ijece-202605192220260519223105CMV Verlagkhoffmann@cmv-verlag.comCMV VerlagNashriyyah -i Muhandisi -i Barq va Muhandisi -i Kampyutar -i Iranijece1682374512212016143S.Rahimi TakamiR.HooshmandA.KhodabakhshianA.Khodabakhshian1221201616717810.66224/ijece.28189.14.3.167http://ijece.org/en/Article/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189http://ijece.org/en/Article/Download/28189[1] R. M. Ciric and N. L. J. Rajakovic, "A new composite index of reliability of supply in the industrial systems," Electrical Power and Energy Systems, vol. 44, no. 1, pp. 824-831, Jan. 2013. [2] H. Garg, M. Rani, and S. P. Sharma, "An approach for analyzing the reliability of industrial systems using soft-computing based technique," Expert Systems with Applications, vol. 41, no. 2, pp. 489-501, Feb. 2014. [3] A. A. Alkuhayli, "Reliability evaluation of distribution systems containing renewable distributed generations," in Proc. North American Power Symp., NAPS'12, 6 pp., 9-11 Sep.. 2012. [4] A. R. Abul'Wafa and A. T. M. Taha, "Reliability evaluation of distribution systems under μ grid-tied and islanded μ grid modes using Monte Carlo simulation," Smart Grid and Renewable Energy, vol. 5, no. 3, pp. 52-62, Mar. 2014. [5] Y. M. Atwa and E. F. El-Saadany, "Reliability evaluation for distribution system with renewable distributed generation during islanded mode of operation," IEEE Trans. on Power Systems, vol. 24, no. 2, pp. 572-581, Mar. 2009. [6] P. Paliwal, N. P. Patidar, and R. K. Nema, "A novel method for reliability assessment of autonomous PV-wind-storage system using probabilistic storage model," International J. of Electrical Power & Energy Systems, vol. 55, pp. 692-703, Feb. 2014. [7] K. Chaiamarit and S. Nuchprayoon, "Modeling of renewable energy resources for generation reliability evaluation," Renewable and Sustainable Energy Reviews, vol. 26, pp. 34-41, Oct. 2013. [8] C. L. T. Borges, "An overview of reliability models and methods for distribution systems with renewable energy distributed generation," Renewable and Sustainable Energy Reviews, vol. 16, no. 6, pp. 4008-4015, Aug. 2012. [9] J. K. Lee, I. S. Bae, H. S. Jung, and J. O. Kim, "Evaluating reliability of distributed generation with analytical techniques," in Proc. IEEE Russia Power Tech., 6 pp., 27-30 Jun. 2005. [10] I. S. Bae and J. O. Kim, "Reliability evaluation of distributed generation based on operation mode," IEEE Trans. on Power Systems, vol. 22, no. 2, pp. 785-790, Apr. 2007. [11] A. A. Chowdhury, L. Bertling, B. P. Glover, and G. E. Haringa, "A Monte Carlo simulation model for multi-area generation reliability evaluation," in Proc. Int. Conf. on Probabilistic Methods Applied to Power Systems, 6 pp., 11-15 Jun. 2006. [12] R. A. Bakkiyaraj and N. Kumarappan, "Evaluation of composite reliability indices based on non-sequential Monte Carlo simulation and particle swarm optimization," in Proc. IEEE Congress on Evolutionary Computation, CEC'10, 5 pp., 18-23 Jul. 2010. [13] X. Zhang, Z. Bie, and G. Li, "Reliability assessment of distribution networks with distributed generations using Monte Carlo method," in Proc. of Int. Conf. on Smart Grid and Clean Energy Technologies, ICSGCE'11, vol. 12, pp. 278-286, 2011. [14] L. B. Fang and J. D. Cai, "Reliability assessment of microgrid using sequential Monte Carlo simulation," J. of Electronic Science and Technology, vol. 9, no. 1, pp. 31-34, Jan. 2011. [15] L. N. Kishore and E. Fernandez, "Reliability well-being assessment of PV-wind hybrid system using Monte Carlo simulation," in Proc. Int. Conf. on Emerging Trends in Electrical and Computer Technology, ICETECT'11, pp. 63-68, Mar. 2011. [16] R. A. Bakkiyaraj and N. Kumarappan, "Optimal reliability planning for a composite electric power system based on Monte Carlo simulation using particle swarm optimization," International J. of Electrical Power & Energy Systems, vol. 47, pp. 109-116, May 2013. [17] T. Nippert and L. Oprea, "Reliability analysis of an industrial power system with on-site generation," in Proc. 20th Int.l Conf. on Electricity Distribution, 4 pp., 8-11 Jun. 2009. [18] M. E. Khodayar, M. Barati, and M. Shahidehpour, "Integration of high reliability distribution system in microgrid operation," IEEE Trans. on Smart Grid, vol. 3, no. 4, pp. 1997-2006, Sep. 2012. [19] Y. K. Lin, "Using minimal cuts to evaluate the system reliability of a stochastic-flow network with failures at nodes and arcs," Reliability Engineering & System, vol. 75, no. 1, pp. 41-46, Sep. 2002. [20] A. Volkanovski, M. Cepin, and B. Mavko, "Application of the fault tree analysis for assessment of power system reliability," Reliability Engineering & System Safety, vol. 94, no. 3, pp. 1116-1127, Jun. 2009. [21] R. Billinton and R. N. Allan, Reliability Evaluation of Engineering Systems, New York: Plenum Press, pp. 155-173, 1992. [22] M. Al-Muhaini and G. T. Heydt, "Evaluating future power distribution system reliability including distributed generation," IEEE Trans. on Power Delivery, vol. 28, no. 4, pp. 2264-2272, Sep. 2013. [23] C. L. T. Borges, "An overview of reliability models and methods for distribution systems with renewable energy distributed generation," Renewable and Sustainable Energy Reviews, vol. 16, no. 6, pp. 4008-4015, Aug. 