Details of Research Outputs

TitleA Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis
Author (Name in English or Pinyin)
Yang, Jiajia1; Zhao, Junhua2; Wen, Fushuan3; Dong, Zhaoyang1
Date Issued2019-05-01
Source PublicationIEEE Transactions on Smart Grid
ISSN1949-3053
DOI10.1109/TSG.2018.2825335
Indexed BySCIE
Firstlevel Discipline信息与系统科学相关工程与技术
Education discipline科技类
Published range国外学术期刊
Volume Issue Pages卷: 10 期: 3 页: 3374-3386
References
[1] E. Celebi and J. D. Fuller, "Time-of-use pricing in electricity markets under different market structures," IEEE Trans. Power Syst., vol. 27, no. 3, pp. 1170-1181, Aug. 2012.
[2] J. Yang, J. Zhao, F. Luo, F. Wen, and Z. Y. Dong, "Decision-making for electricity retailers: A brief survey," IEEE Trans. Smart Grid, to be published.
[3] Y. Ding et al., "Real-time market concept architecture for EcoGrid EU- A prototype for European smart grids," IEEE Trans. Smart Grid, vol. 4, no. 4, pp. 2006-2016, Dec. 2013.
[4] T. Namerikawa, N. Okubo, R. Sato, Y. Okawa, and M. Ono, "Realtime pricing mechanism for electricity market with built-in incentive for participation," IEEE Trans. Smart Grid, vol. 6, no. 6, pp. 2714-2724, Nov. 2015.
[5] X. Liang, X. Li, R. Lu, X. Lin, and X. Shen, "UDP: Usage-based dynamic pricing with privacy preservation for smart grid," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 141-150, Mar. 2013.
[6] M. Roozbehani, M. A. Dahleh, and S. K. Mitter, "Volatility of power grids under real-time pricing," IEEE Trans. Power Syst., vol. 27, no. 4, pp. 1926-1940, Nov. 2012.
[7] N. Y. Soltani, S. J. Kim, and G. B. Giannakis, "Real-time load elasticity tracking and pricing for electric vehicle charging," IEEE Trans. Smart Grid, vol. 6, no. 3, pp. 1303-1313, May 2015.
[8] I. Momber, S. Wogrin, and T. G. S. Román, "Retail pricing: A bilevel program for PEV aggregator decisions using indirect load control," IEEE Trans. Power Syst., vol. 31, no. 1, pp. 464-473, Jan. 2016.
[9] T. Hahn, Z. Tan, and W. Ko, "Design of time-varying rate considering CO2 emission," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 383-389, Mar. 2013.
[10] W. Wei, F. Liu, and S. Mei, "Energy pricing and dispatch for smart grid retailers under demand response and market price uncertainty," IEEE Trans. Smart Grid, vol. 6, no. 3, pp. 1364-1374, May 2015.
[11] L. Jia and L. Tong, "Dynamic pricing and distributed energy management for demand response," IEEE Trans. Smart Grid, vol. 7, no. 2, pp. 1128-1136, Mar. 2016.
[12] S. Braithwait, D. Hansen, and M. O'Sheasy, Retail Electricity Pricing and Rate Design in Evolving Markets, Edison Elect. Inst., Washington, DC, USA, Jul. 2007, pp. 1-57.
[13] A. Hatami, H. Seifi, and M. K. Sheikh-El-Eslami, "A stochastic-based decision-making framework for an electricity retailer: Time-of-use pricing and electricity portfolio optimization," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 1808-1816, Nov. 2011.
[14] S. E. Fleten and E. Pettersen, "Constructing bidding curves for a pricetaking retailer in the Norwegian electricity market," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 701-708, May 2005.
[15] R. García-Bertrand, "Sale prices setting tool for retailers," IEEE Trans. Smart Grid, vol. 4, no. 4, pp. 2028-2035, Dec. 2013.
[16] R. de Sá Ferreira, L. A. Barroso, P. R. Lino, M. M. Carvalho, and P. Valenzuela, "Time-of-use tariff design under uncertainty in priceelasticities of electricity demand: A stochastic optimization approach," IEEE Trans. Smart Grid, vol. 4, no. 4, pp. 2285-2295, Dec. 2013.
[17] M. Carrión, A. J. Conejo, and J. M. Arroyo, "Forward contracting and selling price determination for a retailer," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 2105-2114, Nov. 2007.
[18] E. Celebi and J. D. Fuller, "A model for efficient consumer pricing schemes in electricity markets," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 60-67, Feb. 2007.
[19] P. Yang, G. Tang, and A. Nehorai, "A game-theoretic approach for optimal time-of-use electricity pricing," IEEE Trans. Power Syst., vol. 28, no. 2, pp. 884-892, May 2013.
[20] Z. Wang, Y. Li, Y. Shen, L. Zhou, and C. Wang, "Virtual electricity retailer for residents under single electricity pricing environment," J. Mod. Power Syst. Clean Energy, vol. 5, no. 2, pp. 248-261, Feb. 2017.
[21] J. Yang, J. Zhao, F. Wen, and Z. Dong, "A framework of customizing electricity retail prices," IEEE Trans. Power Syst., vol. 33, no. 3, pp. 2415-2428, May 2018. [Online]. Available: http://ieeexplore.ieee.org/document/8031351/.
[22] Y. Zhang, W. Chen, R. Xu, and J. Black, "A cluster-based method for calculating baselines for residential loads," IEEE Trans. Smart Grid, vol. 7, no. 5, pp. 2368-2377, Sep. 2016.
