Optimization of grid connected micro-grid consisting of PV/FC/UC with considered frequency control

In this paper, ultracapacitors are used as short-term storages for the frequency control of grid-connected microgrid that consists of photovoltaic panels, fuel cells, and the battery packs as long-term storages. Fuel cells and battery packs have delays in load tracking; therefore, ultracapacitors are used to compensate for the sudden power fluctuations in the microgrid that occur due to the output power uncertainty of the PV arrays and the loads required in the microgrid, as well as the sudden interruption of the main grid. The microgrid consists of interruptible and uninterruptible loads. When the total produced power in the microgrid, in addition to the purchased power from the grid, cannot satisfy the demand, first, the interruptible loads, and then the uninterruptible loads, are interrupted. In this paper, the forced outage rate of each component and some notions of the reliability are considered for the microgrid. To ensure the system's reliability, the uncertainty of the PV power and load demand is considered.

Optimization of grid connected micro-grid consisting of PV/FC/UC with considered frequency control

In this paper, ultracapacitors are used as short-term storages for the frequency control of grid-connected microgrid that consists of photovoltaic panels, fuel cells, and the battery packs as long-term storages. Fuel cells and battery packs have delays in load tracking; therefore, ultracapacitors are used to compensate for the sudden power fluctuations in the microgrid that occur due to the output power uncertainty of the PV arrays and the loads required in the microgrid, as well as the sudden interruption of the main grid. The microgrid consists of interruptible and uninterruptible loads. When the total produced power in the microgrid, in addition to the purchased power from the grid, cannot satisfy the demand, first, the interruptible loads, and then the uninterruptible loads, are interrupted. In this paper, the forced outage rate of each component and some notions of the reliability are considered for the microgrid. To ensure the system's reliability, the uncertainty of the PV power and load demand is considered.

