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TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE

Year 2014, , 23 - 39, 01.12.2014
https://doi.org/10.24107/ijeas.251230

Abstract

Diesel power technology has been utilized worldwide, especially in remote regions, because of its low initial capital cost. But it has negative effects on the surrounding environment and causes global warming. Also the power supply of off-grid remote area and applications at minimal cost and with low emissions is an important issue when discussing future energy concepts. In Iran, the cost of fuel is highly subsidized. If Iran removes the fuel subsidy, the cost of diesel fuel would increase and the renewable energy systems would become more attractive.
This paper presents techno-economic analysis, modeling and optimization of a photovoltaic (PV)/wind/diesel/batterybased
hybrid system for electrification to an off-grid remote area located in Rafsanjan, Iran, for different diesel
generator fuel price scenarios. For this location, different hybrid (PV/wind/diesel/battery) systems are studied and
compared in terms of cost and pollution for two scenarios. For cost analysis, a mathematical model is introduced for
each system's component and then, in order to satisfy the load demand in the most cost-effective way, two discrete
versions of particle swarm optimization algorithm are developed to optimally size the systems components. As an
efficient search method, PSO has simple concept, is easy to implement, can escape local optima, by use of probabilistic
mechanisms, and only needs one initial solution to start its search. Simulation results indicate that only under a
subsidized diesel fuel price scenario, the diesel-only system has the minimum cost, but by the elimination of diesel fuel
price subsidies and reduce the costs of photovoltaic panels and wind turbines, the role of the diesel generator decreases
in hybrid (PV/wind/diesel/battery) energy systems.

