Scalable Economic Dispatch for Smart Distribution Networks

IEEE Transactions on Power Systems

Volumn 30, Issue 4, 2015, Pages 1739-1746

  Kellerer, Elisabeth ^a   Steinke, Florian ^a  

^a SIEMENS AG   (Germany)

Author keywords

Distributed algorithms; Economic dispatch; Graphical models

Indexed keywords

ALGORITHMS; COMPLEX NETWORKS; ELECTRIC POWER SYSTEM ECONOMICS; INFORMATION DISSEMINATION; PARALLEL ALGORITHMS; SCHEDULING; SMART POWER GRIDS;

DISCRETIZED OPTIMIZATION; ECONOMIC DISPATCH; ELECTRIC POWER GRIDS; GRAPHICAL MODEL; INFORMATION PRIVACY; SMART DISTRIBUTION GRIDS; SMART DISTRIBUTION NETWORKS; STATISTICAL INFERENCE;

ELECTRIC LOAD DISPATCHING;

EID: 85027940067     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2014.2358375     Document Type: Article

References (19)

1. T. Logenthiran and D. Srinivasan, "Formulation of unit commitment (UC) problems and analysis of available methodologies used for solving the problems", in Proc. IEEE Int. Conf. Sustainable Energy Technologies (ICSET), 2010, pp. 1-6.
2. M. Carrion and J. Arroyo, "A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem", IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1371-1378, Aug. 2006.
3. M. Metzger, A. Szabo, and J. Bamberger, "Control as a key technology for the integration of renewables", in Proc. IFAC World Congr., 2011.
4. K. Kok, B. Roossien, P. MacDougall, O. Van Pruissen, G. Venekamp, R. Kamphuis, J. Laarakkers, and C. Warmer, "Dynamic pricing by scalable energy management systems-Field experiences and simulation results using powermatcher", in Proc. IEEE PES General Meeting, 2012.
5. P. Wolfrum, M. Kautz, and J. Schäfer, "Smart operation of CHP units", Power Plants Power Syst. Control, vol. 8, pp. 61-66, 2012.
6. D. Koller and N. Friedman, Probabilistic Graphical Models: Principles and Techniques. Cambridge, MA, USA: MIT Press, 2009.
7. Y. Hu, A. Kuh, T. Yang, and A. Kavcic, "A belief propagation based power distribution system state estimator", IEEE Computat. Intell. Mag., vol. 6, no. 3, pp. 36-46, 2011.
8. Y. Li, "Fully distributed state estimation of smart grids", in Proc. IEEE Int. Conf. Commun. (ICC), 2012, pp. 6580-6585.
9. L. Zdeborová, A. Decelle, and M. Chertkov, "Message passing for optimization and control of a power grid: Model of a distribution system with redundancy", Phys. Rev. E, pp. 1-10, 2009.
10. A. Y. Lam, B. Zhang, and D. N. Tse, "Distributed algorithms for optimal power flow problem", in Proc. IEEE Conf. Decision and Control (CDC), Dec. 2012, pp. 430-437.
11. J. Lavaei, D. Tse, and B. Zhang, "Geometry of power flows and optimization in distribution networks", IEEE Trans. Power Syst., vol. 29, no. 2, pp. 572-583, Mar. 2014.
12. M. Farivar and S. H. Low, "Branch flow model: Relaxations and convexification-part I", IEEE Trans. Power Syst., vol. 28, no. 3, pp. 2554-2564, Aug. 2013.
13. R. Jabr, "Radial distribution load flow using conic programming", IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1458-1459, Aug. 2006.
14. X. Bai, H. Wei, K. Fujisawa, and Y. Wang, "Semidefinite programming for optimal power flow problems", Int. J. Elect. Power Energy Syst., vol. 30, pp. 383-392, 2008.
15. M. J. Wainwright and M. I. Jordan, "Graphical models, exponential families, and variational inference", Found. Trends Mach. Learn., vol. 1, no. 1-2, pp. 1-305, 2008.
16. M. Schmidt, UGM: Matlab code for Undirected Graphical Models, 2012 [Online]. Available: http://www.di.ens.fr/~mschmidt/Software/UGM.html
17. Y. Weiss, "Correctness of local probability propagation in graphical models with loops", Neural Computat., vol. 12, no. 1, pp. 1-41, 2000.
18. C. Hernandez-Aramburo, T. Green, and N. Mugniot, "Fuel consumption minimization of a microgrid", IEEE Trans. Ind. Applicat., vol. 41, no. 3, pp. 673-681, 2005.
19. W. IEEE Distribtuion Test Feeder (2013), Distribution test feeders, IEEE PES Distribution System Analysis Subcommittee.