State feedback control aware stochastic transmitting latency in cyber-physical power system
Distributed sensor networks with a great number of sensors realize information gathering, transmitting, and controlling, which will greatly improve the reliability and efficiency of industrial infrastructure systems, such as cyber-physical power system. Cyber-physical power system is one of the heur...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2018-09-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147718802260 |
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| _version_ | 1849304798346608640 |
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| author | Hao Ji Meng Wang Ting Yang Junjie Zhao |
| author_facet | Hao Ji Meng Wang Ting Yang Junjie Zhao |
| author_sort | Hao Ji |
| collection | DOAJ |
| description | Distributed sensor networks with a great number of sensors realize information gathering, transmitting, and controlling, which will greatly improve the reliability and efficiency of industrial infrastructure systems, such as cyber-physical power system. Cyber-physical power system is one of the heuristic systems tightly coupled by a continuous-time electrical power system and a discrete-time information system. The transmitting latency, packets disorder, or loss will fail system convergence, even unstable under disturbance. This article studies the effect of long latency on cyber-physical power system frequency stability based on network control theory and establishes a heuristic model to express the continuous-time distributed generation system and the discrete-time distributed sensor network. A new state feedback controller is designed based on the stochastic optimal control theory to solve the micro-grid’s frequency stability problem with stochastic latency disturbance. Finally, we have conducted an extensive evaluation study using a real distributed generation micro-grid system. The simulation results show that the new controller reduces the influence of distributed sensor networks transmitting latency on the frequency stability, and the frequency dynamic process in the distributed generation micro-grid has smaller overshoot and obtains faster dynamic response speed. |
| format | Article |
| id | doaj-art-3c78535cf67e43e2a70e1d6fe805150b |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2018-09-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-3c78535cf67e43e2a70e1d6fe805150b2025-08-20T03:55:37ZengWileyInternational Journal of Distributed Sensor Networks1550-14772018-09-011410.1177/1550147718802260State feedback control aware stochastic transmitting latency in cyber-physical power systemHao Ji0Meng Wang1Ting Yang2Junjie Zhao3State Grid Tianjin Electric Power Company, Tianjin, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin, ChinaDistributed sensor networks with a great number of sensors realize information gathering, transmitting, and controlling, which will greatly improve the reliability and efficiency of industrial infrastructure systems, such as cyber-physical power system. Cyber-physical power system is one of the heuristic systems tightly coupled by a continuous-time electrical power system and a discrete-time information system. The transmitting latency, packets disorder, or loss will fail system convergence, even unstable under disturbance. This article studies the effect of long latency on cyber-physical power system frequency stability based on network control theory and establishes a heuristic model to express the continuous-time distributed generation system and the discrete-time distributed sensor network. A new state feedback controller is designed based on the stochastic optimal control theory to solve the micro-grid’s frequency stability problem with stochastic latency disturbance. Finally, we have conducted an extensive evaluation study using a real distributed generation micro-grid system. The simulation results show that the new controller reduces the influence of distributed sensor networks transmitting latency on the frequency stability, and the frequency dynamic process in the distributed generation micro-grid has smaller overshoot and obtains faster dynamic response speed.https://doi.org/10.1177/1550147718802260 |
| spellingShingle | Hao Ji Meng Wang Ting Yang Junjie Zhao State feedback control aware stochastic transmitting latency in cyber-physical power system International Journal of Distributed Sensor Networks |
| title | State feedback control aware stochastic transmitting latency in cyber-physical power system |
| title_full | State feedback control aware stochastic transmitting latency in cyber-physical power system |
| title_fullStr | State feedback control aware stochastic transmitting latency in cyber-physical power system |
| title_full_unstemmed | State feedback control aware stochastic transmitting latency in cyber-physical power system |
| title_short | State feedback control aware stochastic transmitting latency in cyber-physical power system |
| title_sort | state feedback control aware stochastic transmitting latency in cyber physical power system |
| url | https://doi.org/10.1177/1550147718802260 |
| work_keys_str_mv | AT haoji statefeedbackcontrolawarestochastictransmittinglatencyincyberphysicalpowersystem AT mengwang statefeedbackcontrolawarestochastictransmittinglatencyincyberphysicalpowersystem AT tingyang statefeedbackcontrolawarestochastictransmittinglatencyincyberphysicalpowersystem AT junjiezhao statefeedbackcontrolawarestochastictransmittinglatencyincyberphysicalpowersystem |