Smart microgrid energy and reserve scheduling with demand response using stochastic optimization

International Journal of Electrical Power and Energy Systems

Volumn 63, Issue , 2014, Pages 523-533

  Zakariazadeh, Alireza ^a   Jadid, Shahram ^a   Siano, Pierluigi ^b  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^b UNIVERSITY OF SALERNO   (Italy)

Author keywords

Demand response; Microgrid; Renewable generation; Reserve; Stochastic optimization

Indexed keywords

DISTRIBUTED POWER GENERATION; DISTRIBUTION FUNCTIONS; ENERGY RESOURCES; MICROGRIDS; OPTIMIZATION; STOCHASTIC SYSTEMS;

DEMAND RESPONSE; MICRO GRID; RENEWABLE GENERATION; RESERVE; STOCHASTIC OPTIMIZATIONS;

SCHEDULING;

EID: 84904195838     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2014.06.037     Document Type: Article

References (54)

1. E. Zio, and T. Aven Uncertainties in smart grids behavior and modeling: what are the risks and vulnerabilities? How to analyze them? Energy Policy 39 10 2011 6308 6320
2. X. Tan, Q. Li, and H. Wang Advances and trends of energy storage technology in microgrid Int J Electr Power Energy Syst 44 1 2013 179 191
3. The 2012 DOE microgrid workshop summary report. < http://energy.gov/ oe/downloads/2012-doe-microgrid-workshop-summary-report-september-2012 >; September 2012.
4. R.H. Lasseter, J.H. Eto, B. Schenkman, J. Stevens, H. Vollkommer, and D. Klapp et al. CERTS microgrid laboratory test bed IEEE Trans Power Deliv 26 1 2010 2531 2540
5. E. Alvarez, A.M. Campos, P. Arboleya, and A.J. Gutiérrez Microgrid management with a quick response optimization algorithm for active power Int J Electr Power Energy Syst 43 1 2012 465 473
6. S. Bracco, F. Delfino, F. Pampararo, M. Robba, and M. Rossi The university of Genoa smart polygeneration microgrid test-bed facility: the overall system, the technologies and the research challenges Renew Sustain Energy Rev 18 2013 442 459
7. C. Chen, S. Duan, and T. Cai Smart energy management system for optimal microgrid economic operation IET Renew Power Gener 63 2011 258 267
8. S. Bracco, F. Delfino, F. Pampararo, M. Robba, and M. Rossi A mathematical model for the optimal operation of the University of Genoa smart polygeneration microgrid: evaluation of technical, economic and environmental performance indicators Energy 64 2014 912 922
9. EU. More microgrids - advanced architectures and control concepts for more microgrids-European Research Project, December; 2009.
10. US Department of energy electricity advisory committee. Smart grid system report. Report by electricity advisory committee; 2009.
11. M. Ortega-Vazquez, and D. Kirschen Estimating the spinning reserve requirements in systems with significant wind power generation penetration IEEE Trans Power Syst 24 2009 114 123
12. A. Zakariazadeh, S. Jadid, and P. Siano Stochastic operational scheduling of smart distribution system considering wind generation and demand response programs Int J Electr Power Energy Syst 63 2014 218 225
13. A. Zakariazadeh, and S. Jadid Smart microgird operational planning considering multiple demand response programs J Renew Sustain Energy 6 2014 013134
14. F. Bouffard, F.D. Galiana, and A.J. Conejo Market-clearing with stochastic security - Part I: formulation IEEE Trans Power Syst 20 2005 1818 1826 (Pubitemid 41700534)
15. F. Bouffard, and F.D. Galiana Stochastic security for operations planning with significant wind power generation IEEE Trans Power Syst 23 2008 306 316 (Pubitemid 351695808)
16. J.M. Morales, A.J. Conejo, and J. Perez-Ruiz Economic valuation of reserves in power systems with high penetration of wind power IEEE Trans Power Syst 24 2009 900 910
17. F. Bouffard, F.D. Galiana, and A.J. Conejo Market-clearing with stochastic security-Part II: case studies IEEE Trans Power Syst 20 2005 1827 1835 (Pubitemid 41700535)
18. R. Palma-Behnke, C. Benavides, F. Lanas, B. Severino, L. Reyes, and J. Llanos et al. A microgrid energy management system based on the rolling horizon strategy IEEE Trans Smart Grid 4 2013 996 1006
19. M. Faisal, and K. Heikki System modeling and online optimal management of microgrid using mesh adaptive direct search Int J Electr Power Energy Syst 32 2010 398 407
20. M.E. Khodayar, M. Barati, and M. Shahidehpour Integration of high reliability distribution system in microgrid operation IEEE Trans Smart Grid 3 2012 1997 2006
21. M. Wang, and H.B. Gooi Spinning reserve estimation in microgrids IEEE Trans Power Syst 26 2011 1164 1174
22. H. Kanchev, D. Lu, F. Colas, V. Lazarov, and B. Francois Energy management and operational planning of a microgrid with a PV-based active generator for smart grid applications IEEE Trans Ind Electron 58 2011 4583 4592
23. A. Khodaei Microgrid optimal scheduling with multi-period islanding constraints IEEE Trans Power Syst 29 2014 1383 1392
