Multi-period optimal energy procurement and demand response in smart grid with uncertain supply

作者: Libin Jiang , Steven Low

DOI: 10.1109/CDC.2011.6161320

关键词: Environmental economicsSmart gridDemand forecastingDemand curveDemand managementDemand responseBusinessDynamic demandSupply and demandDemand patterns

摘要: We propose a simple model that integrates two-period electricity markets, uncertainty in renewable generation, and real-time dynamic demand response. A load-serving entity decides its day-ahead procurement to optimize expected social welfare day before energy delivery. At delivery time when generation is realized, it sets prices manage purchase additional power on the market, if necessary, balance supply demand. derive optimal decision, response algorithm, study effect of volume variability welfare.

参考文章(24)
Lijun Chen, Na Li, Libin Jiang, Steven H. Low, Optimal Demand Response: Problem Formulation and Deterministic Case Control and Optimization Methods for Electric Smart Grids. pp. 63- 85 ,(2012) , 10.1007/978-1-4614-1605-0_3
Frank Wolak, Ahmad Faruqui, Stephen Holland, Jim Bushnell, Severin Borenstein, Michael Jaske, Karen Notsund, Steve Puller, Jennifer Kaiser, Jim Griffin, Art Rosenfeld, Steve Braithwait, Larry Ruff, Celeste Saravia, Time-Varying Retail Electricity Prices: Theory and Practice ,(2003)
John H. Chamberlin, Clark W. Gellings, Demand-Side Management: Concepts and Methods ,(1988)
Wen-Chen Chu, Bin-Kwie Chen, Chun-Kuei Fu, Scheduling of direct load control to minimize load reduction for a utility suffering from generation shortage IEEE Transactions on Power Systems. ,vol. 8, pp. 1525- 1530 ,(1993) , 10.1109/59.260955
Marija D Ilić, Dynamic Monitoring and Decision Systems for Enabling Sustainable Energy Services Proceedings of the IEEE. ,vol. 99, pp. 58- 79 ,(2011) , 10.1109/JPROC.2010.2089478
C. Lin, G. Viviani, Hierarchical Economic Dispatch for Piecewise Quadratic Cost Functions IEEE Power & Energy Magazine. ,vol. 103, pp. 1170- 1175 ,(1984) , 10.1109/TPAS.1984.318445
P P Varaiya, F F Wu, J W Bialek, Smart Operation of Smart Grid: Risk-Limiting Dispatch Proceedings of the IEEE. ,vol. 99, pp. 40- 57 ,(2011) , 10.1109/JPROC.2010.2080250
Libin Jiang, Steven Low, Real-time demand response with uncertain renewable energy in smart grid allerton conference on communication, control, and computing. pp. 1334- 1341 ,(2011) , 10.1109/ALLERTON.2011.6120322
Sean Meyn, Matias Negrete-Pincetic, Gui Wang, Anupama Kowli, Ehsan Shafieepoorfard, The value of volatile resources in electricity markets 49th IEEE Conference on Decision and Control (CDC). pp. 1029- 1036 ,(2010) , 10.1109/CDC.2010.5717327
Jianming Chen, F.N. Lee, A.M. Breipohl, R. Adapa, Scheduling direct load control to minimize system operation cost IEEE Transactions on Power Systems. ,vol. 10, pp. 1994- 2001 ,(1995) , 10.1109/59.476068