Method to create and optimize original electric power communication network based on K-means
The major contribution was using the K-means to create nodes instead of traditional Waxman means in order to get a suitable and strong original electric power communication network.After the nodes were created,a vulnerability analysis was given on the grid of the network topology and check that if i...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2016-10-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016241/ |
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| _version_ | 1841539508498071552 |
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| author | Xin JIN Liang YANG Cheng-ming JIN Guo-hua SU Lei SUN |
| author_facet | Xin JIN Liang YANG Cheng-ming JIN Guo-hua SU Lei SUN |
| author_sort | Xin JIN |
| collection | DOAJ |
| description | The major contribution was using the K-means to create nodes instead of traditional Waxman means in order to get a suitable and strong original electric power communication network.After the nodes were created,a vulnerability analysis was given on the grid of the network topology and check that if it has a network islanding,at last the weak nodes would be reinforced.A simulation about this algorithm shows that this algorithm which combines K-means and vulner-ability can create a electric power communication networks with better resistance of risks. |
| format | Article |
| id | doaj-art-666231ffcf314231a69f9d454a65368d |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2016-10-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-666231ffcf314231a69f9d454a65368d2025-01-14T07:11:05ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2016-10-0137101459705659Method to create and optimize original electric power communication network based on K-meansXin JINLiang YANGCheng-ming JINGuo-hua SULei SUNThe major contribution was using the K-means to create nodes instead of traditional Waxman means in order to get a suitable and strong original electric power communication network.After the nodes were created,a vulnerability analysis was given on the grid of the network topology and check that if it has a network islanding,at last the weak nodes would be reinforced.A simulation about this algorithm shows that this algorithm which combines K-means and vulner-ability can create a electric power communication networks with better resistance of risks.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016241/K-means clusteringpower communicationnetwork topologyvulnerability analysis |
| spellingShingle | Xin JIN Liang YANG Cheng-ming JIN Guo-hua SU Lei SUN Method to create and optimize original electric power communication network based on K-means Tongxin xuebao K-means clustering power communication network topology vulnerability analysis |
| title | Method to create and optimize original electric power communication network based on K-means |
| title_full | Method to create and optimize original electric power communication network based on K-means |
| title_fullStr | Method to create and optimize original electric power communication network based on K-means |
| title_full_unstemmed | Method to create and optimize original electric power communication network based on K-means |
| title_short | Method to create and optimize original electric power communication network based on K-means |
| title_sort | method to create and optimize original electric power communication network based on k means |
| topic | K-means clustering power communication network topology vulnerability analysis |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016241/ |
| work_keys_str_mv | AT xinjin methodtocreateandoptimizeoriginalelectricpowercommunicationnetworkbasedonkmeans AT liangyang methodtocreateandoptimizeoriginalelectricpowercommunicationnetworkbasedonkmeans AT chengmingjin methodtocreateandoptimizeoriginalelectricpowercommunicationnetworkbasedonkmeans AT guohuasu methodtocreateandoptimizeoriginalelectricpowercommunicationnetworkbasedonkmeans AT leisun methodtocreateandoptimizeoriginalelectricpowercommunicationnetworkbasedonkmeans |