Open innovation is an important support for promoting new models, and has become a hot topic in innovation theory exploration and industrial practice. However, how to focus on the driving forces of open innovation and improve innovation effectiveness still needs to be studied urgently. Taking the “Internet+medical” innovation practice as the case scenario of open innovation, the external and internal drivers of open innovation were explored, an open innovation driver model was built, and open coding, spindle coding and selective coding were used to complete case data coding, and the drivers of “Internet+medical” open innovation, including mechanism innovation, data support, communication technology, institutional guarantee and data guarantee were incorporated, thus confirming the open innovation driver model constructed.

The failure of the Sci-Tech Innovation financial market mechanism needs to be remedied by the government. Since 2007, the Hangzhou Municipal Government has made remarkable achievements in integrating various financial resources to support the development of Sci-Tech Innovation, including fund support, investment guidance and environmental optimization. However, there were still some problems, such as the imperfect management system of direct funds, the small scale of guiding funds, the lack of innovation in guiding ways, and the imperfect environment of policies, information and credit. It needs to be improved from the scale, structure, efficiency and other aspects.

No-load and load tests are routine tests for transformers. The test equipment required for no-load and load tests of large transformers is bulky and heavy, and the test equipment needs to be lifted, fixed, transported, unloaded, and reassembled and wired. This process has certain transportation risks and low efficiency. To solve this field test problem, this paper designed an No-load and load test platform by using SolidWorks, and integrated variable frequency power supply, intermediate transformer, instrument transformer set, capacitor set and other test equipment into two test vehicles. Through gravity center analysis, 3D mechanical simulation, equipment bolt fastening scheme design, and finally developed the test platform according to the analysis results. After long-distance driving and field test, the on-board equipment is stable and has no eccentricity or deviation problem, and the field test efficiency is increased by 3 times.

With the rapid development of information technology, cultural digitization has become an important means of cultural protection and inheritance. Based on “CNKI Database” and “WoS database” from 2014 to 2023, CiteSpace software was used to carry out cultural digital visualization analysis. The results show that in the past decade, the number of publications on cultural digitalization research has shown an overall increasing trend. Digitalization, cultural heritage, protection, inheritance, cultural industry and three-dimensional scanning are high-frequency co-occurrence keywords in cultural digitalization research. Digital technology and cultural digitalization, cultural heritage digitalization, cultural participation and accessibility of special groups are hot topics in foreign research. Cultural undertakings, industrial development and cultural self-confidence are hot topics in domestic research. In the future, more attention should be paid to technological integration and innovation, addressing the challenges of copyright and intellectual property rights, interdisciplinary cooperation and cultural sustainable development, and enriching the content of cultural digitization research.

Taking the Lanzhou-Xining Urban Agglomeration as the research subject, based on the gravity model and urban primacy and in combination with the current situation of each city, the economic qualities of various cities within the area were classified. Then, the economic spatial structure and the interrelationships within the urban agglomeration were analyzed. The results show that Lanzhou City is an important economic growth pole. The connections among cities with lower economic primacy rankings within are weak. Currently, the urban agglomeration faces problems such as insufficient development momentum, resource misallocation, and difficulties in dual-core construction. Corresponding strategies are proposed to provide references for the high-quality economic development of the northwest region under the new mechanism of regional coordinated development.

Taking 202 samples of farmers from Longgang Village and Huoyuan Village in Ganzhou, Jiangxi Province as an example, on the basis of constructing the scale of farmers’ livelihood risk perception and the scale of participation willingness, structural equation modelling was used to analyze the data, and at the same time, basic individual characteristics of farmers were used as the moderating variables to classify the farmers into new and old farmers, and to carry out multi-cohort analyses. The results show that the perception of development risk, production risk and social risk together constitute the perception of livelihood risk of farmers, and all three significantly affect the willingness of farmers to participate, and there is a moderating effect of the basic characteristics of individual farmers on their willingness to participate. Based on this, policy recommendations are proposed to effectively promote sustainable livelihoods for farmers.

Based on the quasi-natural experimental conditions provided by three batches of smart city pilot policies, and on the basis of comprehensively measuring the resilience level of urban pharmaceutical manufacturing industry, the panel data of 54 prefecture-level cities from 2009 to 2019 was used to explore the impact of smart city pilot construction on the resilience of municipal pharmaceutical manufacturing industry by using multi-period DID (difference in differences) model. The results show that the pilot construction of smart city can significantly promote the resilience of urban pharmaceutical manufacturing industry. Mechanism analysis shows that the pilot construction of smart city promotes the resilience of pharmaceutical manufacturing industry through technological innovation, while the level of information infrastructure construction has a positive moderating effect.

Combining the design and construction case of the Guangzhou Shiyongxi Road Pipe Jacking Project, the principle and key technical points of the municipal drainage engineering pipe jacking construction process were introduced, including the principle of the jacking process, the essentials of jacking construction under different soil conditions, measurement techniques during the pipe jacking process, correction methods during the pipe jacking process, and control points. The monitoring results from the actual project indicate that the maximum cumulative surface settlement is only 6.5 mm, with a maximum rate of surface settlement at 1.2 mm/d. This verifies that by adopting corresponding measures and strictly implementing measurement and correction techniques, it is possible to adapt to geological changes, ensuring the safety and reliability of pipe jacking construction under complex geological conditions.

In recent years, the innovation-driven development strategy has continuously promoted the improvement and development of the intellectual property protection system, and the compliance of intellectual property rights is highly consistent with the innovation-driven development strategy in promoting the development of enterprises, and plays an important role in preventing and reducing the risk of corporate crime in the governance of corporate intellectual property crimes. The compliance reform pilot of the involved enterprises had been launched in the procuratorial organs nationwide, but there were still problems such as lack of awareness, difficulty in obtaining evidence, lack of management initiative and low management efficiency. China should cultivate compliance culture in the process of promoting compliance pilot cases of enterprises, strengthen sustained and effective compliance, improve the efficiency of compliance management, improve the mechanism of enterprise compliance evidence collection, so as to enhance the compliance awareness of enterprises involved in the case and accurately construct compliance plans.

With the development of artificial intelligence technology, virtual spokespersons have become a new trend in brand marketing. The interaction between virtual spokesperson type (companion-type vs. servant-type) and brand personality (excitement vs. sincerity) were explored, and the mediating role of processing fluency was examined. It is found that the matching of virtual spokesperson type and brand personality can significantly enhance consumers’ purchase intention. Among them, processing fluency significantly affects consumers’ acceptance of advertisements and purchase behavior. It is provided empirical support for brands in choosing virtual spokesperson strategies, and theoretical support and practical guidance are provided for brand marketing in the digital era.