Optimal Operating Strategies and Management for Smart Microgrid Systems
Publication: Journal of Energy Engineering
Volume 140, Issue 1
Abstract
Smart microgrid systems are distributed energy production systems intended to increase local renewable energy use and power supply reliability and lower transmission loss and carbon dioxide emissions. Optimal energy management operation strategies are essential to smart microgrid systems. This research formulates an optimization model for smart microgrid systems and establishes optimal operating strategies. The operating framework was tested on a smart microgrid system currently being developed at the Institute of Nuclear Energy Research, Taiwan. The smart microgrid system is equipped with energy storage devices (batteries) as well as photovoltaic and wind power generation systems. Sensitivity analyses of electricity demand growth and storage device investment were conducted for the smart microgrid model. The results show that optimal battery investment should be determined based on battery efficiency, power supply, load, and the rate of load change.
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Acknowledgments
The authors wish to thank the editors and anonymous referees for their thoughtful comments and suggestions. The authors are responsible for their opinions and errors. This research was funded by the National Science Council of Taiwan under Grant NSC–102–2313–B–002–054–MY3, NSC–100–2313–B–002–056, NSC–100–3113–E–009–003–CC2, and NSC–101–3113–E–009–001–CC2.
References
Abu-Sharkh, S., et al. (2006). “Can microgrids make a major contribution to UK energy supply?” Renew. Sustain. Energy Rev., 10(2), 78–127.
Alsayegh, O., Alhajraf, S., and Albusairi, H. (2010). “Grid-connected renewable energy source systems: Challenges and proposed management schemes.” Energy Convers. Manage., 51(8), 1690–1693.
Asano, H., and Bando, S. (2007). “Economic analysis of microgrids.” 4th Power Conversion Conf., IEEE, New York, 654–658.
Bando, S., Asano, H., Tokumoto, T., Tsukada, T., and Ogata, T. (2007). “Sensitivity analysis of the capacity of battery and photovoltaic generation and contracted demand of purchased power in a microgrid.” IEE Japan Trans. Power Energy, 127(7), 783–790.
Bando, S., Watanabe, H., Asano, H., and Tsujita, S. (2009). “Impact of various characteristics of electricity and heat demand on the optical configuration of a microgrid.” Electr. Eng. Jpn., 169(2), 6–13.
Bayod-Rujula, A. A. (2009). “Future development of the electricity systems with distributed generation.” Energy, 34(3), 377–383.
Chakraborty, S., Weiss, M. D., and Simoes, M. G. (2007). “Distributed intelligent energy management system for a single-phase high-frequency AC microgrid.” IEEE Transactions on Industrial Electronics, 54(1), 1–13.
Chaurey, A., and Kandpal, T. C. (2010). “A techno-economic comparison of rural electrification based on solar home systems and PV microgrids.” Energy Pol., 38(6), 3118–3129.
Costa, P. M., and Matos, M. A. (2010). “Capacity credit of microgeneration and microgrids.” Energy Pol., 38(10), 6330–6337.
Costa, P. M., Matos, M. A., and Lopes, J. A. P. (2008). “Regulation of microgeneration and microgrids.” Energy Pol., 36(10), 3893–3904.
da Silva, A. M. L., and de Carvalho Costa, J. G. (2003). “Transmission loss allocation: Part I. Single energy market.” IEEE Trans. Power Syst., 18(4), 1389–1394.
Dimeas, A., and Hatziargyriou, N. (2004). “A multi-agent system for microgrids.” Methods and applications of artificial intelligence, G. A. Vouros, and T. Panayiotopoulos, eds., Springer, Berlin, Heidelberg, 447–455.
Firestone, R., and Marnay, C. (2005). Energy manager design for microgrids, Lawrence Berkeley National Laboratory, LBNL–54447, 〈http://escholarship.org/uc/item/6fm1x870〉 (Dec. 5, 2011).
Handschin, E., Neise, F., Neumann, H., and Schultz, R. (2006). “Optimal operation of dispersed generation under uncertainty using mathematical programming.” Electr. Power Energy Syst., 28(9), 618–626.
Hawkes, A. D., and Leach, M. A. (2009). “Modelling high level system design and unit commitment for a microgrid.” Appl. Energy, 86(7–8), 1253–1265.
Huang, J., Jiang, C., and Xu, R. (2008). “A review on distributed energy resources and microgrid.” Renew. Sustain. Energy Rev., 12(9), 2472–2483.
Illindala, M., Siddiqui, A., Venkataramanan, G., and Marnay, C. (2007). “Localized aggregation of diverse energy sources for rural electrification using microgrids.” J. Energy Eng., 121–131.
Kamel, R. M., Chaouachi, A., and Nagasaka, K. (2010). “Wind power smoothing using fuzzy logic pitch controller and energy capacitor system for improvement Micro-Grid performance in islanding mode.” Energy, 35(5), 2119–2129.
