and prevent the waste of the scientific and technological achievement research and development cost caused by the low scientific and technological achievement feasibility; The corresponding type of the scientific and technological achievement is marked as i, i is a natural number greater than 1, the expected input cost of the corresponding scientific and technological achievement is marked as CBi; the number of scientific and technological achievements of the same type completed in the market is input, and the number of scientific and technological achievements of the same type completed in the market is marked as SLi; the number of supply subjects of the same type of scientific and technological achievements being researched and developed is input, and the number of supply subjects of the same type of scientific and technological achievements being researched and developed is marked as GLi; The technology achievement research and development feasibility analysis coefficient Xi is obtained by the formula Xi = β (CBix a1 + SLix a2 + GLix a3), wherein a1, a2 and a3 are preset proportion coefficients, and a1 > a2 > a3 > 0, β is an error correction factor, and the value is 1.28; the feasibility analysis coefficient is a value for the technology achievement research and development probability obtained by normalizing the characteristic parameters of the technology achievement; The obtained technology achievement research and development feasibility analysis coefficient Xi is compared with the feasibility analysis coefficient threshold value: if the technology achievement research and development feasibility analysis coefficient Xi is greater than or equal to the feasibility analysis coefficient threshold value, it is determined that the corresponding technology achievement research and development feasibility is low, and the corresponding technology achievement is marked as a secondary research and development object; if the technology achievement research and development feasibility analysis coefficient Xi is less than the feasibility analysis coefficient threshold value, it is determined that the corresponding technology achievement research and development feasibility is high, and the corresponding technology achievement is marked as an optimal research and development object.

[0026] The technical feasibility analysis unit constructs a virtual prototype through digital twinning technology, simulates the actual operating environment, and predicts performance parameters such as efficiency and stability.

[0027] The market feasibility analysis unit uses the network crawler Python Scrapy, BeautifulSoup, the questionnaire survey platform SurveyMonkey, and the social media public opinion analysis NLP algorithm to mine demand pain points in user comments through sentiment analysis such as the BERT model.

[0028] The operation feasibility analysis unit monitors resource consumption through the Internet of Things (IoT) device and uses the ERP system to manage manpower and materials, and uses the genetic algorithm to optimize the production process and uses the reinforcement learning (RL) to train the automation system.

[0029] The technology achievement conversion rate can be comprehensively and accurately analyzed and evaluated from the technical feasibility, economic feasibility, market feasibility and operation feasibility, the reliability and accuracy of the technology achievement feasibility analysis are improved, the technology achievement conversion rate and the development speed of the industry are improved, and the technology achievement conversion period and the conversion quantity are stably improved; accurate emergency strategies are provided for the industry.

[0030] Although embodiments of the present application have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the application, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A calculation method for a feasibility analysis system for scientific and technological achievements, characterized in that: It includes a technical feasibility analysis unit, an economic feasibility analysis unit, a market feasibility analysis unit, and an operational feasibility analysis unit; Technical Feasibility Analysis Unit: Constructs virtual prototypes using digital twin technology to simulate the actual operating environment and predict performance parameters such as efficiency and stability; Economic feasibility analysis unit: The R&D feasibility analysis coefficient Xi is calculated using the formula Xi=β(CBi×a1+SLi×a2+GLi×a3) (β is the error correction factor, with a value of 1.28; a1>a2>a3>0). Xi is then compared with the threshold to mark the preferred / secondary R&D targets. Market feasibility analysis unit: Data is collected through Python's Scrapy / BeautifulSoup web crawler, demand is obtained through SurveyMonkey questionnaires, public opinion is analyzed using NLP algorithms, and pain points in user comments are extracted using the BERT model; Operational feasibility analysis unit: monitoring resource consumption through IoT devices, managing manpower and materials through ERP systems, optimizing production processes through genetic algorithms, and training automated execution systems through reinforcement learning (RL).

2. The method according to claim 1, characterized in that, It also includes a feedback module: used to generate and provide feedback on the feasibility of the transfer and transformation.

3. The method according to claim 1, characterized in that, It also includes a data storage module: which should be used to store sample data, comparison data and evaluation results at each stage.

4. The method according to claim 3, characterized in that, The data storage module is a cloud-based database that supports multi-terminal data synchronization and iterative updates.

5. The method according to claim 1, characterized in that, The sentiment analysis model of the market feasibility analysis unit adopts a pre-trained BERT-based model, which is fine-tuned to adapt to user comment analysis in the field of scientific and technological achievements.

6. The method according to claim 1, characterized in that, The genetic algorithm of the operational feasibility analysis unit optimizes resource utilization and production cycle as fitness functions.

Images