基于CiteSpace的结构拓优化研究热点的可视化分析
Yi Zhong1, Xue-Tao Jiang1, Yong Yang2
1College of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, People's Republic of China.
Scientific reports
|October 24, 2023
概括
这项研究可视化了结构拓优化研究趋势. 关键领域包括水平设置方法和增材制造,其中中国的出版物领先.
科学领域:
- 工程 工程师 工程师 工程师
- 计算力学 计算力学 计算力学
- 材料科学 材料科学 材料科学
背景情况:
- 结构拓优化使创新设计成为可能.
- 该领域已经出现了显著的增长和关注.
- 了解研究趋势对于进步至关重要.
研究的目的:
- 视觉分析和呈现结构拓优化的研究格局.
- 确定当前的热点,边界和关键贡献者.
- 引导研究人员,特别是新手,跟踪优先事项.
主要方法:
- 利用CiteSpace进行文献数据的聚类和视觉分析.
- 检查了四个尺寸:论文数量,核心国家,作者,机构,热点和共同引用的论文.
- 识别了关键词,突发术语和被大量引用的作品.
主要成果:
- 研究热点包括"水平设置方法"",灵敏度分析"",同质化"和"遗传算法".
- 新兴的前沿领域包括"移动可变组件 (MMC) "",增材制造 (AM) "和"深度学习".
- 著名的贡献者包括Y. Sui,Z. Kang,O. Sigmund,M. Bendsøe;像大连理工大学和丹麦理工大学这样的机构;中国在出版物方面领先.
结论:
- 该研究提供了结构拓优化的发展模式的清晰概述.
- 确定关键的研究领域和有影响力的学者/机构.
- 为研究人员提供宝贵的见解,让他们专注于优先领域.
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