Kelleher, J., and Ringwood, J. V. (2009). “A computational tool for evaluating the economics of solar and wind microgeneration of electricity.” Energy, 34(4), 401–409.
King, D., and Morgan, M. (2007). “Customer-focused assessment of electric power microgrids.” J. Energy Eng., 150–164.
Lasseter, R. (2007). “Microgrids and distributed generation.” J. Energy Eng., 144–149.
Lasseter, R. H., and Piagi, P. (2004). Microgrid: A conceptual solution, PESC’04, Aachen, Germany.
Lopes, J. A. P., Moreira, C. L., and Madureira, A. G. (2006). “Defining control strategies for analysing MicroGrids islanded operation.” IEEE Trans. Power Syst., 21(2), 916–924.
Lu, D., Fakham, H., Zhou, T., and François, B. (2010). “Application of Petri nets for the energy management of a photovoltaic based power station including storage units.” Renewable Energy, 35(6), 1117–1124.
Mitra, J., Patra, S. B., and Ranade, S. J. (2005). “A dynamic programming based method for developing optimal microgrid architectures.” 15th Power Systems Computational Conf., IEEE, New York, 22–26.
Mohamed, F. A., and Koivo, H. N. (2010). “System modelling and online optimal management of MicroGrid using Mesh Adaptive Direct Search.” Int. J. Electr. Power Energy Syst., 32(5), 398–407.
Molina, M. G., and Mercado, P. E. (2010). “Stabilization and control of tie-line power flow of microgrid including wind generation by distributed energy storage.” Int. J. Hydrog. Energy, 35(11), 5827–5833.
Morais, H., Kádár, P., Faria, P., Vale, Z. A., and Khodr, H. M. (2010). “Optimal scheduling of a renewable micro-grid in an isolated load area using mixed-integer linear programming.” Renewable Energy, 35(1), 151–156.
Niknam, T., Khodaei, A., and Fallahi, F. (2009). “A new decomposition approach for the thermal unit commitment problem.” Appl. Energy, 86(9), 1667–1674.
Obara, S., and El-Sayed, A. G. (2009). “Compound microgrid installation operation planning of a PEFC and photovoltaics with prediction of electricity production using GA and numerical weather information.” Int. J. Hydrog. Energy, 34(19), 8213–8222.
Ostergaard, P. A. (2010). “Regulation strategies of cogeneration of heat and power (CHP) plants and electricity transit in Denmark.” Energy, 35(5), 2194–2202.
Ren, H., and Gao, W. (2010). “A MILP model for integrated plan and evaluation of distributed energy systems.” Appl. Energy, 87(3), 1001–1014.
Rosenthal, R. E. (2008). “GAMS: A user’s guide.” 〈http://www.gams.com/dd/docs/bigdocs/GAMSUsersGuide.pdf〉 (Dec. 10, 2011).
Siddiqui, A., Marnay, C., Edwards, J., Firestone, R., Ghosh, S., and Stadler, M. (2005). “Effects of carbon tax on microgrid combined heat and power adoption.” J. Energy Eng., 2–25.
Stadler, M., et al. (2012). “Optimal planning and operation of smart grids with electric vehicle interconnection.” J. Energy Eng., 95–108.
Toledo, O. M., Filho, D. O., and Diniz, A. S. A. C. (2010). “Distributed photovoltaic generation and energy storage systems: A review.” Renew. Sustain. Energy Rev., 14(1), 506–511.
Trujillo, C. L., Velasco, D., Figueres, E., Garcerá, G., and Ortega, R. (2011). “Modeling and control of a push–pull converter for photovoltaic microinverters operating in island mode.” Appl. Energy, 88(8), 2824–2834.
Tsikalakis, A. G., and Hatziargyriou, N. D. (2007). “Environmental benefits of distributed generation with and without emissions trading.” Energy Pol., 35(6), 3395–3409.
Vachirasricirikul, S., and Ngamroo, I. (2011). “Robust controller design of heat pump and plug-in hybrid electric vehicle for frequency control in a smart microgrid based on specified-structure mixed H2/H∞ control technique.” Appl. Energy, 88(11), 3860–3868.
Zamora, R., and Srivastava, A. K. (2010). “Controls for microgrids with storage: Review, challenges, and research needs.” Renew. Sustain. Energy Rev., 14(7), 2009–2018.
Zoka, Y., Sugimoto, A., Yorino, N., Kawahara, K., and Kubokawa, J. (2007). “An economic evaluation for an autonomous independent network of distributed energy resources.” Electr. Power Syst. Res., 77(7), 831–838.
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© 2013 American Society of Civil Engineers.
History
Received: Jan 1, 2012
Accepted: Feb 13, 2013
Published online: Feb 15, 2013
Published in print: Mar 1, 2014
Discussion open until: May 13, 2014
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