Cyber-Physical Co-Design of Wireless Monitoring and Control for Civil Infrastructure
Welcome to the wiki of the Structural Health Monitoring group at Washington University in St. Louis. This site is fairly new, so it may be a while before we have a fair number of pages here. You can also see us at our WashU page.
Contents
Cyber-Physical Co-Design of Wireless Monitoring and Control for Civil Infrastructure
The objective of this research is to develop advanced distributed monitoring and control systems for civil infrastructure. The approach uses a cyber-physical co-design of wireless sensor-actuator networks and structural monitoring and control algorithms. The unified cyber-physical system architecture and abstractions employ reusable middleware services to develop hierarchical structural monitoring and control systems.
The intellectual merit of this multi-disciplinary research includes (1) a unified middleware architecture and abstractions for hierarchical sensing and control; (2) a reusable middleware service library for hierarchical structural monitoring and control; (3) customizable time synchronization and synchronized sensing routines; (4) a holistic energy management scheme that maps structural monitoring and control onto a distributed wireless sensor-actuator architecture; (5) dynamic sensor and actuator activation strategies to optimize for the requirements of monitoring, computing, and control; and (6) deployment and empirical validation of structural health monitoring and control systems on representative lab structures and in-service multi-span bridges. While the system constitutes a case study, it will enable the development of general principles that would be applicable to a broad range of engineering cyber-physical systems.
This research will result in a reduction in the lifecycle costs and risks related to our civil infrastructure. The multi-disciplinary team will disseminate results throughout the international research community through open-source software and sensor board hardware. Education and outreach activities will be held in conjunction with the Asia-Pacific Summer School in Smart Structures Technology jointly hosted by the US, Japan, China, and Korea.
Team
- Faculty
- Chenyang Lu[1] (Washington University)
- Gul Agha, Bill Spencer (UIUC)
- Shirley Dyke (Purdue University)
- Students
- Greg Hackmann, Bo Li (Washington University)
- Kirill Mechitov, Parya Moinzadeh, Lauren Linderman (UIUC)
- Nestor Castaneda, Sriram Krishnan, Zhuoxiong Sun (Purdue University)
Publications
- Hackmann, G., Guo, W., Yan, G., Lu, C., and Dyke, S., "Cyber-Physical Codesign of Distributed Structural Health Monitoring With Wireless Sensor Networks," Proceedings of First International Conference on Cyber-Physical Systems (ICCPS 2010), 2010. [PDF] [BibTeX]
- Hackmann, G., Sun, F., Castaneda, N., Lu, C., and Dyke, S., "A Holistic Approach to Decentralized Structural Damage Localization Using Wireless Sensor Networks," Proceedings of 29th IEEE Real-Time Systems Symposium (RTSS 2008), 2008.
Software
- WS2 - The implementation of the damage localization application for Imote2 nodes. (updated 2008/11/20)
Presentations
- Hackmann, G., "Cyber-Physical Codesign of Distributed Structural Health Monitoring With Wireless Sensor Networks", ICCPS 2010 presentation, April 13, 2010. [PPTX] [PDF]
- Hackmann, G., "A Holistic Approach to Decentralized Structural Damage Localization Using Wireless Sensor Networks", RTSS 2008 presentation, December 1, 2008. [PPTX] [PDF]
- "Implementation of Decentralized Damage Localization in Wireless Sensor Networks," by Fei Sun. MS Defense. In partial fulfillment of a Master's Degree in Computer Science. May 9, 2008. Download: pptx, pdf