2012. [24] F. J. Ruiz-Rodriguez, M. Gomez-Gonzalez, and F. Jurado, "Reliability optimization of an electric power system by biomass fuelled gas engine," International J. of Electrical Power & Energy Systems, vol. 61, pp. 81-89, Oct. 2014. [25] C. L. T. Borges and R. J. Pinto, "Small hydro power plants energy availability modeling for generation reliability evaluation," IEEE Trans. on Power Systems, vol. 23, no. 3, pp. 1125-1135, Jul. 2008. [26] R. E. Brown and L. A. A. Freeman, "Analyzing the reliability impact of distributed generation," in Proc. Power Engineering Society Summer Meeting, vol. 2, pp. 1013-1018, Jul. 2001. [27] L. Huishi, S. Jian, and L. Sige, "Reliability evaluation of distribution system containing microgrid," in Proc. 2010 China Int. Conf. on Electricity Distribution, CICED'10, 7 pp., 13-16 Sep. 2010. [28] R. Yousefian and H. Monsef, "DG-allocation based on reliability indices by means of monte carlo simulation and AHP," in Proc. 10th Int. Conf. on Environment and Electrical Engineering, EEEIC'11, 4 pp., 8-11 May 2011. [29] R. Khairil and J. Slobodan, "Reliability and availability modeling of uninterruptible power supply (UPS) systems using Monte-Carlo simulation," in Proc. 35th Int. Telecommunications Energy Conf. Smart Power and Efficiency, INTELEC'13, 6 pp., 13-17 Oct. 2013. [30] M. Z. Ming, W. Jianhong, W. Jingjing, and T. Kuo, "Impact of intermittent wind distributed generation on the reliability of distribution system," in Proc. Asia-Pacific Power and Energy Engineering Conf., APPEEC'10, 6 pp., 28-31 Mar. 2010. [31] IEEE Std. 1366-2012: IEEE Guide for Electric Power Distribution Reliability Indices, pp. 1-43, 2012. [32] N. Hatziargyriou, "Microgrids," IEEE Power and Energy Magazine, vol. 5, no. 4, pp. 78-94, Jul./Aug. 2007. [33] N. Hatziargyriou, Microgrids Architectures and Control, John Wiley and Sons Ltd. p. 4. 2014. [34] R. N. Allan, R. Billinton, I. Sjarief, L. Goel, and K. S. So, "A reliability test system for educational purposes - basic distribution system data and results," IEEE Trans. on Power Systems, vol. 6, no. 2, pp. 813-820, Aug. 1991.E.HosseiniMohammad SadeghSepasianH.ArastehV.Vahidinasab1221201617918910.66224/ijece.28190.14.3.179http://ijece.org/en/Article/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190http://ijece.org/en/Article/Download/28190[1] د. منظور و ح. رضایی، "محاسبه قيمت سايه‌اي انرژي الكتريكي در بازار برق ايران،" فصل‌نامه تحقيقات مدل‌سازي اقتصادي، جلد 2، شماره 6، صص. 172-155، زمستان 1390. [2] S. S. F. Souza, R. Romero, and J. F. Franco, "Artificial immune networks Copt-aiNet and Opt-aiNet applied to the reconfiguration problem of radial electrical distribution systems," Electr. Power Syst. Res., vol. 119, pp. 304-312, Feb. 2015. [3] A. Zidan, M. F. Shaaban, and E. F. El-Saadany, "Long-term multi-objective distribution network planning by DG allocation and feeders' reconfiguration," Electr. Power Syst. Res., vol. 95, pp. 95-104, Dec. 2013. [4] ر. هوشمند و ا. قلی‌پور، "بازآرایی سیستم توزیع در محيط بازار برق با حضور منابع توليد پراكنده،" نشريه مهندسي برق و مهندسي كامپيوتر ايران، الف- مهندسي برق، سال 12، شماره 1، صص. 45-37، بهار 1393. [5] L. S. M. Guedes, A. C. Lisboa, D. A. G. Vieira, and R. R. Saldanha, "A multiobjective heuristic for reconfiguration of the electrical radial network," IEEE Trans. Power Del., vol. 28, no. 1, pp. 311-319, Oct. 2013. [6] U. S. Department of Energy, "Benefits of demand response in electricity markets and recommendations for achieving them," Section 1252 of the Report, Energy Policy Act of 2005, 2006. [7] A. Merlin and H. Back, "Search for a minimal loss operating spanning tree configuration in urban power distribution system," in Proc. Power Syst. Comput. Conf., pp. 1-18, Sep. 1975. [8] S. Civanlar, J. J. Grainger, H. Yin, and S. S. H. Lee, "Distribution feeder reconfiguration for loss reduction," IEEE Trans. Power Del., vol. 3, no. 3, pp. 1217-1223, Jul. 1988. [9] M. H. Haque, "Improvement of power delivery efficiency of distribution system through loss reduction," in Proc. IEEE Conf. Power Eng. Soc., Winter Meeting, vol. 4, pp. 2739-2744, Jan. 2000. [10] Q. Zhou, D. Shirmohammadi, and W. H. E. Liu, "Distribution feeder reconfiguration for operation cost reductio," IEEE Trans. Power Syst., vol. 112, no. 2, pp. 730-735, May 1997 [11] H. C. Chin and K. Y. Huage, "A simple distribution reconfiguration algorithm for loss minimization," in Proc. IEEE Conf. Power Syst. Technology, vol. 2, pp. 607-611, Dec. 2000. [12] G. J. Whei-Min Lin and H. C. Chin, "An effective algorithm for distribution feeder loss reduction by switching operation," in Proc. IEEE Conf. Transm. Distrib., vol. 2, pp. 597-602, Apr. 1999. [13] V. Glamocanin, "Optimal loss reduction of distribution networks," IEEE Trans. Power Syst., vol. 5, no. 5, 774-782, Sep. 1990. [14] T. E. McDermott, I. Drezgo, and R. P. Broadwater, "A hueristic nonlinear constructive method for distribution system reconfiguration," IEEE Trans. Power Del., vol. 14, no. 2, pp. 478-483, May 1999. [15] R. T. F. Ah King, B. Radha, and H. C. S. Rughooputh, "A real-parameter genetic algorithm for optimal network reconfiguration," in IEEE Conf. Ind. Technol., vol. 1, pp. 54-59, Dec. 2003. [16] N. Gupta, A. Swarnkar, and K. R. Niazi, "Distribution network reconfiguration for power quality and reliability