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  • R. Lasseter, A. Akhil, C. Marnay, J. Stephens, J. Dagle, R. Guttromson, A. Meliopoulos, R. Yinger, J. Eto, White paper on Integration of Consortium Energy Resources. The CERTS MicroGrid Concept, CERTS, Rep. LBNL-50829, 2002.
  • MICROGRIDS: Large Scale Integration of Micro-Generation to Low Voltage Grids, EU Contact ENK5-CT-2002- 00610, Technical Annex, 2002.
  • W. Deng, W. Pei, Z. Qi, “Impact and improvement of distributed generation on voltage quality in micro-grid”, 3rd International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, pp. 1737–1741, 2008.
  • R.H. Lasseter, “Microgrids”, IEEE Power Engineering Society Winter Meeting, Vol. 1, pp. 305–308, 2002.
  • C. Marnay, G. Venkataramanan, “Microgrids in the evolving electricity generation and delivery infrastructure”, IEEE Power Engineering Society General Meeting, pp. 18–22, 2006.
  • O. ¨Ozg¨onenel, D.W.P. Thomas, “Short-term wind speed estimation based on weather data”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 20, pp. 335–346, 2012.
  • M. Uzunoglu, O.C. Onar, M.S. Alam, “Modeling, control and simulation of a PV/FC/UC based hybrid power generation system for stand-alone applications”, Renewable Energy, Vol. 34, pp. 509–520, 2009.
  • D. Menniti, A. Pinnarelli, N. Sorrentino, “A method to improve microgrid reliability by optimal sizing PV/WIND plants and storage systems”, 20th International Conference on Electricity Distribution, 2009.
  • Y.G. Rebours, D.S. Kirschen, M. Trotignon, S. Rossignol, “A survey of frequency and voltage control ancillary services—Part I: technical features”, IEEE Transactions on Power Systems, Vol. 22, pp. 350–357, 2007.
  • H.L. Willis, W.G. Scott, Distributed Power Generation: Planning and Evaluation, New York, Marcel Dekker, 2000. B.S. Borowy, Z.M. Salameh, “Methodology for optimally sizing the combination of a battery bank and PV array in a wind/PV hybrid system”, IEEE Transactions on Energy Conversion, Vol. 11, pp. 367–375, 1996.
  • S.S. Dihrab, K. Sopian, “Electricity generation of hybrid PV/wind systems in Iraq”, Renewable Energy, Vol. 35, pp. 1303–1307, 2010. M.A. Habib, S.A.M. Said, M.A. El-Hadidy, A.I. Zaharna, “Optimization procedure of hybrid photovoltaic wind energy system energy”, Energy, Vol. 24, pp. 919–929, 1999.
  • J.K. Kaldellis, “Parametric investigation concerning dimensions of a stand-alone wind-power system”, Applied Energy, Vol. 77, pp. 35–50, 2004.
  • B. Ai, H. Yang, H. She, X. Liao, “Computer-aided design of PV/wind hybrid system”, Renewable Energy, Vol. 28, pp. 1491–1512, 2003. M.A. Elhadidy, S.M. Shaahid, “Optimal sizing of battery storage for hybrid (wind + diesel) power systems”, Re- newable Energy, Vol. 18, pp. 77–86, 1999.
  • A.M. Al-Ashwal, I.S. Moghram, “Proportion assessment of combined PV-wind generating systems”, Renewable Energy, Vol. 10, pp. 43–51, 1997.
  • O. Atlam, “A small scale education experiment kit with wind generator-PEM electrolyser system and modeling”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 18, pp. 583–595, 2010.
  • B. Dursun, C. G¨ok¸c¨ol, “Economic analysis of a wind-battery hybrid system: an application for a house in Gebze, Turkey, with moderate wind energy potential”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 20, pp. 319–333, 2012.
  • A.H. Shahirinia, S.M.M. Tafreshi, A. Hajizadeh Gastaj, A.R. Moghaddamjoo, “Optimal sizing of hybrid power system using genetic algorithm”, International Conference on Future Power Systems, 2005.
  • S. Ghaemi, S.M. Moghaddas-Tafreshi, Optimal Sizing of Grid-Connected Hybrid Power System in Qeshm Island in Persian Golf of Iran, Vienna, IEWT, 2007.
  • S.C. Gupta, Y. Kumar, G. Agnihotri, “Optimal sizing of solar-wind hybrid system”, IET-UK International Confer- ence on Information and Communication Technology in Electrical Sciences, pp. 282–287, 2007.
  • G. La Terra, G. Salvina, T.G. Marco, “Optimal sizing procedure for hybrid solar wind power systems by fuzzy logic”, IEEE Mediterranean Electrotechnical Conference, pp. 865–868, 2006.
  • M. Uzunoglu, O.C. Onar, M.S. Alam, “Modeling, control and simulation of a PV/FC/UC based hybrid power generation system for stand-alone applications”, Renewable Energy, Vol. 34, pp. 509–520, 2009.
  • D. Xu, L. Kang, B. Cao, “Optimal sizing of standalone hybrid wind/PV power systems using genetic algorithms”, Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, pp. 1705–1708, 2005.
  • A.A. Kulaksız, R. Akkaya, “Training data optimization for ANNs using genetic algorithms to enhance MPPT efficiency of a stand-alone PV system”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 20, pp. 241–254, 2012.
  • M.J. Khan, M.T. Iqbal, “Pre-feasibility study of stand-alone hybrid energy systems for applications in Newfound- land”, Renewable Energy, Vol. 30, pp. 835–854, 2005.
  • M. Brown, T.R. Casten, Guide to Decentralized Energy Technologies, Edinburgh, World Alliance for Decentralized Energy, 2003.
  • H. Liu, C. Mao, “Electronic power transformer with supercapacitors storage energy system”, Electric Power Systems Research, Vol. 79, pp. 1200–1208, 2009.
  • C.M. Kyung, S. Yoo, Energy-Aware System Design: Algorithms and Architectures, New York, Springer, 2011.
  • H. Hassanzadeh-Fard, S.M. Moghaddas-Tafreshi, S.M. Hakimi, “Optimal sizing of an islanded micro-grid for an area in north-west Iran using particle swarm optimization based on reliability concept”, World Renewable Energy Congress, Vol. 11, pp. 2969–2976, 2011.
  • S.M. Hakimi, S.M. Moghaddas-Tafreshi, “Optimal sizing of a stand-alone hybrid power system via particle swarm optimization for Kahnouj area in south-east of Iran”, Renewable Energy, Vol. 34, pp. 1855–1862, 2009.
  • R.S. Garcia, D. Weisser, “A wind-diesel system with hydrogen storage: joint optimization of design and dispatch”, Renewable Energy, Vol. 31, pp. 2296–2320, 2006.
  • A. Kashefi Kaviani, G.H. Riahy, S.H.M. Kouhsari, “Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages”, Renewable Energy, Vol. 34, pp. 2380–2390, 2009.
  • Bagen, R. Billinton, “Evaluation of different operating strategies in small stand-alone power systems”, IEEE Transactions on Energy Conversion, Vol. 20, pp. 654–660, 2005.
  • R. Karki, R. Billinton, “Reliability/cost implications of PV and wind energy utilization in small isolated power systems”, IEEE Transactions on Energy Conversion, Vol. 16, pp. 368–373, 2001.
  • X. Li, Y.J. Song, S.B. Han, “Frequency control in micro-grid power system combined with electrolyzer system and fuzzy PI controller”, Journal of Power Sources, Vol. 180, pp. 468–475, 2008.
  • Reliability Test System Task Force of the IEEE Subcommittee on the Application of Probability Methods, “IEEE reliability test system”, IEEE Transactions on Power Apparatus and Systems, Vol. PAS-98, pp. 2047–2054, 1979.