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International Conference on P2P, Parallel, Grid, Cloud and Internet Computing

3PGCIC 2017: Advances on P2P, Parallel, Grid, Cloud and Internet Computing pp 37–49Cite as

Optimization of Home Energy Management System Through Application of Tabu Search

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Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 13))

Abstract

In the past few years, a number of optimization techniques have been designed for Home Energy Management System (HEMS). In this paper, we evaluated the performance of two heuristic algorithms, i.e., Harmony Search Algorithm (HSA) and Tabu Search (TS) for optimization in residential area. These algorithms are used for efficient scheduling of Smart Appliances (SA) in Smart Homes (SH). Evaluated results show that TS performed better than HSA in achieving our defined goals of cost reduction, improving User Comfort (UC) level and minimization of Peak to Average Ratio (PAR). However, there remains a trade-off between electricity cost and waiting time.

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Author information

Authors and Affiliations

  1. COMSATS Institute of Information Technology, Islamabad, 44000, Pakistan

    Sundas Shafiq, Iqra Fatima, Samia Abid, Sikandar Asif, Sajeeha Ansar, Zain Ul Abideen & Nadeem Javaid

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  1. Sundas Shafiq
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  2. Iqra Fatima
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  3. Samia Abid
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  4. Sikandar Asif
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  5. Sajeeha Ansar
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  6. Zain Ul Abideen
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  7. Nadeem Javaid
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Corresponding author

Correspondence to Nadeem Javaid .

Editor information

Editors and Affiliations

  1. Technical University of Catalonia, Barcelona, Spain

    Fatos Xhafa

  2. Open University of Catalonia, Barcelona, Spain

    Santi Caballé

  3. Fukuoka Institute of Technology (FIT), Fukuoka, Japan

    Leonard Barolli

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Shafiq, S. et al. (2018). Optimization of Home Energy Management System Through Application of Tabu Search. In: Xhafa, F., Caballé, S., Barolli, L. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 13. Springer, Cham. https://doi.org/10.1007/978-3-319-69835-9_4

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  • DOI: https://doi.org/10.1007/978-3-319-69835-9_4

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-69834-2

  • Online ISBN: 978-3-319-69835-9

  • eBook Packages: EngineeringEngineering (R0)

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