improvement using genetic algorithms," Electr. Power Energy Syst., vol. 54, pp. 664-671, Jan. 2014. [17] A. Mazza, G. Chicco, and A. Russo, "Optimal multi-objective distribution system reconfiguration with multi criteria decision making-based solution ranking and enhanced genetic operators," Electr. Power Energy Syst., vol. 54, pp. 255-267, Jan. 2014. [18] D. Shirmohammadi and H. W. Hong, "Reconfiguration of electric distribution networks for resistive line losses reduction," IEEE Trans. Power Deli., vol. 4, no. 2, pp. 1492-1498, Apr. 1989. [19] D. Das, "A fuzzy multi-objective approach for network reconfiguration of distribution systems," IEEE Trans. Power Del., vol. 21, no. 1, pp. 202-209, Jan. 2006. [20] K. Nara, A. Shiose, M. Kitagawoa, and T. Ishihara, "Implementation of genetic algorithm for distribution systems loss minimum reconfiguration," IEEE Trans. Power Syst., vol. 7, no. 3, pp. 1044-1051, Aug. 1992. [21] J. Z. Zhu, "Optimal reconfiguration of electrical distribution network using the refined genetic algorithm," Elect. Power Syst. Res., vol. 62, no. 1, pp. 37-42, May 2002. [22] R. Srinivasa Rao, S. V. L. Narasimham, M. R. Raju, and A. Srinivasa Rao, "Optimal network reconfiguration of large-scale distribution system using harmony search algorithm," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1080-1088, Sep. 2011. [23] T. DcDermott, "Distribution system reliability and reconfiguration software tools," in Proc. EEE/PES. Transmission and Distribution Conference and Exposition, vol. 2, pp. 993-993, Nov. 2001. [24] H. Salazar, R. Gallego, and R. Romero, "Artificial neural networks and clustering techniques applied in the reconfiguration of distribution systems," IEEE Trans. Power Del., vol. 21, no. 3, pp. 1735-1742, Jul. 2006. [25] R. J. Sarfi, M. M. A. Salma, and A. Y. Chikani, "Loss reduction in distribution system: a new approach using partitioning techniques," in Proc. IEEE IAS Annual Meeting, vol. 2, pp. 1439-1444, Oct. 1993. [26] R. J. Sarfi, M. M. A. Salma, and A. Y. Chikani, "Distribution system reconfiguration for loss reduction: an algorithm based on network partitioning theory," IEEE Trans. Power Syst., vol. 11, no. 1, pp. 504-510, Feb. 1996. [27] C. Chang, "Reconfiguration and capacitor placement for loss reduction of distribution systems by ant colony search algorithm," IEEE Trans. Power Syst., vol. 23, no. 4, 1747-1755, Nov. 2008. [28] S. Valero, M. Ortiz, C. Senabre, C. Alvarez, F. J. G. Franco, and A. Gabaldon, "Methods for customer and demand response policies selection in new electricity markets," IET Gener. Transm. Distrib., vol. 1, no. 1, pp. 104-110, Jan. 2007. [29] E. Bompard, Y. Ma, R. Napoli, and G. Abrate, "The demand elasticity impacts on the strategic bidding behavior of the electricity producers," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 188-197, Feb. 2007. [30] C. L. Su and D. Kirschen, "Quantifying the effect of demand response on electricity markets," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1199-1207, Aug. 2009. [31] A. Khodaei, M. Shahidehpour, and S. Bahramirad, "SCUC with hourly demand response considering intertemporal load characteristics," IEEE Trans. Smart Grid, vol. 2, no. 3, pp. 564-571, Sep. 2011. [32] A. Abdollahi, M. Parsa Moghaddam, M. Rashidinejad, and M. K. Sheikh-El-Eslami, "Investigation of economic & environmental-driven demand response measures incorporating UC," IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 12-25, Mar. 2012. [33] H. A. Aalami, M. Parsa Moghaddam, and G. R. Yousefi, "Modeling and prioritizing demand response programs in power markets," Electr. Power Syst. Res., vol. 80, no. 4, pp. 426-435, Apr. 2010. [34] M. P. Moghaddam, A. Abdollahi, and M. Rashidinejad, "Flexible demand response programs modeling in competitive electricity markets," Appl. Energy, vol. 88, no. 9, pp. 3257-3269, Sep. 2011. [35] D. T. Nguyen, M. Negnevitsky, and M. de Groot, "Pool-based demand response exchange-concept and modeling," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1677-1685, Jul. 2011. [36] S. Chandramohan, N. Atturulu, R. P. Kumudini Devi, and B. Venkatesh, "Operating cost minimization of a radial distribution system in a deregulated electricity market through reconfiguration using NSGA method," Electr. Power Energy Syst., vol. 32, no. 2, pp. 126-132, Feb. 2010. [37] R. S. Rao, K. Ravindra, K. Satish, and S. V. L. Narasimham, "Power loss minimization in distribution system using network reconfiguration in the presence of distributed generation," IEEE Trans. Power Syst., vol. 28, no. 1, pp. 317-325, Feb. 2013. [38] S. H. Mirhoseini, S. M. Hosseini, M. Ghanbari, and M. Ahmadi, "A new improved adaptive imperialist competitive algorithm to solve the reconfiguration problem of distribution systems for loss reduction and voltage profile improvement," Electr. Power Energy Syst., vol. 55, pp. 128-143, Feb. 2014. [39] G. Gutierrez-Alcaraz and C. N. Lu, "Demand response and network reconfiguration on distribution system investment deferment," in Cired, Conf. Electr. Distrib., 4 pp., Jun. 2011. [40] H. Bagheri Tolabi, M. H. Ali, S. B. M. Ayob, and M. Rizwan, "Novel hybrid fuzzy-bees algorithm for optimal feeder multi-objective reconfiguration by considering multiple-distributed generation," Energy, vol. 