Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation
Based on the strict requirements of industrial applications for network real-time and reliability, this paper considers path performance correlation analysis using network delay parameters and evaluates the performance reliability of distributed network control systems (NCSs). The cumulative distrib...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10299647/ |
| _version_ | 1797632773468454912 |
|---|---|
| author | Longhang Huang Ying Wang Sheng Liang |
| author_facet | Longhang Huang Ying Wang Sheng Liang |
| author_sort | Longhang Huang |
| collection | DOAJ |
| description | Based on the strict requirements of industrial applications for network real-time and reliability, this paper considers path performance correlation analysis using network delay parameters and evaluates the performance reliability of distributed network control systems (NCSs). The cumulative distribution function of the delay of each information transmission path in the system is constructed, and the reliability of the cluster path is analyzed utilizing multivariate Archimedean Copula functions (ACFs), which describes the path performance correlation, then the fitting effect of Copula function is evaluated by using the squared Euclidean distance method. Finally then the reliabilities of each subsystem and the whole system are calculated full probability formula. To simulate the time delay data of each path in the system, an OPNET-based distributed NCSs simulation platform is established. The reliability of distributed NCSs with 3 sub-systems is evaluated, and the effectiveness of the time delay-based performance reliability evaluation of the distributed NCSs is verified. The results is useful of network parameters optimization and improve the performance reliability of distributed NCS. |
| first_indexed | 2024-03-11T11:42:33Z |
| format | Article |
| id | doaj.art-76725815097c4ca69af30ac1af6052d2 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-03-11T11:42:33Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-76725815097c4ca69af30ac1af6052d22023-11-10T00:00:57ZengIEEEIEEE Access2169-35362023-01-011112300412301710.1109/ACCESS.2023.332840010299647Reliability Assessment of Distributed Network Control System Based on Time Delay EvaluationLonghang Huang0https://orcid.org/0009-0000-8659-170XYing Wang1https://orcid.org/0000-0002-9434-2647Sheng Liang2School of Mechanical Engineering, Inner Mongolia University of Technology, Hohhot, ChinaSchool of Mechanical Engineering, Inner Mongolia University of Technology, Hohhot, ChinaSchool of Mechanical Engineering, Inner Mongolia University of Technology, Hohhot, ChinaBased on the strict requirements of industrial applications for network real-time and reliability, this paper considers path performance correlation analysis using network delay parameters and evaluates the performance reliability of distributed network control systems (NCSs). The cumulative distribution function of the delay of each information transmission path in the system is constructed, and the reliability of the cluster path is analyzed utilizing multivariate Archimedean Copula functions (ACFs), which describes the path performance correlation, then the fitting effect of Copula function is evaluated by using the squared Euclidean distance method. Finally then the reliabilities of each subsystem and the whole system are calculated full probability formula. To simulate the time delay data of each path in the system, an OPNET-based distributed NCSs simulation platform is established. The reliability of distributed NCSs with 3 sub-systems is evaluated, and the effectiveness of the time delay-based performance reliability evaluation of the distributed NCSs is verified. The results is useful of network parameters optimization and improve the performance reliability of distributed NCS.https://ieeexplore.ieee.org/document/10299647/Distributed networksreliabilityCopula functionscorrelation |
| spellingShingle | Longhang Huang Ying Wang Sheng Liang Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation IEEE Access Distributed networks reliability Copula functions correlation |
| title | Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation |
| title_full | Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation |
| title_fullStr | Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation |
| title_full_unstemmed | Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation |
| title_short | Reliability Assessment of Distributed Network Control System Based on Time Delay Evaluation |
| title_sort | reliability assessment of distributed network control system based on time delay evaluation |
| topic | Distributed networks reliability Copula functions correlation |
| url | https://ieeexplore.ieee.org/document/10299647/ |
| work_keys_str_mv | AT longhanghuang reliabilityassessmentofdistributednetworkcontrolsystembasedontimedelayevaluation AT yingwang reliabilityassessmentofdistributednetworkcontrolsystembasedontimedelayevaluation AT shengliang reliabilityassessmentofdistributednetworkcontrolsystembasedontimedelayevaluation |