Multi-Timescale Power Management for Islanded Microgrids Including Storage and Demand Response

IEEE Transactions on Smart Grid

Volumn 6, Issue 3, 2015, Pages 1185-1195

  Pourmousavi, S Ali ^a   Nehrir, M Hashem ^a   Sharma, Ratnesh K ^b  

^a Montana State University   (United States)

^b NEC LABORATORIES AMERICA   (United States)

Author keywords

Battery dynamic modeling; demand response (DR); diesel generator (DiG) efficiency and emission model; electric water heater (EWH) dynamic model; power management

Indexed keywords

COST EFFECTIVENESS; COSTS; DIGITAL STORAGE; ELECTRIC BATTERIES; ELECTRIC POWER DISTRIBUTION; ELECTRIC POWER MEASUREMENT; ENERGY MANAGEMENT; HEATING EQUIPMENT; POWER MANAGEMENT; WATER HEATERS;

COMPREHENSIVE MODEL; DEMAND RESPONSE; ECONOMIC OPERATIONS; ELECTRIC WATER HEATERS; EMISSION CALCULATION; EMISSION MODEL; ISLANDED OPERATION MODES; SIMULATION STUDIES;

STORAGE MANAGEMENT;

EID: 85027935504     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2014.2387068     Document Type: Article

References (36)

