ArticleHeliyon2024
Innovative association network of new energy vehicle charging stations in China: Structural evolution and policy implications.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 54 citations in OpenAlex.
- Achieving carbon-neutral economies through circular economy, digitalization, and energy transition.Scientific reports · 2025Article
- Energy-exergy and environ-economic (4E) analysis of heat storage-based single-slope solar stills integrated with solar air heater.PloS one · 2025Article
- Spatial dynamics of lithium battery recycling enterprises in China: implications for smart waste management and public health.Frontiers in public health · 2025Article
- Innovation networks in the advanced medical equipment industry: supporting regional digital health systems from a local-national perspective.Frontiers in public health · 2025Article
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- A novel development of advanced control approach for battery-fed electric vehicle systems.Scientific reports · 2024Article
- Design and development of an intelligent zone based master electronic control unit for power optimization in electric vehicles.Scientific reports · 2024Article
- A techno-economic perspective on efficient hybrid renewable energy solutions in Douala, Cameroon's grid-connected systems.Scientific reports · 2024Article
- Hybrid genetic algorithm-simulated annealing based electric vehicle charging station placement for optimizing distribution network resilience.Scientific reports · 2024Article
- Optimizing grid-connected PV systems with novel super-twisting sliding mode controllers for real-time power management.Scientific reports · 2024Article
- Optimizing dynamic economic dispatch through an enhanced Cheetah-inspired algorithm for integrated renewable energy and demand-side management.Scientific reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
New energy vehicles (NEVs) can effectively reduce emissions and alleviate global climate problems, and are crucial to global sustainable development. China is the world's largest seller of NEVs, but charging stations have always been a major constraint to the development of NEVs. To clearly characterize the structural characteristics of an innovation association network of NEV charging stations, this study analyzes the structural characteristics of China's innovation association network of NEV charging stations with the patent data since 2007 in the Incopat Global Patent Database from the three perspectives of province, city and patent applicant using method of social network analysis (SNA). The findings show the following: (1) The innovation association network of NEV charging stations has been expanded constantly, with the association strength evidently increasing. (2) The innovation association network of NEV charging stations exhibits a typical core-periphery structure, with the quantity of nodes with high association strength varying little, and the quantity of nodes with low- and medium-association strengths exhibiting an evident increasing trend. (3) The effect of regional central cities is enhanced, with an evident group structure. There has been no information barrier caused by excessive small group formation in the province association network, whereas there are small group development trends in city and patent applicant cooperation networks. In addition, policy recommendations for further expanding technological innovation in charging stations to promote the development of the NEV industry are discussed based on the study results.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.