Skip to main content
Erschienen in: Electronic Commerce Research 3/2013

01.09.2013

The prediction of network efficiency in the smart grid

verfasst von: Sung-Min Jung, Tae-Kyung Kim, Hee-Suk Seo, Seung-Jae Lee, Jin Kwak

Erschienen in: Electronic Commerce Research | Ausgabe 3/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

AMI is the core infrastructure of a smart grid and it is expected to be used for many industrial fields. The components of AMI generally include a smart meter, DCU, and MDMS. In such a system, the smart meter measures power consumption and DCU collects information from smart meters and send their data to MDMS. The MDMS is an end server to get information of the power usage and store its log and data. Since there are a lot of devices such as smart meters and DCUs in AMI, it is important to maintain the suitable number of them. In particular, it is necessary to calculate the proper number of DCUs for efficient management of AMI. In this paper, we suggest a way to predict the proper number of DCUs and this proposed method is useful to predict the total performance of heterogeneous AMI. The simulation results show that AMI is greatly influenced by the difference of performance between DCUs in the heterogeneous AMI.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Aikebaier, A., Enokido, T., & Takizawa, M. (2011). Trustworthy group making algorithm in distributed systems. In HCIS 2011 (Vol. 1, p. 6). Aikebaier, A., Enokido, T., & Takizawa, M. (2011). Trustworthy group making algorithm in distributed systems. In HCIS 2011 (Vol. 1, p. 6).
2.
Zurück zum Zitat Poh Ai Ling, A., & Masao, M. (2011). Selection of model in developing information security criteria for smart grid security system. Journal of Convergence, 2(1), 39–46. Poh Ai Ling, A., & Masao, M. (2011). Selection of model in developing information security criteria for smart grid security system. Journal of Convergence, 2(1), 39–46.
3.
Zurück zum Zitat Bennett, C., & Wicker, S. B. (2010). Decreased time delay and security enhancement recommendations for AMI smart meter networks. In Conference on innovative smart grid technologies (ISGT) (pp. 1–6). CrossRef Bennett, C., & Wicker, S. B. (2010). Decreased time delay and security enhancement recommendations for AMI smart meter networks. In Conference on innovative smart grid technologies (ISGT) (pp. 1–6). CrossRef
4.
Zurück zum Zitat Li, F. (2007). Continuous locational marginal pricing (CLMP). IEEE Transactions on Power Systems, 22(4), 1638–1646. CrossRef Li, F. (2007). Continuous locational marginal pricing (CLMP). IEEE Transactions on Power Systems, 22(4), 1638–1646. CrossRef
5.
Zurück zum Zitat Li, F., & Bo, R. (2009). Congestion and price prediction under load variation. IEEE Transactions on Power Systems, 24(2), 911–922. CrossRef Li, F., & Bo, R. (2009). Congestion and price prediction under load variation. IEEE Transactions on Power Systems, 24(2), 911–922. CrossRef
6.
Zurück zum Zitat Li, F., Qiao, W., Sun, H., Wan, H., Wang, J., Xia, Y., Xu, Z., & Zhang, P. (2010). Smart transmission grid: vision and framework. IEEE Transactions on Smart Grid, 1(2), 167–177. CrossRef Li, F., Qiao, W., Sun, H., Wan, H., Wang, J., Xia, Y., Xu, Z., & Zhang, P. (2010). Smart transmission grid: vision and framework. IEEE Transactions on Smart Grid, 1(2), 167–177. CrossRef
7.
Zurück zum Zitat Bumiller, G., Lampe, L., & Hrasnica, H. (2010). Power line communications for large-scale control and automation systems. IEEE Communications Magazine, 48(4), 106–113. CrossRef Bumiller, G., Lampe, L., & Hrasnica, H. (2010). Power line communications for large-scale control and automation systems. IEEE Communications Magazine, 48(4), 106–113. CrossRef
8.
Zurück zum Zitat Gungor, V. C., Sahin, D., Kocak, T., Ergut, S., Buccella, C., Cecati, C., & Hancke, G. P. (2011). Smart grid technologies: communication technologies and standards. IEEE Transactions on Smart Grid, 7(4), 529–539. Gungor, V. C., Sahin, D., Kocak, T., Ergut, S., Buccella, C., Cecati, C., & Hancke, G. P. (2011). Smart grid technologies: communication technologies and standards. IEEE Transactions on Smart Grid, 7(4), 529–539.
