了解传感器优化在复杂系统中的作用
Burak Suslu1, Fakhre Ali1, Ian K Jennions1
1Integrated Vehicle Health Management Centre, School of Aerospace, Transport and Manufacturing, Cranfield University, Bedfordshire MK43 0AL, UK.
Sensors (Basel, Switzerland)
|September 28, 2023
概括
对复杂系统来说,优化传感器网络至关重要,使得更好的健康评估成为可能. 本综述为传感器选择,放置和操作提供了指导方针,以最大限度地获取信息.
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
背景情况:
- 复杂的系统需要强大的健康监测.
- 传感器网络对于集成汽车健康管理 (IVHM) 中的数据采集至关重要.
- 优化传感器网络是有效评估资产状况的先决条件.
研究的目的:
- 为复杂系统中传感器网络优化提供全面的指南.
- 为传感器选择,放置,数据处理和操作引入多视角成本函数.
- 从信息获取角度对现有文献进行分类,并增强对最佳传感器网络的理解.
主要方法:
- 文献审查和分类.
- 为传感器优化开发分类学和概念图的开发.
- 讨论优化技术和成本函数量化的讨论.
主要成果:
- 对复杂系统的传感器网络优化的结构化概述.
- 针对各种优化方面的多功能性成本函数.
- 相关文献的分类,强调信息获取.
结论:
- 有效的传感器网络优化是改善整合车辆健康管理的关键.
- 提供的指导方针和分类学有助于从业人员设计最佳传感器网络.
- 专注于信息获取为传感器网络设计提供了一个新的视角.
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