On August 27, 2025, Financial界 reported that Jiangsu Smart Factory Technology Research Institute Co., Ltd. has recently applied for a patent titled "An AI-Based Smart City Evaluation System and Its Method," attracting industry attention. This patent combines AI, digital twin, and urban operation diagnosis, indicating that smart city management is developing towards a more intelligent and refined direction.
AI Empowering Urban Management: Core Technology Analysis of the Patent
The core of this patent lies in the construction of an AI-based smart city evaluation system. The system first collects real-time data sets of the smart city, including massive data on traffic flow, environmental monitoring, energy consumption, and more. Subsequently, the system creates a metaverse mirror to simulate the urban environment and outputs the results of the metaverse mirror simulation. This step utilizes digital twin technology to map the real-world urban environment to the virtual world, enabling deeper analysis and prediction.
Next, the system constructs a Vision Transformer model to analyze 3D scene videos from the metaverse mirror simulation results. By integrating real-time data sets of the smart city, this model can detect abnormal patterns in urban operations and analyze their causes, ultimately generating defect analysis reports. For example, by analyzing traffic flow data and video surveillance data, the system can identify anomalies such as traffic congestion and accidents, and analyze their causes, such as road design flaws or unreasonable traffic light settings. Based on these analyses, the system utilizes a predefined rule library and contribution factors to generate optimization recommendations for urban operational anomalies, ultimately producing a smart city optimization report. This closed-loop diagnosis and optimization process significantly enhances the efficiency and accuracy of urban management.
Deep Integration of Digital Twin and AI: Technology Trend Outlook
Another highlight of this patent is the application of digital twin technology. By constructing a digital twin of the urban environment, real-time monitoring and prediction of urban operational status can be achieved. This technology can be applied not only in traffic management but also in energy management, environmental monitoring, public safety, and various other fields. For instance, in energy management, simulating urban energy consumption can optimize energy distribution and reduce energy waste. In environmental monitoring, analyzing air quality data and meteorological data can predict air pollution trends and implement corresponding remediation measures.
Industry Implementation and Future Outlook
Founded in 2017, Jiangsu Smart Factory Technology Research Institute Co., Ltd. has a registered capital of 10 million RMB and holds 160 patent pieces of information. From its past investments and bidding projects, the company has accumulated rich experience in the AI and smart city fields. The application for this patent marks an important step forward in the company's technological innovation in the smart city domain. In the future, as AI technology continues to evolve and digital twin technology matures, smart city management will become increasingly intelligent and refined, providing urban residents with a higher quality of living experience.
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Dieser Artikel ist neu veröffentlicht von / This article is republished from: Sohu, 27.08.2025
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