71, pp. 507-515, Jul. 2014. [41] A. M. Cossi, R. Romero, and J. R. Mantovani, "Planning and projects of secondary electric power distribution systems," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1599-608, Aug. 2009. [42] H. G. Kwag and J. O. Kim, "Optimal combined scheduling of generation and demand response with demand resource constraints," Appl. Energy, vol. 96, pp. 161-170, Aug. 2012. [43] ح. ا. اعلمي، مدل‌سازي پاسخ‌گويي بار مبتني بر ضرايب حساسيت قيمتي تقاضا، رساله دکتري مهندسي برق- قدرت، دانشگاه تربيت مدرس، تهران، 1389. [44] IEA, Strategic Plan for the IEA Demand-Side Management Program 2008-2012. IEA Press, 2008, Available at, http://www.iea.org, accessed Mar. 2012. [45] M. Klobasa, "Analysis of demand response and wind integration in Germany's electricity market," IET Renew. Power Gener., vol. 4, no. 1, pp. 55-63, Feb. 2010. [46] ح. ا. اعلمي، غ. ر. يوسفي و م. پارسامقدم، "تأثير برنامه‌هاي پاسخ‌گويي بار بر منحني مصرف برق روزانه كشور،" نشريه مهندسي برق و مهندسي كامپيوتر ايران، سال 6، شماره 4، صص. 316-308، زمستان 1387. [47] م. کیا، م. ستایش‌نظر و م. ص. سپاسیان، "اجرای هم‌زمان برنامه پاسخ‌گویی بار زمان استفاده (TOU) و برنامه مشارکت واحدها با قید امنیت (SCUC)،" نشريه مهندسي برق و مهندسي كامپيوتر ايران، الف- مهندسي برق، سال 13، شماره 1، صص. 24-13، بهار 1394. [48] M. H. Amini, B. Nabi, and M. R. Haghifam, "Load management using multi-agent systems in smart distribution network," in Proc. IEEE PES General Meeting, Vancouver, 5 pp., British Columbia, Canada, Jul. 2013. [49] H. R. Arasteh, M. Parsa Moghaddam, M. K. Sheikh-El-Eslami, and A. Abdollahi, "Integrating commercial demand response resources with unit commitment," Electr. Power Energy Syst., vol. 51, pp. 153-161, Oct. 2013. [50] D. S. Kirschen and G. Strbac, Fundamentals of Power System Economics, John Wiley & Sons, 2004. [51] H. Aalami, M. Parsa Moghaddam, and G. R. Yousefi, "Demand response modeling considering interruptible/curtailable loads and capacity market programs," Appl. Energy, vol. 87, no. 1, pp. 243-250, Jan. 2010. [52] H. Aalami, G. R. Yousefi, and M. ParsaMoghaddam, "Demand response model considering EDRP and TOU programs," in Proc. IEEE PES T & D Conf., 6 pp., Chicago, USA, Apr. 2008. [53] M. E. Baran and F. Wu, "Network reconfiguration in distribution systems for loss reduction and load balancing," IEEE Trans. Power Del., vol. 4, no. 2, pp. 1401-1407, Apr. 1989.H.NezamabadiM.Setayeshnazar1221201619020010.66224/ijece.28191.14.3.190http://ijece.org/en/Article/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191http://ijece.org/en/Article/Download/28191[1] تارنمای دفتر خصوصی‌سازی صنعت برق ایران، http://psp.moe.gov.ir. [2] T. J. Hammons, "Integrating renewable energy sources into european grids," Electrical Power and Energy Systems, vol. 30, no. 8, pp. 462-475, Oct. 2008. [3] A. A. S. Algarni and K. Bhattacharya, "Disco operation considering DG units and their goodness factors," IEEE Trans. Power Syst., vol. 24, no. 4, pp. 1831-1840, Nov. 2009. [4] A. A. S. Algarni and K. Bhattacharya, "A generic operations framework for discos in retail electricity markets," IEEE Trans. Power Syst., vol. 24, no. 1, pp. 356-367, Feb. 2009. [5] S. Golshannavaz, S. Afsharnia, and F. Aminifar, "Smart distribution grid: optimal day-ahead scheduling with reconfigurable topology," IEEE Trans. Smart Grid, vol. 5, no. 5, pp. 2402-2411, Aug. 2014. [6] M. Marzband, A. Sumper, J. L. Dominguez-Garcia, and R. Gumara-Ferret, "Experimental evaluation of a real time energy management system for stand-alone micro grids in day-ahead markets," Energy Conversion and Management, vol. 76, , pp. 314-322, 2013. [7] S. Awerbuch and A. Preston, The Virtual Utility: Accounting, Technology & Competitive Aspects of the Emerging Industry, Kluwer Academic Publisher, Massachusetts, Apr. 1997. [8] K. Dielmann and A. van der Velden, "Virtual power plants (VPPs): a new perspective for energy generation?," in Proc. 9th Int. Scientific and Practical Conf. of Students, Post-Graduates and Young Scientists, Proc. Modern Techniques and Technologies, MTT'03, pp. 18-20, Apr. 2003. [9] E. A. Setiawan, Concept and Controllability of Virtual Power Plant, Ph. D Dissertation, Dept. ECE, University of Kassel, 2007. [10] S. You, Developing Virtual Power Plant for Optimized Distributed Energy Resources Operation and Integration, Ph. D Thesis, Technical University of Denmark, Sep. 2010. [11] M. Braun and P. Strauss, "A review on aggregation approaches of controllable distributed energy units in electrical power systems," International J. of Distributed Energy Resources, vol. 4, no. 4, pp. 297-319, Jun. 2008. [12] J. A. Pecas Lopes, N. Hatziargyriou, J. Mutale, P. Djapic, and N. Jenkins, "Integrating distributed generation into electric power systems: a review of drivers, challenges and opportunities," Electric Power Systems Research, vol. 77, no. 9, pp. 1189-1203, Jul. 2007. [13] R. Caldon, A. Rossi Patria, and R. Turri, "Optimal control of a distribution system with a virtual power plant," in Proc. 6th Conf. of Bulk Power System Dynamics and Control, pp. 4625-4630, Cortina d’Ampezzo, Italy, Aug. 2004. [14] D. Pudjianto, C. Ramsay, and G. Strbac, "Virtual power plant and system integration of distributed energy resources," IET Renewable Power Generation, vol. 1, no. 1, pp. 