[23] M. Koivisto, P. Heine, I. Mellin, and M. Lehtonen, "Clustering of connection points and load modeling in distribution systems," IEEE Trans. Power Syst., vol. 28, no. 2, pp. 1255-1265, May 2013.
[24] J. Kwac, J. Flora, and R. Rajagopal, "Household energy consumption segmentation using hourly data," IEEE Trans. Smart Grid, vol. 5, no. 1, pp. 420-430, Jan. 2014.
[25] R. Li, C. Gu, F. Li, G. Shaddick, and M. Dale, "Development of low voltage network templates-Part I: Substation clustering and classification," IEEE Trans. Power Syst., vol. 30, no. 6, pp. 3036-3044, Nov. 2015.
[26] S. Haben, C. Singleton, and P. Grindrod, "Analysis and clustering of residential customers energy behavioral demand using smart meter data," IEEE Trans. Smart Grid, vol. 7, no. 1, pp. 136-144, Jan. 2016.
[27] T. Zhang, G. Zhang, J. Lu, X. Feng, and W. Yang, "A new index and classification approach for load pattern analysis of large electricity customers," IEEE Trans. Power Syst., vol. 27, no. 1, pp. 153-160, Feb. 2012.
[28] G. Chicco and I.-S. Ilie, "Support vector clustering of electrical load pattern data," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1619-1628, Aug. 2009.
[29] K. Mets, F. Depuydt, and C. Develder, "Two-stage load pattern clustering using fast wavelet transformation," IEEE Trans. Smart Grid, vol. 7, no. 5, pp. 2250-2259, Sep. 2016.
[30] G. J. Tsekouras, N. D. Hatziargyriou, and E. N. Dialynas, "Twostage pattern recognition of load curves for classification of electricity customers," IEEE Trans. Power Syst., vol. 22, no. 3, pp. 1120-1128, Aug. 2007.
[31] M. Piao, H. S. Shon, J. Y. Lee, and K. H. Ryu, "Subspace projection method based clustering analysis in load profiling," IEEE Trans. Power Syst., vol. 29, no. 6, pp. 2628-2635, Nov. 2014.
[32] Y. Wang, Q. Chen, C. Kang, and Q. Xia, "Clustering of electricity consumption behavior dynamics toward big data applications," IEEE Trans. Smart Grid, vol. 7, no. 5, pp. 2437-2447, Sep. 2016.
[33] A. Albert and R. Rajagopal, "Cost-of-service segmentation of energy consumers," IEEE Trans. Power Syst., vol. 29, no. 6, pp. 2795-2803, Nov. 2014.
[34] G. Chicco, R. Napoli, and F. Piglione, "Comparisons among clustering techniques for electricity customer classification," IEEE Trans. Power Syst., vol. 21, no. 2, pp. 933-940, May 2006.
[35] R. Granell, C. J. Axon, and D. C. H. Wallom, "Impacts of raw data temporal resolution using selected clustering methods on residential electricity load profiles," IEEE Trans. Power Syst., vol. 30, no. 6, pp. 3217-3224, Nov. 2015.
[36] K.-L. Zhou, S.-L. Yang, and C. Shen, "A review of electric load classification in smart grid environment," Renew. Sustain. Energy Rev., vol. 24, pp. 103-110, Aug. 2013.
[37] G. Chicco, "Overview and performance assessment of the clustering methods for electrical load pattern grouping," Energy, vol. 42, no. 1, pp. 68-80, Jun. 2012.
[38] Australian Government Department of the Environment and Energy. (Jul. 2014). Smart Grid, Smart City. Accessed: Oct. 9, 2017. [Online]. Available: http://www.environment.gov.au/energy/programs/ smartgridsmartcity.
[39] Z. Jiang and Q. Ai, "Agent-based simulation for symmetric electricity market considering price-based demand response," J. Mod. Power Syst. Clean Energy, vol. 5, no. 5, pp. 810-819, Sep. 2017.
[40] R. T. Rockafellar and S. Uryasev, "Optimization of conditional valueat-risk," J. Risk, vol. 2, no. 3, pp. 21-41, Apr. 2000.
[41] L. Bartelj, D. Paravan, A. F. Gubina, and R. Golob, "Valuating risk from sales contract offer maturity in electricity market," Int. J. Elect. Power Energy Syst., vol. 32, no. 2, pp. 147-155, Feb. 2010.
[42] S. A. Gabriel, A. J. Conejo, M. A. Plazas, and S. Balakrishnan, "Optimal price and quantity determination for retail electric power contracts," IEEE Trans. Power Syst., vol. 21, no. 1, pp. 180-187, Feb. 2006.
[43] P. Schneider et al., "Analytic considerations and design basis for the IEEE distribution test feeders," IEEE Trans. Power Syst., vol. 33, no. 3, pp. 3181-3188, May 2018.
Citation statistics
Cited Times:75[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttps://irepository.cuhk.edu.cn/handle/3EPUXD0A/582
CollectionSchool of Science and Engineering
Corresponding AuthorZhao, Junhua
Affiliation
1.Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
2.Chinese Univ Hong Kong , Sch Sci & Engn, Shenzhen 518100, Peoples R China
3.Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
Recommended Citation
GB/T 7714
Yang, Jiajia,Zhao, Junhua,Wen, Fushuanet al. A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis[J]. IEEE Transactions on Smart Grid,2019.
APA Yang, Jiajia, Zhao, Junhua, Wen, Fushuan, & Dong, Zhaoyang. (2019). A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis. IEEE Transactions on Smart Grid.
MLA Yang, Jiajia,et al."A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis".IEEE Transactions on Smart Grid (2019).
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