Holistic Cyber-Physical Management for Dependable Wireless Control Systems

被引:21
|
作者
Ma, Yehan [1 ]
Gunatilaka, Dolvara [1 ]
Li, Bo [1 ]
Gonzalez, Umberto [2 ]
Lu, Chenyang [1 ]
机构
[1] Washington Univ, Comp Sci & Engn, St Louis, MO 63130 USA
[2] BlackThorn Therapeut, San Francisco, CA 94103 USA
基金
美国国家科学基金会;
关键词
Cyber-physical system; wireless control; wireless sensor-actuator network; model predictive control; NETWORKED CONTROL-SYSTEMS; MODEL-PREDICTIVE CONTROL; CO-DESIGN; STABILITY;
D O I
10.1145/3185510
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Wireless sensor-actuator networks (WSANs) are gaining momentum in industrial process automation as a communication infrastructure for lowering deployment and maintenance costs. In traditional wireless control systems, the plant controller and the network manager operate in isolation, which ignores the significant influence of network reliability on plant control performance. To enhance the dependability of industrial wireless control, we propose a holistic cyber-physical management framework that employs runtime coordination between the plant control and network management. Our design includes a holistic controller that generates actuation signals to physical plants and reconfigures the WSAN to maintain the desired control performance while saving wireless resources. As a concrete example of holistic control, we design a holistic manager that dynamically reconfigures the number of transmissions in the WSAN based on online observations of physical and cyber variables. We have implemented the holistic management framework in the wireless cyber-physicalsimulator (WCPS). A systematic case study is presented based on two five-state plants and a load positioning system using a 16-node WSAN. Simulation results show that the holistic management design has significantly enhanced the dependability of the system against both wireless interferences and physical disturbances, while effectively reducing the number of wireless transmissions.
引用
收藏
页数:25
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