10-16, Mar. 2007. [15] H. Nezamabadi, P. Nezamabadi, M. Setayeshnazar, and G. B. Gharehpetian, "Participation of virtual power plants in energy market with optimal bidding based on nash-SFE equilibrium strategy and considering interruptible load," in Proc. the 3rd Conf. on Thermal Power Plant, 7 pp., Tehran, Iran, Oct. 2011. [16] ح. نظام‌آبادی، پ. نظام‌آبادی، م. ستایش نظر و گ. قره پتیان، "قیمت‌دهی بهینه نیروگاه‌های مجازی با استفاده از استراتژی تعادلی نش-SFE،" بیست و ششمین کنفرانس بین‌المللی برق ایران، پژوهشگاه نیرو، 7 صص. آبان 1390. [17] M. Peik-Herfeh, H. Seifi, and M. Sheikh-El-Eslami, "Decision making of a virtual power plant under uncertainties for bidding in a day-ahead market using point estimate method," International Journal of Electrical Power & Energy Systems, vol. 44, no. 1, pp. 88-98, Jan. 2013. [18] M. Peik-Herfeh, H. Seifi, and M. Sheikh-El-Eslami, "Two-stage approach for optimal dispatch of distributed energy resources in distribution networks considering virtual power plant concept," International Transactions on Electrical Energy Systems, vol. 21, no. 1, pp. 43-63, Jan. 2012. [19] E. Mashhour and S. M. Moghaddas-Tafreshi, "Bidding strategy of virtual power plant for participating in energy and spinning reserve markets-part i: problem formulation," IEEE Trans. Power Syst., vol. 26, no. 2, pp. 949-956, May 2011. [20] E. Mashhour and S. M. Moghaddas-Tafreshi, "Bidding strategy of virtual power plant for participating in energy and spinning reserve markets-part ii: numerical analysis," IEEE Trans. Power Syst., vol. 26, no. 2, pp. 957-964, May 2011. [21] A. Rabiee, H. A. Shayanfar, and N. Amjady, "Reactive power pricing problems & a proposal for a competitive market," IEEE Power Energy Mag., vol. 7, no. 1, pp. 18-32, Jan 2009. [22] M. Braun, Provision of Ancillary Services by Distributed Generators, Ph.D Dissertation, Dept. ECE, University of Kassel, Dec. 2008. [23] M. Shahidehpour, H. Yamin, and L. Zuyi, Market Operation in Electric Power Systems, New York: Wiley, 2002. [24] N. Amjady, J. Aghaei, and H. A. Shayanfar, "Stochastic multiobjective market clearing of joint energy and reserves auctions ensuring power system security," IEEE Trans. Power Syst., vol. 24, no. 4, pp. 1841-1854, Nov. 2009. [25] A. Rabiee, H. A. Shayanfar, and N. Amjady, "Coupled energy and reactive power market clearing considering power system security," Energy Conversion and Management, vol. 50, no. 4, pp. 907-915, Apr. 2009. [26] E. Mashhour and S. M. Moghaddas-Tafreshi, "Mathematical modeling of electrochemical storage for incorporation in methods to optimize the operational planning of an interconnected micro grid," J. Zhejiang Univ. SCIENCE C (Computer and Electronics), vol. 11, no. 4, pp. 737-750, Sep. 2010. [27] Generalized Algebraic Modeling Systems (GAMS), [Online]. Available: http://www.gams.com. [28] A. J. Wood and B. F. Wollenberg, Power Generation, Operation, and Control, New York: John Wiley & Sons, 2nd Ed., p. 104, 1996.M. R.Alizadeh PahlavaniS.Taghipour Broujeni1221201620120910.66224/ijece.28192.14.3.201http://ijece.org/en/Article/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192http://ijece.org/en/Article/Download/28192[1] H. P. Le, et al., "A single-inductor switching DC-DC converter with five outputs and ordered power-distributive control," IEEE J. of Solid-State Circuits, vol. 42, no. 12, pp. 2706-2714, Dec. 2007. [2] A. Nami, F. Zare, A. Ghosh, and F. Blaabjerg, "Multi-output DC-DC converters based on diode-clamped converters configuration: topology and control strategy," IET Power Electronics, vol. 3, no. 2, pp. 197-208, Mar. 2010. [3] A. Nami, F. Zare, A. Ghosh, and F. Blaabjerg, "A hybrid cascade converter topology with series-connected symmetrical and asymmetrical diode-clamped H-bridge cells," IEEE Trans. Power Electron., vol. 26, no. 1, pp. 51-65, Jan. 2011. [4] Y. C. Liu and Y. M. Chen, "A systematic approach to synthesizing multi-input DC-DC converters," IEEE Trans. on Power Electronics, vol. 24, no. 1, pp. 116-127, Jan. 2009. [5] D. Ma, W. H. Ki, C. Y. Tsui, and P. K. Mok, "Single-inductor multiple-output switching converters with time-multiplexing control in discontinuous conduction mode," IEEE J. of Solid-State Circuits, vol. 38, no. 1, pp. 89-100, Feb. 2003. [6] D. Ma, W. H. Ki, and C. Y. Tsui, "A pseudo-CCM/DCM SIMO switching converter with freewheel switching,", IEEE J. of Solid-State Circuits vol. 38, no. 6, pp. 1007-1014, Jun. 2003. [7] P. Patra, J. Ghosh, and A. Patra, "Control scheme for reduced cross-regulation in single-inductor multiple-output DC-DC converters," IEEE Trans. on Industrial Electronics, vol. 60, no. 11, pp. 5095-5104, Nov. 2013. [8] B. Bahrani, J. D. Dasika, M. Saeedifard, A. Karimi, and A. Rufer, "Multivariable control of single-inductor dual-output buck converters," in Proc. 28th Annual IEEE Applied Power Electronics Conf. and Exposition, pp. 1103-1108, 17-21 Mar. 2013. [9] Z. Shen, X. Chang, W. Wang, X. Tan, N. Yan, and H. Min, "Predictive digital current control of single-inductor multiple-output converters in CCM with low cross regulation," IEEE Trans. Power Electron., vol. 27, no. 4, pp. 1917-1925, Apr. 2012. [10] K. Y. Lin, C. S. Huang, D. Chen, and K. H. Liu, "Modeling and design of feedback loops for a voltage-mode single-inductor