9.
Zurück zum Zitat Luss, H., Neidhardt, A. L., & Krishan, K. R. (2009). An adaptive automated method for identity verification with performance guarantees. Electronic Commerce Research, 9(8), 225–242. CrossRef Luss, H., Neidhardt, A. L., & Krishan, K. R. (2009). An adaptive automated method for identity verification with performance guarantees. Electronic Commerce Research, 9(8), 225–242. CrossRef
10.
Zurück zum Zitat Roozbehani, M., Dahleh, M., & Mitter, S. (2010). Dynamic pricing and stabilization of supply and demand in modern electric power grids. In Conference on smart grid communications (SmartGridComm) (pp. 543–548). Roozbehani, M., Dahleh, M., & Mitter, S. (2010). Dynamic pricing and stabilization of supply and demand in modern electric power grids. In Conference on smart grid communications (SmartGridComm) (pp. 543–548).
11.
Zurück zum Zitat McDaniel, P., & Smith, S. W. (2009). Security and privacy challenges in the smart grid. IEEE Security & Privacy, 7(3), 75–77. CrossRef McDaniel, P., & Smith, S. W. (2009). Security and privacy challenges in the smart grid. IEEE Security & Privacy, 7(3), 75–77. CrossRef
12.
Zurück zum Zitat Hsu, P.-H., Tang, W., Tsai, C., & Cheng, B.-C. (2011). Two-layer security scheme for AMI system. Journal of Convergence, 2(1), 47–52. Hsu, P.-H., Tang, W., Tsai, C., & Cheng, B.-C. (2011). Two-layer security scheme for AMI system. Journal of Convergence, 2(1), 47–52.
13.
Zurück zum Zitat Paudyal, S., Canizares, C., & Bhattacharya, K. (2011). Optimal operation of distribution feeders in smart grids. IEEE Transactions on Smart Grid, 58(11), 4495–4503. Paudyal, S., Canizares, C., & Bhattacharya, K. (2011). Optimal operation of distribution feeders in smart grids. IEEE Transactions on Smart Grid, 58(11), 4495–4503.
14.
Zurück zum Zitat Silas, S., Ezra, K., & Blessing Rajsingh, E. (2012). A novel fault tolerant service selection framework for pervasive computing. In HCIS 2012 (Vol. 2, p. 5). Silas, S., Ezra, K., & Blessing Rajsingh, E. (2012). A novel fault tolerant service selection framework for pervasive computing. In HCIS 2012 (Vol. 2, p. 5).
15.
Zurück zum Zitat Misra, S. K., & Wickamasinghe, N. (2004). Security of a mobile transaction: a trust model. Electronic Commerce Research, 4(4), 359–372. CrossRef Misra, S. K., & Wickamasinghe, N. (2004). Security of a mobile transaction: a trust model. Electronic Commerce Research, 4(4), 359–372. CrossRef
16.
Zurück zum Zitat Loureiro, S., Molva, R., & Pannetrat, A. (2001). Secure data collection with updates. Electronic Commerce Research, 1(1), 119–130. CrossRef Loureiro, S., Molva, R., & Pannetrat, A. (2001). Secure data collection with updates. Electronic Commerce Research, 1(1), 119–130. CrossRef
17.
Zurück zum Zitat Yeo, S., & Lee, H.-H. S. (2011). Using mathematical modeling in provisioning a heterogeneous cloud computing environment. Computer, 44(8), 52–62. Yeo, S., & Lee, H.-H. S. (2011). Using mathematical modeling in provisioning a heterogeneous cloud computing environment. Computer, 44(8), 52–62.
18.
Zurück zum Zitat Röhrig, S., & Knorr, K. (2004). Security analysis of electronic business processes. Electronic Commerce Research, 4(1), 59–81. CrossRef Röhrig, S., & Knorr, K. (2004). Security analysis of electronic business processes. Electronic Commerce Research, 4(1), 59–81. CrossRef
19.
Zurück zum Zitat Gungor, V. C., Lu, B., & Hancke, G. P. (2010). Opportunities and challenges of wireless sensor networks in smart grid. IEEE Transactions on Smart Grid, 57(10), 3557–3564. Gungor, V. C., Lu, B., & Hancke, G. P. (2010). Opportunities and challenges of wireless sensor networks in smart grid. IEEE Transactions on Smart Grid, 57(10), 3557–3564.
Metadaten
Titel
The prediction of network efficiency in the smart grid
verfasst von
Sung-Min Jung
Tae-Kyung Kim
Hee-Suk Seo
Seung-Jae Lee
Jin Kwak
Publikationsdatum
01.09.2013
Verlag
Springer US
Erschienen in
Electronic Commerce Research / Ausgabe 3/2013
Print ISSN: 1389-5753
Elektronische ISSN: 1572-9362
DOI
https://doi.org/10.1007/s10660-013-9124-1

Weitere Artikel der Ausgabe 3/2013

Electronic Commerce Research 3/2013 Zur Ausgabe