24. G. Liao Solve environmental economic dispatch of smart microgrid containing distributed generation system - using chaotic quantum genetic algorithm Int J Electr Power Energy Syst 43 2012 779 787
25. A. Chaouachi, R.M. Kamel, R. Andoulsi, and K. Nagasaka Multiobjective intelligent energy management for a microgrid IEEE Trans Ind Electron 60 2013 1688 1699
26. S. Mohammadi, S. Soleymani, and B. Mozafari Scenario-based stochastic operation management of MicroGrid including wind, photovoltaic, micro-turbine, fuel cell and energy storage devices Int J Electr Power Energy Syst 54 2014 525 535
27. P. Siano Demand response and smart grids - a survey Renew Sustain Energy Rev 30 2014 461 478
28. C. Cecati, C. Citro, and P. Siano Combined operations of renewable energy systems and responsive demand in a smart grid IEEE Trans Sustain Energy 2 2011 468 476
29. P. Siano, C. Cecati, H. Yu, and J. Kolbusz Real time operation of smart grids via FCN networks and optimal power flow IEEE Trans Ind Inform 8 2012 944 952
30. C. Cecati, C. Citro, A. Piccolo, and P. Siano Smart operation of wind turbines and diesel generators according to economic criteria IEEE Trans Ind Electron 58 2011 4514 4525
31. V. Calderaro, V. Lattarulo, A. Piccolo, and P. Siano Optimal switch placement by alliance algorithm for improving microgrids reliability IEEE Trans Ind Inform 8 4 2012 925 934
32. Specification of general, economical, functional, technical and communicational requirements for the advanced metering infrastructure (AMI). IEEO. < http://hooshmand.saba.org.ir/en/techfeature >; 2009.
33. A. Zakariazadeh, S. Jadid, and P. Siano Multi-objective scheduling of electric vehicles in smart distribution system Energy Convers Manage 79 2014 43 53
34. Assessment of demand response and advanced metering, FERC. Staff report, Docket No. AD06-2, August 7; 2006.
35. Boyle G. Renewable energy. Oxford, U.K.: Oxford Univ. Press; 2004.
36. Z.M. Salameh, B.S. Borowy, and A.R. Amin Photovoltaic module-site matching based on the capacity factors IEEE Trans Energy Convers 10 1995 326 332
37. F. Youcef, A. Mefti, A. Adane, and M.Y. Bouroubi Statistical analysis of solar measurements in Algeria using beta distributions Renew Energy 26 2002 47 67 (Pubitemid 34276273)
38. R. Chedid, H. Akiki, and S. Rahman A decision support technique for the design of hybrid solar-wind power systems IEEE Trans Energy Convers 13 1995 76 83 (Pubitemid 128742325)
39. K. Hoyland, and S.W. Wallace Generating scenario trees for multistage problems Manage Sci 47 2001 295 307 (Pubitemid 34192765)
40. J.R. Birge, and F. Louveaux Introduction to stochastic programming 1997 Springer-Verlag New York
41. J.F. Benders Partitioning procedures for solving mixed-variables programming problems Numerische Math 4 1962 238 252
42. A. Zakariazadeh, S. Jadid, and P. Siano Economic-environmental energy and reserve scheduling of smart distribution system: A multiobjective mathematical programming approach Energy Convers Manage 78 2014 151 164
43. CPLEX manual - GAMS. .
44. CONOPT manual - GAMS. < http://www.gams.com/dd/docs/solvers/conopt.pdf >.
45. Shahidehpour M, Fu Y. Tutorial: benders decomposition in restructure power systems. < http://motor.ece.iit.edu/ms/benders.pdf >.
46. H.M. Khodr, J. Martínez-Crespo, M.A. Matos, and J. Pereira Distribution systems reconfiguration based on OPF using benders decomposition IEEE Trans Power Deliv 24 2009 2166 2176
47. A. Basu, A. Bhattacharya, S. Chowdhury, and S. Chowdhury Planned scheduling for economic power sharing in a chp-based micro-grid IEEE Trans Power Syst 27 2012 30 38
48. Papathanassiou S, Hatziargyriou N, Strunz K. A benchmark low voltage microgrid network. In: Proc CIGRE Symp Power Syst Dispers Generat, Athens, Greece, April 17-20; 2005.
49. Owner's manual of the AIR403 wind turbine made by Southwest Windpower Inc. < http://wind-energy-resources.com/wer-30kw-wind-turbine.html >.
50. The solar power group company. < http://thesolarpowergroup.com.au/ >.
51. Hung DQ, Mithulananthan N, Lee K. Determining PV penetration for distribution systems with time-varying load models. IEEE Trans Power Syst [in press]. doi: 10.1109/TPWRS.2014.2314133. < http://ieeexplore.ieee.org/xpl/ articleDetails.jsp?arnumber=6797968 >.
52. A.S. Bouhouras, D.P. Labridis, and A.G. Bakirtzis Cost/worth assessment of reliability improvement in distribution networks by means of artificial intelligence Int J Electr Power Energy Syst 32 2010 530 538
53. Office of energy efficiency. Natural Resources Canada. Energy consumption of household appliances shipped in Canada. December; 2005.
54. Stamminger R. Synergy potential of smart appliances in renewable energy systems. Schriftenreihe der Haushaltstechnik Bonn. Tech. Rep.; 2009.