dual-output buck converter," in Proc. IEEE Power Electronics Specialists Conf., PESC'08, pp. 3389-3395, 15-19 Jun. 2008. [11] A. Pizzutelli and M. Ghioni, "Novel control technique for single inductor multiple output converters operating in CCM with reduced cross regulation," in Proc. 23rd Annu. IEEE Appl. Power Electron. Conf. Expo., pp. 1502-1507, 24-28 Feb. 2008. [12] G. Galdos, A. Karimi, and R. Longchamp, "H∞ controller design for spectral MIMO models by convex optimization," J. Process Control, vol. 20, no. 10, pp. 1175-1182, Dec. 2010.M. M.GhanbarianM.NayeripourA. H.Rajaei1221201621021810.66224/ijece.28193.14.3.210http://ijece.org/en/Article/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193http://ijece.org/en/Article/Download/28193[1] B. Kroposki, T. Basso, and R. DelBlasio, "Microgrid standards and technologies," IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 20-24 July 2008. [2] H. K. Kang, C. H. Yoo, I. Y. Chung, D. J. Won, and S. I. Moon, "Intelligent coordination method of multiple distributed resources for armonic current compensation in a micro-grid," J. Elect. Eng. Technol., vol. 7, no. 6, pp. 834-844, Nov. 2012. [3] I. Kumarswamy, T. Kalyani Sandipamu, and V. Prasanth, "Analysis of islanding detection in distributed generation using fuzzy logic technique," in Proc. 7th Asia, IEEE Modelling Symp., AMS'07, pp. 3-7, Oct. 2013. [4] Y. Liu, H. Wang, and C. Hou, "Sliding-mode control design for nonlinear systems using probability density function shaping," IEEE Trans. on Neural Networks and Learning Systems, vol. 25, no. 2, pp. 332-343, Feb. 2014. [5] S. Bhat and H. N. Nagaraja, "DSP based proportional integral sliding mode controller for photo-voltaic system," International J. of Electrical Power & Energy Systems, vol. 71, pp. 123-130, 2015. [6] H. Karimi, H. Nikkhajoei, and R. Iravani, "Control of an electronically coupled distributed resource unit subsequent to an islanding event," IEEE Trans. Power Del., vol. 23, no. 1, pp. 493-501, Jan. 2008. [7] H. Karimi, A. Yazdani, and R. Iravani, "Robust control of an autonomous four-wire electronically-coupled distributed generation unit," IEEE Trans. Power Del., vol. 26, no. 1, pp. 455-466, Jan. 2011. [8] M. B. Delghavi and A. Yazdani, "Islanded-mode control of electronically coupled distributed-resource units under unbalanced and nonlinear load conditions," IEEE Trans. Power Del., vol. 26, no. 2, pp. 661-673, Apr. 2011. [9] D. Santos-Martin, J. L. Rodriguez-Amenedo, and S. Arnalte, "Direct power control applied to doubly fed induction generator under unbalanced grid voltage conditions," IEEE Trans. Power Electron., vol. 23, no. 5, pp. 2328-2336, Nov. 2008. [10] F. Delfino, F. Pampararo, R. Procopio, and M. Rossi, "A feedback linearization control scheme for the integration of wind energy conversion systems into distribution grids," IEEE Systems Journal, vol. 6, no. 1, pp. 85-93, Mar. 2012. [11] D. Noriega-Pineda, G. Espinosa-Perez, A. Varela-Vega, and S. Horta-Mejia, "Experimental evaluation of an adaptive nonlinear controller for single-phase UPS," in Proc. of the 2001 IEEE Int. Conf. on Control Applications, CCA'01, pp. 254-258, Sep. 2001. [12] W. L. Lu, S. N. Yeh, J. C. Hwang, and H. P. Hsieh, "Development of a single-phase half-bridge active power filter with the function of uninterruptible power supplies," IEE Proceedings - Electric Power Applications, vol. 147, no. 4, pp. 313-319, Jul. 2000. [13] N. M. Abdel-Rahim and J. E. Quaicoe, "Analysis and design of a multiple feedback loop control strategy for single-phase voltage-source UPS inverters," IEEE Trans. on Power Electronics, vol. 11, no. 4, pp. 532-541, Jul. 1996. [14] W. Wang, H. Yin, and L. Guan, "A direct power control scheme for three-phase PWM rectifiers based on sliding-mode variable structure control theory," in Proc. Int. Conf. on Power Electronics and Drive System, PEDS'09, pp. 837-842, 2-5 Nov. 2010. [15] A. Hemdani, M. W. Naouar, I. Slama-Belkhodja, and E. Monmasson, "FPGA-based sliding mode direct power control of three-phase PWM boost rectifier," in Proc. 14th European Conf. on Power Electronics and Applications, EPE'11, 10 pp., Sep. 2011. [16] X. X. Yin, Y. G. Lin, W. Li, Y. J. Gu, H. W. Liu, and P. F. Lei, "A novel fuzzy integral sliding mode current control strategy for maximizing wind power extraction and eliminating voltage harmonics," Energy, vol. 85, pp. 677-686, Jun. 2015. [17] S. Oucheriah and L. Guo, "PWM-based adaptive sliding-mode control for boost DC-DC converters," IEEE Trans. on Industrial Electronics, vol. 60, no. 8, pp. 3291-3294, Aug. 2013. [18] V. Utkin, J. Guldner, and J. Shi, Sliding Mode Control in Electro-Mechanical Systems, New York: Taylor & Francis, 2009.M.Mohebbi MoghaddamS. H.Mir MohammadiS. H.Mir Mohammadi1221201621922610.66224/ijece.28194.14.3.219http://ijece.org/en/Article/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194http://ijece.org/en/Article/Download/28194[1] C. Seiculescu, S. Murali, L. Benini, and G Micheli, "3D network on chipztopology synthesis: designing custom topologies for chip stacks," in 3D Integration for NoC-based SoC Architectures, Integrated Circuits and Systems, Springer New York, pp. 193-223, 2011. [2] D. Jayasimha, B. Zafar, and Y Hoskote, On-Chip Interconnection Networks: Why They Are Different