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Original Articles

Double-layer Firefly Algorithm for Simultaneous Optimal Sizing and Operation of Energy Hubs

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Pages 1846-1857 | Received 20 Jan 2017, Accepted 27 Aug 2017, Published online: 16 Jan 2018

References

  • S. D. Beigvand, H. Abdi, and M. La Scala, “A general model for energy hub economic dispatch,” Appl. Energy, vol. 190, pp. 1090–1111, Mar. 2017.
  • M. Schulze, L. Friedrich, and M. Gautschi, “Modeling and optimization of renewables: Applying the energy hub approach,” in Proc. IEEE Int. Conf. Sustain. Energy Technol., 2008, pp. 83–88.
  • A. Parisio, C. Del Vecchio, and G. Velotto, “Robust optimization of operations in energy hub,” in Proc. IEEE Conf. Decision Control, Eur. Control Conf., 2011, pp. 4943–4948.
  • S. Pazouki, and M. Haghifam, “Market based short term scheduling in energy hub in presence of responsive loads and renewable resources,” in Proc. Int. Conf. Electricity Distrib., 2013, pp. 1–4.
  • S. Pazouki, M. Haghifam, and S. Pazouki, “Short term economical scheduling in an energy hub by renewable and demand response,” in Proc. IEEE Int. Conf. Electr. Power Energy Convers. Syst., 2013, pp. 1–6.
  • S. Pazouki, M. R. Haghifam, and A. Moser, “Uncertainty modeling in optimal operation of energy hub in presence of wind, storage and demand response,” Int. J. Elect. Power Energy Syst., vol. 61, pp. 335–345, Oct. 2014.
  • M. M. Aghtaie, A. Abbaspour, M. F. Firuzabad, and P. Dehghanian, “Optimized probabilistic PHEVs demand management in the context of energy hubs,” IEEE Trans. Power Del., vol. 30, no. 2, pp. 996–1006, Apr. 2015.
  • C. Shao, X. Wang, M. Shahidehpour, X. Wang, and B. Wang, “An MILP-based optimal power flow in multicarrier energy systems,” IEEE Trans. Sustain. Energy, vol. 8, no. 1, pp. 239–248, Jan. 2017.
  • A. S. Haghighi, and A. R. Seifi, “Energy flow optimization in multicarrier systems,” IEEE Trans. Ind. Inform., vol. 11, no. 5, pp. 1067–1077, Oct. 2015.
  • M. Geidl, and G. Andersson, “Optimal power flow of multiple energy carriers,” IEEE Trans. Power. Syst., vol. 22, no. 1, pp. 145–155, Jan. 2007.
  • S. D. Beigvand, H. Abdi, and M. La Scala, “Hybrid gravitational search algorithm-particle swarm optimization with time varying acceleration coefficients for large scale CHPED problem,” Energy, vol. 126, pp. 841–853, May 2017.
  • S. D. Beigvand, H. Abdi, and M. La Scala, “Combined heat and power economic dispatch problem using gravitational search algorithm,” Electr. Power Syst. Res., vol. 133, pp. 160–172, Mar. 2016.
  • A. Sheikhi, M. Rayati, S. Bahrami, and A. M. Ranjbar, “ Integrated demand side management game in smart energy hubs,” IEEE Trans. Smart Grid., vol. 6, no. 2, pp. 675–683, Jan. 2015.
  • P. K. Roy, C. Paul, and S. Sultana, “Oppositional teaching learning based optimization approach for combined heat and power dispatch,” Int. J. Elect. Power Energy Syst., vol. 57, pp. 392–403, May 2014.
  • A. Shahmohammadi, M. Moradi-Dalvand, H. Ghasemi, and M. S. Ghazizadeh, “Optimal design of multicarrier energy systems considering reliability constraints,” IEEE Trans. Power Del., vol. 30, no. 2, pp. 878–886, Apr. 2015.
  • A. El-Zonkoly, “Optimal scheduling of observable controlled islands in presence of energy hubs,” Electr Power Syst. Res., vol. 142, pp. 141–152, Jan. 2017.
  • S. D. Beigvand, H. Abdi, and M. La Scala, “Optimal operation of multicarrier energy systems using time varying acceleration coefficient gravitational search algorithm,” Energy, vol. 114, pp. 253–265, Nov. 2016.
