Data-Driven Targeting of Customers for Demand Response

作者: Jungsuk Kwac , Ram Rajagopal

DOI: 10.1109/TSG.2015.2480841

关键词:

摘要: … the problem as a stochastic knapsack problem involving predicted customer responses. A novel and efficient approximation algorithm is developed so it can scale to problems involving …

参考文章(27)
Benjamin J. Birt, Guy R. Newsham, Ian Beausoleil-Morrison, Marianne M. Armstrong, Neil Saldanha, Ian H. Rowlands, Disaggregating categories of electrical energy end-use from whole-house hourly data Energy and Buildings. ,vol. 50, pp. 93- 102 ,(2012) , 10.1016/J.ENBUILD.2012.03.025
Arthur M. Geoffrion, Solving Bicriterion Mathematical Programs Operations Research. ,vol. 15, pp. 39- 54 ,(1967) , 10.1287/OPRE.15.1.39
Alejandro D. Dominguez-Garcia, Christoforos N. Hadjicostis, Distributed algorithms for control of demand response and distributed energy resources conference on decision and control. pp. 27- 32 ,(2011) , 10.1109/CDC.2011.6160431
David P. Morton, R. Kevin Wood, On a Stochastic Knapsack Problem and Generalizations Operations Research/Computer Science Interfaces Series. pp. 149- 168 ,(1998) , 10.1007/978-1-4757-2807-1_5
Le Xie, Pedro M S Carvalho, Luis A F M Ferreira, Juhua Liu, Bruce H Krogh, Nipun Popli, Marija D Ilić, Wind Integration in Power Systems: Operational Challenges and Possible Solutions Proceedings of the IEEE. ,vol. 99, pp. 214- 232 ,(2011) , 10.1109/JPROC.2010.2070051
Jungsuk Kwac, June Flora, Ram Rajagopal, Household Energy Consumption Segmentation Using Hourly Data IEEE Transactions on Smart Grid. ,vol. 5, pp. 420- 430 ,(2014) , 10.1109/TSG.2013.2278477
Mordechai I. Henig, The shortest path problem with two objective functions European Journal of Operational Research. ,vol. 25, pp. 281- 291 ,(1986) , 10.1016/0377-2217(86)90092-5
José Ramón Cancelo, Antoni Espasa, Rosmarie Grafe, Forecasting the electricity load from one day to one week ahead for the Spanish system operator International Journal of Forecasting. ,vol. 24, pp. 588- 602 ,(2008) , 10.1016/J.IJFORECAST.2008.07.005
Eun-Kyu Lee, Rajit Gadh, Mario Gerla, Energy Service Interface: Accessing to Customer Energy Resources for Smart Grid Interoperation IEEE Journal on Selected Areas in Communications. ,vol. 31, pp. 1195- 1204 ,(2013) , 10.1109/JSAC.2013.130704