预测和健康管理 (PHM) 在工程领域的发展是如何发生的:一篇经文统计分析与批判性审查
Huxiao Shi1, Jie Geng2, Micaela Demichela1
1Applied Science and Technology Department, Politecnico di Torino, Turin, Italy.
Heliyon
|January 6, 2025
概括
预测和健康管理 (PHM) 对工业可靠性和安全性至关重要. 这项研究绘制了PHM研究趋势,突出了其多学科的增长和与化学工程中先进模型的整合.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机科学 计算机科学
- 材料科学 材料科学 材料科学
背景情况:
- 预测和健康管理 (PHM) 对于提高工业维护效率越来越重要.
- 在化学工程中,PHM为管理复杂系统的可靠性和安全性提供了巨大的潜力.
研究的目的:
- 对预后和健康管理 (PHM) 研究进行文献计量分析.
- 探索PHM的演变,研究热点和发展趋势,特别关注其在化学工程中的应用.
主要方法:
- 从科学网络核心集合中检索的2351个出版物的图书法分析.
- 应用科学绘图技术来可视化研究趋势和相互连接.
主要成果:
- PHM已经成为一个多学科的研究领域,在化学工程方面越来越注重.
- 集成先进的模型,如神经网络和数字双胞胎,增强了传统的PHM方法.
- PHM提供实时洞察力,以改善运营策略和系统可靠性.
结论:
- PHM研究正在跨学科扩展,显示了近期化学工程应用的显著增长.
- 未来的PHM发展将强调多学科融合和强大的学术界和工业界合作.
- 在解决工业环境中的实际挑战,提高安全性和运营效率方面,PHM具有显著的潜力.
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