  • A. S. Haghighi, and A. R. Seifi, “Multi-objective operation management of a multi-carrier energy system,” Energy, vol. 88, pp. 430–442, Aug. 2015.
  • A. S. Haghighi, and A. R. Seifi, “Simultaneous integrated optimal energy flow of electricity, gas, and heat,” Energy Conv. Manag., vol. 101, pp. 579–591, Sept. 2015.
  • M. J. Sanjari, H. Karami, and H. B. Gooi, “Micro-generation dispatch in a smart residential multi-carrier energy system considering demand forecast error,” Energy Conv. Manag., vol. 120, pp. 90–99, July 2016.
  • M. La Scala, A. Vaccaro, and A. F. Zobaa, “A goal programming methodology for multiobjective optimization of distributed energy hubs operation,” App. Thermal Eng., vol. 71, pp. 658–666, Oct. 2014.
  • S. Skarvelis-Kazakos, P. Papadopoulos, I. G. Unda, T. Gorman, A. Belaidi, and S. Zigan, “Multiple energy carrier optimisation with intelligent agents,” App. Energy, vol. 167, pp. 323–335, Apr. 2016.
  • A. Sheikhi, A. M. Ranjbar, F. Safe, and M. Mahmoodi, “CHP optimized selection methodology for an energy hub system,” in Proc. Int. Conf. Environ. Elect. Eng., 2011, pp. 1–5.
  • A. Sheikhi, A. M. Ranjbar, and F. Safe, “A Novel method to determine the best size of CHP for an energy hub system,” in Proc. IEEE Conf. Electr. Power Energy Convers. Syst., 2011, pp. 1–7.
  • A. Sheikhi, A. M. Ranjbar, H. Oraee, and A. Moshari, “Optimal operation and size for an energy hub with CCHP,” Energy Power Eng., vol. 3, pp. 641–649, Nov. 2011.
  • S. Bahrami, and F. Safe, “A financial approach to evaluate an optimized combined cooling, heat and power system,” Energy Power Eng., vol. 5, pp. 352–362, Jul. 2013.
  • M. Salimi, H. Ghasemi, M. Adelpour, and S. Vaez-ZAdeh, “Optimal planning of energy hubs in interconnected energy systems: A case study for natural gas and electricity,” IET Gener. Transm. Distrib., vol. 9, pp. 695–707, May 2015.
  • R. Evins, “Multi-level optimization of building design, energy system sizing and operation,” Energy, vol. 90, pp. 1775–1789, Oct. 2015.
  • M. Geidl, “Integrated modeling and optimization of multi-carrier energy systems,” Ph.D. diss., ETH Zurich, Zurich, 2007.
  • M. Geidl, G. Koeppel, P. F. Perrod, B. Klöckl, G. Andersson, and K. Fröhlich, “The energy hub–a powerful concept for future energy systems,” in Proc. Ann. Carnegie Mellon Conf. Electr. Ind., 2007, pp. 1–10.
  • U.S. Department of Energy, Upgrade Boilers with Energy-Efficient Burners. Advanced Manufacturing Office Energy Efficiency & Renewable Energy. Washington, DC, USA: U.S. Department of Energy. [Online]. Available: www1.eere.energy.gov/manufacturing/tech_assistance/pdfs/steam24_burners.pdf
  • X. S. Yang, “Firefly algorithms for multimodal optimization,” in Proc. Int. Symp. Stochastic Algorithms: Foundations Appl., Oct. 2009, pp. 169–178.
  • C. Liu, F. Gao, and N. Jin, “Design and simulation of a modified firefly algorithm,” in Proc. 7th Int. Joint Conf. Comp. Sci. Optim., 2014, pp.1–5.
  • A. Y. Abdelaziz, Y. G. Hegazy, W. El-Khattam, and M. M. Othman, “Optimal planning of distributed generators in distribution networks using modified firefly method,” Elect. Power Comp. Syst., vol. 43, pp. 320–333, Jan. 2015.
  • Sokratherm Gmbh, “Delivery Chart 2016: Compact CHP units driven by natural gas,” 2016. [Online]. Available: https://www.sokratherm.de/en/.
  • Hamworthy Heating, “Commercial Boilers,” 2017. [Online]. Available: http://www.hamworthy-heating.com/commercial-boilers/melburyhe-boiler.

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