References

  • [1] A. Al-Alawi, S. M Al-Alawi, and S. M Islam, "Predictive control of an integrated PVdiesel water and power supply system using an artificial neural network," Renewable energy, vol. 32, pp. 1426-1439, 2007.
  • [2] R. Belfkira, L. Zhang, and G. Barakat, "Optimal sizing study of hybrid wind/PV/diesel power generation unit," Solar Energy, vol. 85, pp. 100-110, 2011.
  • [3] J. Kaldellis, D. Zafirakis, K. Kavadias, and E. Kondili, "Optimum PV-diesel hybrid systems for remote consumers of the Greek territory," Applied Energy, vol. 97, pp. 61- 67, 2012.
  • [4] I. B. Askari and M. Ameri, "Techno-economic feasibility analysis of stand-alone renewable energy systems (PV/bat, Wind/bat and Hybrid PV/wind/bat) in Kerman, Iran," Energy Sources, Part B: Economics, Planning, and Policy, vol. 7, pp. 45-60, 2012.
  • [5] S. Sadeghi and M. Ameri, "Comparison of different power generators in PV-batterypower generator hybrid system," Journal of Mechanical Science and Technology, vol. 28, pp. 387-398, 2014.
  • [6] J. M. Lujano-Rojas, C. Monteiro, R. Dufo-López, and J. L. Bernal-Agustín, "Optimum load management strategy for wind/diesel/battery hybrid power systems," Renewable Energy, vol. 44, pp. 288-295, 2012.
  • [7] T. Khatib, A. Mohamed, K. Sopian, and M. Mahmoud, "Optimal sizing of building integrated hybrid PV/diesel generator system for zero load rejection for Malaysia," Energy and Buildings, vol. 43, pp. 3430-3435, 2011.
  • [8] H. Tazvinga, X. Xia, and J. Zhang, "Minimum cost solution of photovoltaic–diesel– battery hybrid power systems for remote consumers," Solar Energy, vol. 96, pp. 292- 299, 2013.
  • [9] A. Maleki and A. Askarzadeh, "Comparative study of artificial intelligence techniques for sizing of a hydrogen-based stand-alone photovoltaic/wind hybrid system," International Journal of Hydrogen Energy, 2014.
  • [10] G. Merei, C. Berger, and D. U. Sauer, "Optimization of an off-grid hybrid PV–Wind– Diesel system with different battery technologies using genetic algorithm," Solar Energy, vol. 97, pp. 460-473, 2013.
  • [11] A. Kaabeche and R. Ibtiouen, "Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system," Solar Energy, vol. 103, pp. 171-182, 2014.
  • [12] M. S. Ngan and C. W. Tan, "Assessment of economic viability for PV/wind/diesel hybrid energy system in southern Peninsular Malaysia," Renewable and Sustainable Energy Reviews, vol. 16, pp. 634-647, 2012.
  • [13] D. Yamegueu, Y. Azoumah, X. Py, and N. Zongo, "Experimental study of electricity generation by Solar PV/diesel hybrid systems without battery storage for off-grid areas," Renewable energy, vol. 36, pp. 1780-1787, 2011.
  • [14] A. Maleki and A. Askarzadeh, "Artificial bee swarm optimization for optimum sizing of a stand-alone PV/WT/FC hybrid system considering LPSP concept," Solar Energy, vol. 107, pp. 227-235, 2014.
  • [15] M. Ismail, M. Moghavvemi, and T. Mahlia, "Techno-economic analysis of an optimized photovoltaic and diesel generator hybrid power system for remote houses in a tropical climate," Energy Conversion and Management, vol. 69, pp. 163-173, 2013.
  • [16] A. Khelif, A. Talha, M. Belhamel, and A. Hadj Arab, "Feasibility study of hybrid Diesel–PV power plants in the southern of Algeria: Case study on AFRA power plant," International Journal of Electrical Power & Energy Systems, vol. 43, pp. 546- 553, 2012.
  • [17] J. Dekker, M. Nthontho, S. Chowdhury, and S. Chowdhury, "Economic analysis of PV/diesel hybrid power systems in different climatic zones of South Africa," International Journal of Electrical Power & Energy Systems, vol. 40, pp. 104-112, 2012.
  • [18] A. Maleki and A. Askarzadeh, "Optimum configurationof fule cell-b PV/wind/hybrid system using a hybrid metaheuristic technique," International Journal of Engineering and Applied Sciences, Vol. 5, Issue 4, PP. 1-12, 2014.
  • [19] G. Tina, S. Gagliano, and S. Raiti, "Hybrid solar/wind power system probabilistic modelling for long-term performance assessment," Solar Energy, vol. 80, pp. 578-588, 2006.
  • [20] Z. W. Geem, "Size optimization for a hybrid photovoltaic–wind energy system," International Journal of Electrical Power & Energy Systems, vol. 42, pp. 448-451, 2012.
  • [21] J. Park, W. Liang, J. Choi, A. El-Keib, M. Shahidehpour, and R. Billinton, "A probabilistic reliability evaluation of a power system including solar/photovoltaic cell generator," in Power & Energy Society General Meeting, 2009. PES'09. IEEE, 2009, pp. 1-6.
  • [22] Y. Baoa, X. Chena, H. Wanga, and B. Wangb, "Genetic Algorithm Based Optimal Capacity Allocation for an Independent Wind/PV/Diesel/Battery Power Generation System⋆."
  • [23] Y. Zhao, J. Zhan, Y. Zhang, D. Wang, and B. Zou, "The optimal capacity configuration of an independent Wind/PV hybrid power supply system based on improved PSO algorithm," in Advances in Power System Control, Operation and Management (APSCOM 2009), 8th International Conference on, 2009, pp. 1-7.
  • [24] D. Abbes, A. Martinez, and G. Champenois, "Life Cycle Cost, Embodied Energy and Loss of Power Supply Probability for the optimal design of hybrid power systems," Mathematics and Computers in Simulation, 2013.
  • [25] F. Giraud and Z. M. Salameh, "Steady-state performance of a grid-connected rooftop hybrid wind-photovoltaic power system with battery storage," Energy Conversion, IEEE Transactions on, vol. 16, pp. 1-7, 2001.
  • [26] H. A. Kazem, T. Khatib, and K. Sopian, "Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman," Energy and Buildings, 2013.
  • [27] Y. Shi, "Particle swarm optimization: developments, applications and resources," in Evolutionary Computation, 2001. Proceedings of the 2001 Congress on, 2001, pp. 81- 86.
  • [28] P. J. Angeline, "Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences," in Evolutionary Programming VII, 1998, pp. 601-610.
  • [29] M. Clerc and J. Kennedy, "The particle swarm-explosion, stability, and convergence in a multidimensional complex space," Evolutionary Computation, IEEE Transactions on, vol. 6, pp. 58-73, 2002.
Year 2014, , 23 - 39, 01.12.2014
https://doi.org/10.24107/ijeas.251230

