Skip to main content
Top

2018 | OriginalPaper | Chapter

A Social Spider Optimization Based Home Energy Management System

Authors : Mujeeb Ur Rehman, Tamour Bilal, Muhammad Awais, Muhammad Junaid, Asma Zahra, Nadeem Javaid

Published in: Advances in Network-Based Information Systems

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Home energy management within the traditional grid is difficult, so Smart Grid (SG) is introduced by upgrading the traditional grid, i.e., adding the Information Technology (IT) and Sensors Network (SN) to traditional grids. SG manages the Demand of electricity and help in solving the electricity load management problem. Demand Side response has two parts monitoring the electricity and notify consumers about its pricing scheme and bill, this can be done using smart meters. In smart metering system homes are integrated with Energy Management Controller (EMC) which uses Demand Side Management (DSM) systems based on a optimization technique. In this paper a system is proposed which manages the load by shifting from peak hours to off peak hours, reduce electricity bill, reduce waiting time and reduce Peak to Average Ratio (PAR). For simulations we use classification consist of 3 classes of appliances, Time of Use (ToU) as our pricing signal and Social Spider Optimization (SSO) our technique. The simulations results show the achievements of the system.

Dont have a licence yet? Then find out more about our products and how to get one now:

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 "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!

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!

Literature
1.
go back to reference In, B.S.: Smart-Grid Security Issues, 8185, February 2010 In, B.S.: Smart-Grid Security Issues, 8185, February 2010
2.
go back to reference Kopka, H., Daly, P.W.: A Guide to LATEX, 3rd edn. Addison-Wesley, Harlow (1999) Kopka, H., Daly, P.W.: A Guide to LATEX, 3rd edn. Addison-Wesley, Harlow (1999)
3.
go back to reference Samadi, P., Wong, V.W.S., Schober, R.: Load scheduling and power trading in systems with high penetration of renewable energy resources. IEEE Trans. Smart Grid 7(4), 1802–1812 (2016)CrossRef Samadi, P., Wong, V.W.S., Schober, R.: Load scheduling and power trading in systems with high penetration of renewable energy resources. IEEE Trans. Smart Grid 7(4), 1802–1812 (2016)CrossRef
4.
go back to reference Khoury, J., Mbayedb, R., Salloumb, G., Monmasson, E.: Predictive demand side management of a residential house under intermittent primary energy source conditions. Energy Build. 112, 110–120 (2015)CrossRef Khoury, J., Mbayedb, R., Salloumb, G., Monmasson, E.: Predictive demand side management of a residential house under intermittent primary energy source conditions. Energy Build. 112, 110–120 (2015)CrossRef
5.
go back to reference Zhu, Z., Tang, J., Lambotharan, S., Chin, W.H., Fan, Z.: A n integer linear programming based optimization for home demand-side management in smart grid. In: 2012 IEEE PES, Innovative Smart Grid Technologies (ISGT), p. 15. IEEE (2012) Zhu, Z., Tang, J., Lambotharan, S., Chin, W.H., Fan, Z.: A n integer linear programming based optimization for home demand-side management in smart grid. In: 2012 IEEE PES, Innovative Smart Grid Technologies (ISGT), p. 15. IEEE (2012)
6.
go back to reference Ma, K., Yao, T., Yang, J., Guan, X.: Residential power scheduling for demand response in smart grid. Int. J. Electr. Power Energy Syst. 78, 320–325 (2016)CrossRef Ma, K., Yao, T., Yang, J., Guan, X.: Residential power scheduling for demand response in smart grid. Int. J. Electr. Power Energy Syst. 78, 320–325 (2016)CrossRef
7.
go back to reference Huang, Y., Wang, L., Guo, W., Kang, Q., Wu, Q.: Chance Constrained Optimization in a Home Energy Management System Huang, Y., Wang, L., Guo, W., Kang, Q., Wu, Q.: Chance Constrained Optimization in a Home Energy Management System
8.
go back to reference Aghajani, G.R., Shayanfar, H.A., Shayeghi, H.: Demand side management in a smart micro-grid in the presence of renewable generation and demand response. Energy 126, 622–637 (2017)CrossRef Aghajani, G.R., Shayanfar, H.A., Shayeghi, H.: Demand side management in a smart micro-grid in the presence of renewable generation and demand response. Energy 126, 622–637 (2017)CrossRef
9.
go back to reference Rahim, S., Javaid, N., Ahmad, A., Khan, S.A., Khan, Z.A., Alrajeh, N., Qasim, U.: Exploiting heuristic algorithms to efficiently utilize energy management controllers with renewable energy sources. Energy Build. 129, 452–470 (2016)CrossRef Rahim, S., Javaid, N., Ahmad, A., Khan, S.A., Khan, Z.A., Alrajeh, N., Qasim, U.: Exploiting heuristic algorithms to efficiently utilize energy management controllers with renewable energy sources. Energy Build. 129, 452–470 (2016)CrossRef
10.
go back to reference Javaid, N., Javaid, S., Abdul, W., Ahmed, I., Almogren, A., Alamri, A., Niaz, I.A.: A hybrid genetic wind driven heuristic optimization algorithm for demand side management in smart grid. Energies 103, 319 (2017)CrossRef Javaid, N., Javaid, S., Abdul, W., Ahmed, I., Almogren, A., Alamri, A., Niaz, I.A.: A hybrid genetic wind driven heuristic optimization algorithm for demand side management in smart grid. Energies 103, 319 (2017)CrossRef
11.
go back to reference Zhao, Z., Lee, W.C., Shin, Y., Song, K.B.: An optimal power scheduling method for demand response in home energy management system (2013) Zhao, Z., Lee, W.C., Shin, Y., Song, K.B.: An optimal power scheduling method for demand response in home energy management system (2013)
Metadata
Title
A Social Spider Optimization Based Home Energy Management System
Authors
Mujeeb Ur Rehman
Tamour Bilal
Muhammad Awais
Muhammad Junaid
Asma Zahra
Nadeem Javaid
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-65521-5_69

Premium Partner