Document Type : Research Article


1 Department of Industrial Engineering, Yazd University, Yazd, Iran

2 Department of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran

3 Department of Industrial Engineering, Sharif University of Technology, Tehran, Iran


The present study aimed at ranking and selecting the superior geothermal project for hydrogen production in 14 provinces of Iran using a multi-objective optimization fuzzy hybrid approach through analyzing the ratio (fuzzy Moora) and expanded entropy weighting method. In this research, the extended entropy weighing method and the Fuzzy-Moora approach were utilized to weigh the criteria and project the ranking, respectively. In this research, 13 criteria for ranking the geothermal projects in Iran have been selected for hydrogen production. At first, the technical-economic feasibility of the projects was carried out in Homer software, and then the ranking process was performed with the proposed hybrid approach. The results showed that among 14 studied provinces using geothermal energy, the provinces of Bushehr, Hormozgan, Isfahan, Mazandaran, East Azarbaijan, Fars, Qazvin, Zanjan, Ardebil, Khorasan Razavi, Kerman, Sistan and Baluchestan, South Khorasan and West Azarbaijan were ranked in that order in terms of hydrogen production.


Main Subjects

1.     Safarzadeh, A.A., Abdi, R. and Shirichi Scuba,Y., "Geothermal energy potential of Iran and its applicability in greenhouse heating system", Master's Thesis, State Department- Ministry of Science, Research, Technology- Tabriz University, College of Agriculture, (2013).
2.     Razzaghi, A., "Geothermal energy and its applications", Journal of Neshae Elm, Vol. 1, (2012), 30-41.
3.     Asadi, F., Karim, M.H. and Fasharif, M., "Competitiveness of geothermal electricity in comparison with conventional power generation in Iran", Journal of Energy Economy of Iran, Vol. 18, (2016), 1-13.
4.     Rezaei, M. and Torabi, H., "Geothermal energy for human use", Thirty-first Earth Sciences Conference, Geological Survey and Mineral Exploration of Iran, (2012).
5.     Zare, M., "Perspective on the use of geothermal energy", Journal of Energy, Vol. 32, (2016), 72-81.
6.     Haj Aghababai, N., "Development of geothermal energy in architecture", Journal of Building and Day Equipment, Vol. 41, (2016), 67-78.
7.     Hashemi Nasab, M.R., Attarzadeh, P., Karimi, M. and Azadi M.H. "Geothermal energy, its applications and environmental effects", Thirty-first Earth Sciences Conference, Geological Survey and Mineral Exploration of Iran, (2012).
8.     Farhudi, F. and Khalil Aria, S.H., "Thermodynamic analysis of hydrogen production methods", Master's Thesis, State-Ministry of Science, Research, and Technology- Orumieh University- College of Engineering, (2013).
9.     Nuralini, J., "The geothermal energy and its environmental benefits", Journal of Eksie Novin, Vol. 5, (2017), 192-199.
10.   Hossein Zadeh, M.M. and Afshar, R., "Geothermal energy, its uses and its advantages in Iran", Journal of Growth in Geological Education, Vol. 45, (2006), 35-39.
11.   Sarrami, H. and Nazaripoor, H., "Geothermal energy as an alternative and renewable energy in the energy basket", Journal of Energy Economy, Vol. 90, (2007), 26-33.
12.   U.S. Energy Information Administration Total Electricity Net Generation, (2015).
13.   Gonga, M., Nanda, S., Hunter, H.N., Zhud, W., Dalai, A.K. and Kozinski, J.A., "Lewis acid catalyzed gasification of humic acid in supercritical water", Catal Today, Vol. 291, (2017), 13-23.
14.   Sheikhbahaei, V., Baniasadi, E. and Naterer, G.F., "Experimental investigation of solar assisted hydrogen production from water and aluminum", International Journal of Hydrogen Energy, Vol. 43, No. 19, (2018), 9181-9191.
15.   Abdalla, A.M., Hossain, S., Nisfindy, O.B., Azad, A.T., Dawood, M. and Azad, A.K., "Hydrogen production, storage, transportation and key challenges with applications: A review", Energy Conversion and Management, Vol. 165, (2018), 602-627.
16.   Rau, F., Herrmann, A., Krause, H., Fino, D. and Trimis, D., "Production of hydrogen by autothermal reforming of biogas", Energy Procedia, Vol. 120, (2017), 294-301.
17.   Badea, G., Naghiu, G.S., Giurca, I., Aşchilean, I. and Megyesi, E., "Hydrogen production using solar energy- Technical analysis", Sustainable Solutions for Energy and Environment, EENVIRO 2016, (26-28 October 2016), Bucharest, Romania.
18.   Rezaei, M., Mostafaeipour, A., Qolipour, M. and Tavakkoli-Moghaddam. R., "Investigation of the optimal location design of a hybrid wind-solar plant: A case study", International Journal of Hydrogen Energy, Vol. 43, (2018), 100-114.
19.   Ramazankhani, M.E., Mostafaeipour, A., Hosseininasab, H. and Fakhrzad, M.B., "Feasibility of geothermal power assisted hydrogen production in Iran", International Journal of Hydrogen Energy, Vol. 41, (2016), 18351-18369.
20.   Mirzayi Ziapor, B. and Eghbali Asl, E., "Geothermal energy and gas pressure potential at pressure reduction stations for generation of electricity", Thesis, Government- Ministry of Science, Research, Technology- Mohaghegh Ardabili University- College of Engineering, (2011).