Abstract

References

  • [1] A. Al-Alawi, S. M Al-Alawi, and S. M Islam, "Predictive control of an integrated PVdiesel water and power supply system using an artificial neural network," Renewable energy, vol. 32, pp. 1426-1439, 2007.
  • [2] R. Belfkira, L. Zhang, and G. Barakat, "Optimal sizing study of hybrid wind/PV/diesel power generation unit," Solar Energy, vol. 85, pp. 100-110, 2011.
  • [3] J. Kaldellis, D. Zafirakis, K. Kavadias, and E. Kondili, "Optimum PV-diesel hybrid systems for remote consumers of the Greek territory," Applied Energy, vol. 97, pp. 61- 67, 2012.
  • [4] I. B. Askari and M. Ameri, "Techno-economic feasibility analysis of stand-alone renewable energy systems (PV/bat, Wind/bat and Hybrid PV/wind/bat) in Kerman, Iran," Energy Sources, Part B: Economics, Planning, and Policy, vol. 7, pp. 45-60, 2012.
  • [5] S. Sadeghi and M. Ameri, "Comparison of different power generators in PV-batterypower generator hybrid system," Journal of Mechanical Science and Technology, vol. 28, pp. 387-398, 2014.
  • [6] J. M. Lujano-Rojas, C. Monteiro, R. Dufo-López, and J. L. Bernal-Agustín, "Optimum load management strategy for wind/diesel/battery hybrid power systems," Renewable Energy, vol. 44, pp. 288-295, 2012.
  • [7] T. Khatib, A. Mohamed, K. Sopian, and M. Mahmoud, "Optimal sizing of building integrated hybrid PV/diesel generator system for zero load rejection for Malaysia," Energy and Buildings, vol. 43, pp. 3430-3435, 2011.
  • [8] H. Tazvinga, X. Xia, and J. Zhang, "Minimum cost solution of photovoltaic–diesel– battery hybrid power systems for remote consumers," Solar Energy, vol. 96, pp. 292- 299, 2013.
  • [9] A. Maleki and A. Askarzadeh, "Comparative study of artificial intelligence techniques for sizing of a hydrogen-based stand-alone photovoltaic/wind hybrid system," International Journal of Hydrogen Energy, 2014.
  • [10] G. Merei, C. Berger, and D. U. Sauer, "Optimization of an off-grid hybrid PV–Wind– Diesel system with different battery technologies using genetic algorithm," Solar Energy, vol. 97, pp. 460-473, 2013.
  • [11] A. Kaabeche and R. Ibtiouen, "Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system," Solar Energy, vol. 103, pp. 171-182, 2014.
  • [12] M. S. Ngan and C. W. Tan, "Assessment of economic viability for PV/wind/diesel hybrid energy system in southern Peninsular Malaysia," Renewable and Sustainable Energy Reviews, vol. 16, pp. 634-647, 2012.
  • [13] D. Yamegueu, Y. Azoumah, X. Py, and N. Zongo, "Experimental study of electricity generation by Solar PV/diesel hybrid systems without battery storage for off-grid areas," Renewable energy, vol. 36, pp. 1780-1787, 2011.
  • [14] A. Maleki and A. Askarzadeh, "Artificial bee swarm optimization for optimum sizing of a stand-alone PV/WT/FC hybrid system considering LPSP concept," Solar Energy, vol. 107, pp. 227-235, 2014.
  • [15] M. Ismail, M. Moghavvemi, and T. Mahlia, "Techno-economic analysis of an optimized photovoltaic and diesel generator hybrid power system for remote houses in a tropical climate," Energy Conversion and Management, vol. 69, pp. 163-173, 2013.
  • [16] A. Khelif, A. Talha, M. Belhamel, and A. Hadj Arab, "Feasibility study of hybrid Diesel–PV power plants in the southern of Algeria: Case study on AFRA power plant," International Journal of Electrical Power & Energy Systems, vol. 43, pp. 546- 553, 2012.
  • [17] J. Dekker, M. Nthontho, S. Chowdhury, and S. Chowdhury, "Economic analysis of PV/diesel hybrid power systems in different climatic zones of South Africa," International Journal of Electrical Power & Energy Systems, vol. 40, pp. 104-112, 2012.
  • [18] A. Maleki and A. Askarzadeh, "Optimum configurationof fule cell-b PV/wind/hybrid system using a hybrid metaheuristic technique," International Journal of Engineering and Applied Sciences, Vol. 5, Issue 4, PP. 1-12, 2014.
  • [19] G. Tina, S. Gagliano, and S. Raiti, "Hybrid solar/wind power system probabilistic modelling for long-term performance assessment," Solar Energy, vol. 80, pp. 578-588, 2006.
  • [20] Z. W. Geem, "Size optimization for a hybrid photovoltaic–wind energy system," International Journal of Electrical Power & Energy Systems, vol. 42, pp. 448-451, 2012.
  • [21] J. Park, W. Liang, J. Choi, A. El-Keib, M. Shahidehpour, and R. Billinton, "A probabilistic reliability evaluation of a power system including solar/photovoltaic cell generator," in Power & Energy Society General Meeting, 2009. PES'09. IEEE, 2009, pp. 1-6.
  • [22] Y. Baoa, X. Chena, H. Wanga, and B. Wangb, "Genetic Algorithm Based Optimal Capacity Allocation for an Independent Wind/PV/Diesel/Battery Power Generation System⋆."
  • [23] Y. Zhao, J. Zhan, Y. Zhang, D. Wang, and B. Zou, "The optimal capacity configuration of an independent Wind/PV hybrid power supply system based on improved PSO algorithm," in Advances in Power System Control, Operation and Management (APSCOM 2009), 8th International Conference on, 2009, pp. 1-7.
  • [24] D. Abbes, A. Martinez, and G. Champenois, "Life Cycle Cost, Embodied Energy and Loss of Power Supply Probability for the optimal design of hybrid power systems," Mathematics and Computers in Simulation, 2013.
  • [25] F. Giraud and Z. M. Salameh, "Steady-state performance of a grid-connected rooftop hybrid wind-photovoltaic power system with battery storage," Energy Conversion, IEEE Transactions on, vol. 16, pp. 1-7, 2001.
  • [26] H. A. Kazem, T. Khatib, and K. Sopian, "Sizing of a standalone photovoltaic/battery system at minimum cost for remote housing electrification in Sohar, Oman," Energy and Buildings, 2013.
  • [27] Y. Shi, "Particle swarm optimization: developments, applications and resources," in Evolutionary Computation, 2001. Proceedings of the 2001 Congress on, 2001, pp. 81- 86.
  • [28] P. J. Angeline, "Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences," in Evolutionary Programming VII, 1998, pp. 601-610.
  • [29] M. Clerc and J. Kennedy, "The particle swarm-explosion, stability, and convergence in a multidimensional complex space," Evolutionary Computation, IEEE Transactions on, vol. 6, pp. 58-73, 2002.
There are 29 citations in total.