and How to Compare Them, Technical Report, Intel Corp, 2006. [3] C. H. Chao, K. Y. Jheng, H. Y. Wang, J. C. Wu, and A. Y. Wu, "Traffic- and thermal-aware run-time thermal management scheme for 3D NoC systems," in Proc. 4th ACM/IEEE Int. Symp. on Networks-on-Chip, pp. 223-230, May 2010. [4] Y. R. Huang, J. H. Pan, and Y. C. Lu, "Thermal-aware router-sharing architecture for 3D network-on-chip designs," in Proc. IEEE Asia Pacific Conf. on Circuits and Systems, pp. 1087-1090, 6-9 Dec. 2010. [5] H. Wang, Y. Fu, T. Liu, and J. Wang, "Thermal management via task scheduling for 3D NoC based multi-processor," in Proc. Int. SoC Design Conf., ISOCC'10, pp. 440-444, 22-23 Nov. 2010. [6] Y. Cui, W. Zhang, and H. Yu, "Distributed thermal-aware task scheduling for 3D network-on-chip," in Proc. 30th IEEE Int. Conf. on Computer Design, ICCD'12, pp. 494-495, 30 Sep.-3 Oct. 2012. [7] C. Addo-Quaye, "Thermal-aware mapping and placement for 3-D NoC designs," in Proc. of the IEEE Int. Conf. on SOC, pp. 25-28, Sep. 2005. [8] P. Hamedani, S. Hessabi, H. Sarbazi-Azad, and N. Enright Jerger, "Exploration of temperature constraints for thermal aware mapping of 3D networks on chip," International Journal of Adaptive, Resilient and Autonomic Systems, vol. 4, no. 3, pp. 42-60, Jul. 2012. [9] J. Donald and M. Martonosi, "Techniques for multicore thermal management: classification and new exploration," in Proc. 33rd Int. Symp. on Computer Architecture, ISCA'06, pp. 78-88, Jun. 2006. [10] F. Galea and R. Sirdey, "A parallel simulated annealing approach for the mapping of large process networks," in Proc. of 26th IEEE Int. Parallel and Distributed Processing Symp. Workshops & PhD Forum, IPDPSW'12, pp. 1787-1792, Shanghai, China, 21-25 May 2012. [11] Z. Lu, L. Xia, and A. Jantsch, "Cluster-based simulated annealing for mapping cores onto 2D mesh networks on chip," in Proc. 11th IEEE Workshop on Design and Diagnostics of Electronic Circuits and Systems, DDECS'08, 6 pp., Apr. 2008. [12] N. Hassanpour, S. Hessabi, and P. K. Hamedani, "Temperature control in three-network on chips using task migration," IET Computers & Digital Techniques, vol. 7, no. 6, pp. 274-281, Nov. 2013. [13] H. Orsila, E. Salminen, and T. D. Hamalainen, "Best practices for simulated annealing in multiprocessor task distribution problems," in Simulated Annealing, Ch. 16, pp. 321-342, 2008. [14] https://nocs.stanford.edu/cgi-bin/trac.cgi/wiki/Resources/BookSim, Accessed Mar. 2014. [15] A. Kahng, B. Li, L. Peh, and K. Samadi, "ORION 2.0: a fast and accurate NoC power and area model for early-stage design space exploration," in Proc. Design, Automation & Test in Europe Conf. & Exhibition, DATE'09, pp. 423-428, Apr. 2009. [16] A. Sharifi and H. Sarbazi-Azad, "Power consumption and performance analysis of 3D NoCs," in Proc. Asia-Pacific Computer Systems Architecture Conf., pp. 209-219, Aug. 2007. [17] S. Priyadarshi, et al., "Hetero 3D integration: a scheme for optimizing efficiency/cost of chip multiprocessors," in Proc. 14th IEEE Int. Sym. on Quality Electronic Design, ISQED'13, 7 pp., 4-6 Mar. 2013.B.RezaeiM. S.GhazizadehV.Vahidinasab1221201622723510.66224/ijece.28195.14.3.227http://ijece.org/en/Article/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195http://ijece.org/en/Article/Download/28195[1] شرکت برق منطقه‌ای استان یزد، خلاصه گزارش‌ مدیریتی خازن‌گذاری فشارضعیف (تاریخچه و مبانی از سال 79، گردآوری اطلاعات سال 91)، مرداد 1391. [2] A. Gallego, A. Monticelli, and R. Romero, "Optimal capacitor placement in radial distribution networks," IEEE Trans. Power Syst, vol. 16, no. 4, pp. 630-637, Nov. 2011. [3] J. Federico and F. Luiz, "A pseudo-polynomial algorithm for optimal capacitor placement on electric power distribution networks," European J. of Operational Research, vol. 222, no. 1, pp. 149-156, Oct. 2012. [4] S. M. Tabatabaei and B. Vahidi, "Bacterial foraging solution based fuzzy logic decision for optimal capacitor allocation in radial distribution system," Electric Power Systems Research, vol. 81, no. 4, pp. 1045-1050, Apr. 2011. [5] A. Katikeya and K. Rafi, "Optimal selection of capacitors for radial distribution systems using plant growth simulation algorithm," Int J. of Advanced Science and Tech, vol. 30, pp. 43-53, May 2011. [6] G. Celli and F. Pilo, "Optimal distributed generation allocation in MV distribution networks," in Proc. Int. Conf. on IEEE Power Engineering Society, pp. 81-86, 20-24 May 2001. [7] G. Carpinelli, G. Celli, and F. Pilo, "Distributed generation sitting and sizing under uncertainty," in Proc. IEEE Power Tech, pp. 376-401, 2001. [8] J. Lopez-Lezama, J. Contreras, and A. Padilha-Feltrin, "Location and contract pricing of distributed generation using a genetic algorithm," Int. J. Elect. Power Energy Syst., vol. 36, no. 1, pp. 117-126, Mar. 2012. [9] A. Ameli, S. Bahrami, and M. Haghifam, "A multiobjective particle swarm optimization for sizing and placement of DGs from DG owner's and distribution company's viewpoints," Int. J. Elect. Power Energy Syst., vol. 29, no. 4, pp. 1831-1840, Aug. 2014. [10] S. Abdi and K. Afshar, "Application of IPSO-Monte Carlo for optimal distributed generation allocation and sizing," Int. J. Elect. Power Energy Syst., vol. 44, no. 1, pp. 786-797, Jan. 2013. [11] A. Soroudi and M. Afrasiab, "Binary