Cyber-Physical Co-Design of Wireless Monitoring and Control for Civil Infrastructure
Supported by NSF under the CPS Program
Contents |
Project Description
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:
- A unified middleware architecture and abstractions for hierarchical sensing and control;
- A reusable middleware service library for hierarchical structural monitoring and control;
- Customizable time synchronization and synchronized sensing routines;
- A holistic energy management scheme that maps structural monitoring and control onto a distributed wireless sensor-actuator architecture;
- Dynamic sensor and actuator activation strategies to optimize for the requirements of monitoring, computing, and control;
- 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 (Washington University)
- Gul Agha, Bill Spencer (UIUC)
- Shirley Dyke (Purdue University)
- Members
- Greg Hackmann, Bo Li (Washington University)
- Kirill Mechitov, Parya Moinzadeh, Lauren Linderman (UIUC)
- Nestor Castaneda, Sriram Krishnan, Zhuoxiong Sun (Purdue University)
Ongoing Efforts
- Full Scale Truss Experiment
- Wireless sensors running distributed, multi-level damage detection deployed on a full scale truss (17.04m L × 1.83m W × 1.98m H) at Purdue;
- Damage detection results reflect actual damage locations, matching results from simulation.
- Jindo Bridge Monitoring
- Field validation of wireless sensor-based monitoring of a cable-stayed bridge in Korea;
- Long-term autonomous monitoring using 113 wireless smart sensors;
- Establishment of an international testbed.
- Monitoring Services Toolsuite
- Modular, service-oriented software library for assembling scalable monitoring applications;
- Core services: universal sensing, time synchronization, reliable communication, multi-hop routing, power management, numerical library;
- Used by 75 groups in 15 countries.
- Structural Control Simulator
- A cyber-physical simulation framework combining state-of-the-art structural models and wireless networking simulation;
- Enables realistic design and testing of structural control systems based on WSANs.
Publications
Softwares
- Damage Localization Application using DLAC (Washington University)
- Illinois SHM Services Toolsuite
Selected Talks
- Prof. Chenyang Lu, Cyber-Physical Co-Design for Wireless Structural Health Monitoring, Distinguished Lecture, University of Louisville, Nov. 2011.
- Prof. Chenyang Lu, My (biased) Perspective on CPS, Panel on Networked Monitoring and Control/Cyber-Physical Systems, Euromicro Conference on Real-Time Systems (ECRTS'11), Porto, Portugal, July 2011.
- Hackmann, G., "Cyber-Physical Codesign of Distributed Structural Health Monitoring With Wireless Sensor Networks", ICCPS 2010 presentation, April 13, 2010. [PPTX] [PDF]
- Prof. Chenyang Lu, Distributed Structural Health Monitoring, CONet Joint Seminar, Swedish Institute of Computer Science (SICS), Stockholm, Sweden, July 2009.
- Hackmann, G., "A Holistic Approach to Decentralized Structural Damage Localization Using Wireless Sensor Networks", RTSS 2008 presentation, December 1, 2008. [PPTX] [PDF]