Clustering of Complementary Electricity Consumers Based on Their Usage Patterns

Sheng-Ta Chen; Chi-Lun Liu; Ming-Hung Lee; Min Fung; Wei-Guang Teng

doi:10.1051/e3sconf/20187201006

All issues

Volume 72 (2018)

E3S Web Conf., 72 (2018) 01006

References

Open Access

Issue		E3S Web Conf. Volume 72, 2018 2018 The International Conference on Electrical Engineering and Green Energy (CEEGE 2018)


Article Number		01006
Number of page(s)		6
Section		Power Electronics Technology and Electrical Engineering
DOI		https://doi.org/10.1051/e3sconf/20187201006
Published online		05 December 2018

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D. Le Comte, H. Warren, Modeling the Impact of Summer Temperatures on National Electricity Consumption. (J. Appl. Meteor, 20, 1415, 1981) [CrossRef] [Google Scholar]
M. Weiss, A. Helfenstein, F. Mattern, T. Staake, Leveraging Smart Meter Data to Recognize Home Appliances (IEEE Proc. PerCom., 190, 2012) [Google Scholar]
P. Samadi, A-H. Mohsenian-Rad, R. Schober, V. W. S., Wong and J. Jatskevich, Optimal Real-time Pricing Algorithm Based on Utility Maximization for Smart Grid. (Proc. IEEE Int. Conf. Smart Grid Commun., 415, 2015) [Google Scholar]
T. Lvogenthiran, D. Srinivasan and T-Z. Shun, Demand Side Management in Smart Grid Using Heuristic Optimization (IEEE Trans. Smart Grid, 3, 1244, 2012) [Google Scholar]
W. Lee, L. Xiang, Schober, R., and V. W. S. Wong, Direct Electricity Trading in Smart Grid: A Coalitional Game Analysis. (IEEE J. Sel. Areas Commun. 32 1398, 2014) [CrossRef] [Google Scholar]
S. Maharjan, Q. Zhu, Y. Zhang, S. Gjessing, and T. Başar, Demand Response Management in the Smart Grid in a Large Population Regime (IEEE Trans. Smart Grid, 7, 189, 2016) [Google Scholar]
P. Samadi, H. Mohsenian-Rad, R. Schober, and V. W. S. Wong, Advanced Demand Side Management for the Future Smart Grid Using Mechanism Design. (IEEE Trans. Smart Grid, 3, 1170, 2012) [Google Scholar]
W. T. Li, C. Yeun, N. Hassan, W. Tushar, C. K. Wen, K. Wood, K. Hu, X. Liu, Demand Response Management for Residential Smart Grid: From Theory to Practice (IEEE Access. 3, 2431, 2015) [Google Scholar]

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[1] C. Y. Chen, C. J. Liao, A Linear Programming Approach to the Electricity Contract Capacity Problem (Appl. Math Model., 35, 4077, 2011) [Google Scholar]

[2] K. Ma, C. Wang, J. Yang, Z. Tian, and X. Guan, Energy Management Based on Demand-Side Pricing: A Super Modular Game Approach (IEEE Access. 5, 18219, 2017) [Google Scholar]

[3] M. Salani, A. Giusti, G. Di Caro, A. E. Rizzoli and L. M. Gambardella, Lexicographic Multi-Objective Optimization for the Unit Commitment Problem and Economic Dispatch in a Microgrid (Proc. IEEE PES Eur. Conf. ISGT, 2011) [Google Scholar]

[4] I. Atzeni, L. G. Ordóñez, G. Scutari, D. P. Palomar, and J. R. Fonollosa, Demand-Side Management via Distributed Energy Generation and Storage Optimization. (IEEE Trans. Smart Grid, 4, 866, 2013) [Google Scholar]

[5] C. Greer, et al, NIST Framework and Roadmap for Smart Grid Interoperability Standards, Release 3.0. (Nat. Inst. Standards Technol. Tech. Rep., 2014) [Google Scholar]

[6] J. Kwac, J. Flora, and R. Rajagopal, Household Energy Consumption Segmentation Using Hourly Data. (IEEE Trans. Smart Grid, 5, 420, 2014) [Google Scholar]

[7] D. Le Comte, H. Warren, Modeling the Impact of Summer Temperatures on National Electricity Consumption. (J. Appl. Meteor, 20, 1415, 1981) [CrossRef] [Google Scholar]

[8] M. Weiss, A. Helfenstein, F. Mattern, T. Staake, Leveraging Smart Meter Data to Recognize Home Appliances (IEEE Proc. PerCom., 190, 2012) [Google Scholar]

[9] P. Samadi, A-H. Mohsenian-Rad, R. Schober, V. W. S., Wong and J. Jatskevich, Optimal Real-time Pricing Algorithm Based on Utility Maximization for Smart Grid. (Proc. IEEE Int. Conf. Smart Grid Commun., 415, 2015) [Google Scholar]

[10] T. Lvogenthiran, D. Srinivasan and T-Z. Shun, Demand Side Management in Smart Grid Using Heuristic Optimization (IEEE Trans. Smart Grid, 3, 1244, 2012) [Google Scholar]

[11] W. Lee, L. Xiang, Schober, R., and V. W. S. Wong, Direct Electricity Trading in Smart Grid: A Coalitional Game Analysis. (IEEE J. Sel. Areas Commun. 32 1398, 2014) [CrossRef] [Google Scholar]

[12] S. Maharjan, Q. Zhu, Y. Zhang, S. Gjessing, and T. Başar, Demand Response Management in the Smart Grid in a Large Population Regime (IEEE Trans. Smart Grid, 7, 189, 2016) [Google Scholar]

[13] P. Samadi, H. Mohsenian-Rad, R. Schober, and V. W. S. Wong, Advanced Demand Side Management for the Future Smart Grid Using Mechanism Design. (IEEE Trans. Smart Grid, 3, 1170, 2012) [Google Scholar]

[14] W. T. Li, C. Yeun, N. Hassan, W. Tushar, C. K. Wen, K. Wood, K. Hu, X. Liu, Demand Response Management for Residential Smart Grid: From Theory to Practice (IEEE Access. 3, 2431, 2015) [Google Scholar]