PSO-based dynamic multi-objective model for distributed generation planning under uncertainty," IET Renewable Power Generation., vol. 6, no. 2, pp. 67-78, Mar. 2012. [12] م. احمدیان و ن. عباس‌زاده، "برآورد ارزش برق عرضه‌نشده (VoLL) در اثر خاموشی در ایران: رویکرد فراغت از دست رفته،" مجله علمی پژوهشی سیاستگذاری اقتصادی، سال 5، شماره 9، صص. 80-57، بهار و تابستان 1392. [13] بانک مرکزی جمهوری اسلامی ایران، شاخص کل بهای کالاها و خدمات مصرفی در مناطق شهری ایران (شاخص تورم) در سال‌های 1391-1315. [14] "گزارشات جامع ماهانه"، سایت مدیریت شبکه و "اطلاعیه ساعات آغاز و پایان دوره‌های مختلف مصرف برق در سال 1392"، سایت بورس انرژی 1392. [15] دفتر راهبري و نظارت امور برق وزارت نيرو، دستورالعمل ضوابط تعیین متوسط نرخ خدمات توزیع برق، خرداد 1392. [16] هیأت تنظیم بازار برق ایران وزارت نيرو، صورت‌جلسه شماره 244 هیئت تنظیم بازار برق ایران، اسفند 1392. [17] A. R. Salehinia, M. R. Haghifam, M. Shahabi, and F. Mahdloo, "Energy loss reduction in distribution systems using GA-based optimal allocation of Fixed and switches capacitors," in Proc. IEEE Int. Energy Conf. and Exhibition, EnergyCon'10, pp. 735-740, 18-22 Dec. 2010. [18] معاونت برنامه‌ریزی و نظارت راهبردی رئیس جمهور، فهرست بهای واحد پایه رشته تأسیسات برقی سال 1392،خرداد 1392. [19] معاونت برنامه ریزی و نظارت راهبردی رئیس جمهور، دستورالعمل بند (و) ماده 133 قانون برنامه پنج‌ساله پنجم، اسفند 1391. [20] هیأت تنظیم بازار برق ایران وزارت نيرو، صورت‌جلسه شماره 227 هیأت تنظیم بازار برق ایران، خرداد 1392. [21] دفتر راهبري و نظارت امور برق وزارت نيرو، دستورالعمل توسعه مولد مقیاس کوچک، مهر 1387. [22] هیأت تنظیم بازار برق ایران وزارت نيرو، صورت‌جلسه شماره 235 هیأت تنظیم بازار برق ایران، خرداد 1392.Z.HashemiA. RamezaniM.Parsa-Moghaddam1221201623624210.66224/ijece.28196.14.3.236http://ijece.org/en/Article/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196http://ijece.org/en/Article/Download/28196[1] M. Arnold, R. R. Negenborn, G. Andersson, and B. De Schutter, "Model-based predictive control applied to multi-carrier energy systems," in Proc. IEEE Power & Energy Society General Meeting. PES'09, 8 pp., Jul. 2009. [2] M. Geidl, G. Koeppel, P. Favre-Perrod, B. Klockl, G. Andersson, and K. Frohlich, "Energy hubs for the future," IEEE Power and Energy Magazine, vol. 5, no. 1, pp. 24-30, Jan./Feb. 2007. [3] R. Frik and P. Favre-Perrod, Proposal for a Multifunctional Energy Bus and Its Interlink with Generation and Consumption, Master Thesis, ETH Zurich: High voltage Laboratory, 2004. [4] G. Koeppel and G. Andersson, "The influence of combined power, gas, and thermal networks on the reliability of supply," in Proc. the 6th World Energy System Conf., pp. 10-12, Torino, Italy, Jun. 2006. [5] K. Alanne and A. Saari, "Distributed energy generation and sustainable development," Renewable and Sustainable Energy Reviews, vol. 10, no. 6, pp. 539-558, Dec. 2006. [6] G. Koeppel and G. Andersson, "Reliability modeling of multi-carrier energy systems," Energy, vol. 34, no. 3, pp. 235-244, Mar. 2009. [7] A. Hajimiragha, C. Canizares, M. Fowler, M. Geidl, and G. Andersson, "Optimal energy flow of integrated energy systems with hydrogen economy considerations," in Proc. Bulk Power System Dynamics and Control-VII, 11 pp., 2007. [8] M. Schulze, L. Friedrich, and M. Gautschi, "Modeling and optimization of renewables: applying the energy hub approach," in Proc. ICSET IEEE Int. Conf. on Sustainable Energy Technologies, pp. 83-88, Dec. 2008. [9] A. Sheikhi, A. Ranjbar, and H. Oraee, "Financial analysis and optimal size and operation for a multicarrier energy system," Energy and Buildings, vol. 48, pp. 71-78, May 2012. [10] M. D. Galus, R. La Fauci, and G. Andersson, "Investigating PHEV wind balancing capabilities using heuristics and model predictive control," in Proc. IEEE Power and Energy Society General Meeting, 8 pp., Jul. 2010. [11] P. Ahcin, "Simulating demand response and energy storage in energy distribution systems," in Proc. Int. Conf. on Proc. Power System Technology, POWERCON'10, 7 pp., Hangzhou, China, Oct. 2010. [12] F. Kienzle, P. Ahcin, and G. Andersson, "Valuing investments in multi-energy conversion, storage, and demand-side management systems under uncertainty," IEEE Trans. on Sustainable Energy, vol. 2, no. 2, pp. 194-202, Apr. 2011. [13] A. Parisio, C. Del Vecchio, and A. Vaccaro, "A robust optimization approach to energy hub management," International J. of Electrical Power & Energy Systems, vol. 42, no. 1, pp. 98-104, 2012. [14] M. Arnold, R. Negenborn, G. Andersson, and B. De Schutter, "Distributed predictive control for energy hub coordination in coupled electricity and gas networks," in R. R. Negenborn, Zofia Lukszo, Hans Hellendoorn Eds., Intelligent Infrastructures, Ch. 10, Springer, pp. 235-273, 2010. [15] S. Pazouki, M. R. Haghifam, and A. Moser, "Uncertainty modeling in optimal operation of energy hub in presence of wind, storage and demand response," International J. of Electrical Power & Energy Systems, vol. 61, pp. 335-345, Oct. 2014. [16] E. F. Camacho and C. B. Alba, Model Predictive Control, Springer Science & Business Media, 2013. [17] L. Wang, Model Predictive Control System Design and Implementation Using MATLAB®, Springer Science & Business Media, 2009. [18] M. Geidl, Integrated Modeling and Optimization of Multi-carrier Energy Systems, TU Graz, 2007.