Details

Other ID JA66DB56FF
Journal Section Articles
Authors

Akbar Maleki This is me

Mehran Ameri This is me

Fathollah Pourfayaz This is me

Publication Date December 1, 2014
Published in Issue Year 2014

Cite

APA Maleki, A., Ameri, M., & Pourfayaz, F. (2014). TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE. International Journal of Engineering and Applied Sciences, 6(4), 23-39. https://doi.org/10.24107/ijeas.251230
AMA Maleki A, Ameri M, Pourfayaz F. TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE. IJEAS. December 2014;6(4):23-39. doi:10.24107/ijeas.251230
Chicago Maleki, Akbar, Mehran Ameri, and Fathollah Pourfayaz. “TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE”. International Journal of Engineering and Applied Sciences 6, no. 4 (December 2014): 23-39. https://doi.org/10.24107/ijeas.251230.
EndNote Maleki A, Ameri M, Pourfayaz F (December 1, 2014) TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE. International Journal of Engineering and Applied Sciences 6 4 23–39.
IEEE A. Maleki, M. Ameri, and F. Pourfayaz, “TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE”, IJEAS, vol. 6, no. 4, pp. 23–39, 2014, doi: 10.24107/ijeas.251230.
ISNAD Maleki, Akbar et al. “TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE”. International Journal of Engineering and Applied Sciences 6/4 (December 2014), 23-39. https://doi.org/10.24107/ijeas.251230.
JAMA Maleki A, Ameri M, Pourfayaz F. TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE. IJEAS. 2014;6:23–39.
MLA Maleki, Akbar et al. “TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE”. International Journal of Engineering and Applied Sciences, vol. 6, no. 4, 2014, pp. 23-39, doi:10.24107/ijeas.251230.
Vancouver Maleki A, Ameri M, Pourfayaz F. TECHNO-ECONOMIC ANALYSIS AND OPTIMAL DESIGN OF AN OFF-GRID HYBRID PV/WIND/DIESEL SYSTEM WITH BATTERY STORAGE. IJEAS. 2014;6(4):23-39.

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