使用人工智能技术和物联网的城市创新空间系统的设计
1College of Design and Innovation, Tongji University, Shanghai, 200092, China.
Heliyon
|February 7, 2024
概括
这项研究将人工智能 (AI) 和物联网 (IoT) 整合到城市创新系统中. 开发的系统有效监控创新元素,网络和基础,增强城市信息化.
科学领域:
- 城市规划和创新系统
- 信息技术整合 信息技术整合
- 人工智能和物联网应用程序
背景情况:
- 城市创新空间对于经济发展至关重要,需要有效的管理系统.
- 现有的系统往往缺乏用于实时监控和分析的先进技术的整合.
- 成都是了解城市创新空间特征的案例研究.
研究的目的:
- 将人工智能 (AI) 和物联网 (IoT) 整合到城市创新空间系统中.
- 通过技术整合,加快城市信息化建设.
- 开发一个强大的创新空间系统,基于创新元素,网络和基础.
主要方法:
- 详细调查创新空间的定义和本质.
- 构建一个包含创新元素,网络和基础的创新空间系统模型.
- 互联网虫技术与物联网集成,用于系统自动化和信息共享.
- 应用人工智能进行视觉检查和深入了解系统结构和运行.
主要成果:
- 成都的创新企业分散,而人才和高等教育机构集中在中央.
- 成都的高科技区显示了创业和创新企业的最高密度.
- 集成的人工智能和物联网系统在实时监控 (98%的识别率),网络质量 (92%),传感器准确性 (99%) 和人工智能视觉覆盖率 (96%) 中实现了高性能.
结论:
- 强调人才,研究机构和企业的区域聚合对于城市创新空间的发展至关重要.
- 开发的AI-IoT系统为城市创新空间提供了有效的实时监控和分析.
- 该研究为构建城市创新系统,促进可持续城市创新和信息化提供了实际指导.
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