1. "GRID 2030: A national vision for electricity's second 100 years,"U.S. Dept. Energy, Office Elect. Transmiss. Distrib., Washington, DC, USA, Jul. 2003.
2. F. Katiraei, R. Iravani, N. Hatziargyriou, and A. Dimeas, "Microgrids management: Controls and operation aspects of microgrids," IEEE Power Energy Mag., vol. 6, no. 3, pp. 54-65, May./Jun. 2008.
3. C. M. Colson, M. H. Nehrir, and S. A. Pourmousavi, "Towards real-time microgrid power management using computational intelligence methods,"in Proc. Power Energy Soc. Gen. Meeting (PES), Minneapolis, MN, USA, 2010, pp. 1-8.
4. A. G. Tsikalakis and N. D. Hatziargyriou, "Centralized control for optimizing microgrids operation," IEEE Trans. Energy Conv., vol. 23, no. 1, pp. 241-248, Feb. 2008.
5. S. A. Pourmousavi, M. H. Nehrir, C. M. Colson, and C. Wang, "Real-time energy management of a stand-alone hybrid wind-microturbine energy system using particle swarm optimization," IEEE Trans. Sustain. Energy, vol. 1, no. 3, pp. 193-201, Oct. 2010.
6. F. A. Mohamed and H. N. Kovio, "Power management strategy for solving power dispatch problems in MicroGrid for residential applications,"in Proc. IEEE Int. Energy Conf. Exhibit., Manama, Bahrain, 2010, pp. 746-751.
7. Y. Riffonneau, S. Bacha, F. Barruel, and S. Ploix, "Optimal power flow management for grid connected PV systems with batteries," IEEE Trans. Sustain. Energy, vol. 2, no. 3, pp. 309-320, Feb. 2011.
8. B. Belvedere et al., "A microcontroller-based power management system for standalone microgrids with hybrid power supply," IEEE Trans. Smart Grid, vol. 3, no. 3, pp. 422-431, May 2012.
9. S. A. Pourmousavi, R. K. Sharma, and B. Asghari, "A framework for real-time power management of a grid-tied microgrid to extend battery lifetime and reduce cost of energy," in Proc. IEEE PES Innov. Smart Grid Technol., Washington, DC, USA, 2012, pp. 1-8.
10. C. M. Colson and M. H. Nehrir, "Comprehensive real-time microgrid power management and control with distributed agents," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 617-627, Jan. 2013.
11. C. Colson, M. H. Nehrir, R. K. Sharma, and B. Asghari, "Improving sustainability of hybrid energy systems part II: Managing multiple objectives with a multiagent system," IEEE Trans. Sustain. Energy, vol. 5, no. 1, pp. 46-54, Jan. 2014.
12. C. Colson, M. H. Nehrir, R. K. Sharma, and B. Asghari, "Improving sustainability of hybrid energy systems part I: Incorporating battery round-trip efficiency and operational cost factors," IEEE Trans. Sustain. Energy, vol. 5, no. 1, pp. 37-45, Jan. 2014.
13. P. S. Dolan, M. H. Nehrir, and V. Gerez, "Development of a Monte Carlo based aggregate model for residential electric water heater loads,"Elect. Power Syst. Res., vol. 36, no. 1, pp. 29-35, Jan. 1996.
14. S. N. Patrick, "Control of aggregate electric water heaters for load shifting and balancing intermittent renewable energy generation in a smart grid environment," M.S. thesis, Dept. Elect. Eng., Montana State Univ., Bozeman, MT, USA, 2011.
15. S. A. Pourmousavi, S. N. Patrick, and M. H. Nehrir, "Real-time demand response through aggregate electric water heaters for load shifting and balancing intermittent wind generation," IEEE Trans. Smart Grid, vol. 5, no. 2, pp. 769-778, Mar. 2014.
16. (Jan. 11, 2015). HOMER ENERGY: Energy Modeling Software for Hybrid Renewable Energy Systems. [Online]. Available: http://homerenergy.com/
17. "Individual household electric power consumption data set," Dept. Mach. Learn. Repository, Univ. California-Irvine, Irvine, CA, USA. [Online]. Available: http://archive.ics.uci.edu/ml/datasets/Individual+household+electric+power+consumption#
18. E. Lorenzo et al., Solar Electricity Engineering of Photovoltaic Systems. Sevilla, Spain: Progensa, Jan. 1994, p. 316.
19. SunPower Corporation. (Jul. 14, 2013). SPR-200-BLK, Residential PV Module. [Online]. Available: http://www.energyplus.com.sg/products/32.pdf
20. L. E. Bussey, The Economic Analysis of Industrial Projects. Englewood Cliffs, NJ, USA: Prentic-Hall, 1978, chs. 4 and 11.
21. S. A. Pourmousavi, M. H. Nehrir, and R. K. Sharma, "Ownership cost calculations for distributed energy resources using uncertainty and risk analysis," Elect. Power Syst. Res., Dec. 2014.
22. S. Chakraborty and M. G. Simoes, "PV-microgrid operational cost minimization by neural forecasting and heuristic optimization," in Proc. IEEE Ind. Appl. Soc. Annu. Meeting, Edmonton, AB, Canada, 2008, pp. 1-8.
23. (Jun. 22, 2013). CumminsOnan Commercial SD 10000, [Online]. Available: https://powersuite.cummins.com/PSWEB/login.action
24. M. Pipattanasomporn, M. Willingham, and S. Rahman, "Implications of on-site distributed generation for commercial/industrial facilities," IEEE Trans. Power Syst., vol. 20, no. 1, pp. 206-212, Feb. 2005.
25. (Jan. 11, 2015). MATLAB Curve Fitting Toolbox. MathWorks. [Online]. Available: http://www.mathworks.com/products/curvefitting/
26. A. Sobu and G. Wu, "Dynamic optimal schedule management method for microgrid system considering forecast errors of renewable power generations," in Proc. IEEE Int. Conf. Power Syst. Technol., Auckland, CA, USA, 2012, pp. 1-6.
27. D. Thimsen, "Costs of utility distributed generators, 1-10 MW: Twenty-Four Case Studies," EPRI, Palo Alto, CA, and Cooperative Research Network, Arlington, VA, USA, Tech. Rep. 1007760, 2003.
28. D. Zhu et al., "In-plume emission test stand 2: Emission factors for 10- to 100-kW U.S. military generators," J. Air Waste Manage. Assoc., vol. 59, no. 12, pp. 1446-1457, Dec. 2009.
29. R. S. J. Tol, "The marginal damage costs of carbon dioxide emissions: An assessment of the uncertainties," Energy Policy, vol. 33, no. 16, pp. 2064-2074, Nov. 2005.
30. x," Resources for the Future, Tech. Rep. RFF DP 09-40, Oct. 2009.
31. M. Ceraolo, "New dynamical models of lead-acid batteries," IEEE Trans. Power Syst., vol. 15, no. 4, pp. 1184-1190, Nov. 2000.
32. EPRI. (Dec. 2010). Electricity Energy Storage Technology Options: A White Paper Primer on Applications, Costs and Benefits. [Online]. Available: http://www.electricitystorage.org/images/uploads/ static-content/technology/resources/ESA-TR-5-11-EPRIStorageReport-Rastler.pdf
33. R. Lassseter and M. Erikson, "Integration of battery-based energy storage element in the CERTS microgrid," U.S. Dept. Energy, Univ. Wisconsin-Madison, Madison, WI, USA, Tech. Rep. DE-FC02-06CH11350, Oct. 2009.
34. C. M. Colson and M. H. Nehrir, "A review of challenges to real-time power management of microgrids," in Proc. IEEE Power Energy Soc. Gen. Meeting (PES), Calgary, AB, Canada, 2009, pp. 1-8.
35. C. M. Colson and M. H. Nehrir, "An alternative method to load modeling for obtaining end-use load profiles," in Proc. IEEE North Amer. Power Symp. (NAPS), Starkville, MS, USA, 2009, pp. 1-5.
36. Descriptions of Electric Energy Use in Single Family Residences in the Pacific Northwest, 1986-1992, Office Energy Res., Portland, OR, USA, Dec. 1992.