21.   Gholami Sarmali, H., Rahimi, M. and Zakawe, S.J., "Investigating the possibility of using geothermal energy in the heating of spaces in Ardebil province", Bachelor's Thesis, State-Ministry of Science, Research and Technology- University of Mohaghegh Ardabili- Faculty of Engineering, (2012).
22.   Ahmadi Zadeh, S.R., Arasteh, F., Fanaie Kheirabad, G.H.A. and Ashrafi, A., “"Identification of geothermal potentials, using Thermal Remote Sensing method in southern Khorasan", Journal of Environmental Research, Vol. 10, (2014), 135-143.
23.   Mohammadzadeh Moghadam, M., Mirzai, S., Mirzai, M., Skoee, B. and Heidarian Dehkordi N., "Modeling and interpreting ground magnetic data related to geothermal resources, northwest of Delijan", Geological Quarterly of Iran, Vol. 34, (2015), 103-114.
24.   Rezaei, M., Mostafaeipour, A., Qolipour, M. and Arabnia, H.R., "Hydrogen production using wind energy from sea water: A case study on Southern and Northern coasts of Iran", Energy & Environment, Vol. 29, (2018), 333-357.
25.   Dabbaghiyan, A., Fazelpour, F., Dehghan-Abnavi, M.A. and Rosen, M., "Evaluation of wind energy potential in province of Bushehr, Iran", Renewable and Sustainable Energy Reviews, Vol. 55, (2016), 455-466.
26.   Balta, M.T., Dincer, I. and Hepbasli, A., "Thermodynamic assessment of geothermal energy use in hydrogen production", International Journal of Hydrogen Energy, Vol. 34, (2009), 2925-2939.
27.   Kanoglu, M., Bolatturk, A. and Yilmaz, C., "Thermodynamic analysis of models used in hydrogen production by geothermal energy", International Journal of Hydrogen Energy, Vol. 35, (2010), 8783-8791.
28.   Ouali, S., Chader, S., Belhamel, M. and Benziada, M., "The exploitation of hydrogen sulfide for hydrogen production in geothermal areas", International Journal of Hydrogen Energy, Vol. 36, (2011), 4103-4109.
29.   Yilmaz, C., Kanoglu, M., Bolatturk, A. and Gadalla, M., "Economics of hydrogen production and liquefaction by geothermal energy", International Journal of Hydrogen Energy, Vol. 37, (2012), 2058-2069.
30.   Al-Zaharani, A., Dincer, I. and Naterer, G.F., "Performance evaluation of a geothermal based integrated system for power, hydrogen and heat generation", International Journal of Hydrogen Energy, Vol. 38, (2013), 14505-14511.
31.   Rahmouni, S., Settou, N., Chennouf, N., Negrou, B. and Houari, M., "A Technical, economic and environmental analysis of combining geothermal energy with carbon sequestration for hydrogen production", Energy Procedia, Vol. 50, (2014), 263-269.
32.   Yilmaz, C., Kanoglu, M. and Abusoglu, A., "Thermoeconomic cost evaluation of hydrogen production driven by binary geothermal power plant", Geothermics, Vol. 57, (2015), 18-25.
33.   Yuksel, Y.E. and Ozturk, M., "Thermodynamic and thermo economic analyses of a geothermal energy based integrated system for hydrogen production", International Journal of Hydrogen Energy, Vol. 42, (2017), 2530-2546.
34.   Gaebi, H., Farhang, B., Parikhani, T. and Rostamzadeh, H., "Energy, exergy and exergoeconomic analysis of a cogeneration system for power and hydrogen production purpose based on TRR method and using low grade geothermal source", Geothermics, Vol. 71, (2018), 132-145.
35.   Assad, El., Tawalbeh, M., Salameh, T. and Al-Othman, A., "Thermodynamic analysis of lithium bromide absorption chiller driven by geothermal energy", International Conference on Renewable Energy Generation and Applications, (2018 February 26-28), 2018 UAEU Al Ain, UAE.
36.   Abdelkareem, M.A., El Haj Assad, M., Taha Sayed, E. and Soudan, B., "Recent progress in the use of renewable energy sources to power water desalination plants", Desalination, Vol. 435, (2018), 97-113.
37.   El Haj Assad, M., Bani-Hani, E. and Khalil, M., "Performance of geothermal power plants (single, dual, and binary) to compensate for LHC-CERN power consumption: comparative study", Geothermal Energy, Vol. 5, No. 1 (2017), 1-17.
38.   Mostafaeipour, A. and Abesi, S., "Wind turbine productivity and development in Iran", Biosciences (Biosciences World), International Conference Bari, Italy. (2010), 112-118.
39.   Sen, A., "Should Indians pay more for renewable energy based electricity?- The need for evidence based consumer tariffs for electricity in India", Journal of Renewable Energy and Environment, Vol. 4, No. 2&3, (2017), 23-32.
40.   Mostafaeipour, A., Saidi-Mehrabad, M., Rezaei, M. and Qolipour, M., "The ranking of southern ports and islands of Iran for seawater plants using ELECTRE III method", Journal of Renewable Energy and Environment, Vol. 4, No. 2&3, (2017), 10-22.
41.   Al-Khazar, A.A.A. and Khaled, A.J., "A comparative study of the available measured global solar radiation in Iraq", Journal of Renewable Energy and Environment, Vol. 4, No. 2&3, (2017), 47-53.
42.   Mostafaeipour, A., "Productivity and development issues of global wind turbine industry", Renewable and Sustainable Energy Reviews, Vol. 14, No. 3, (2010), 1048-1058.
43.   Mostafaeipour, A., Jadidi, M., Mohammadi, K. and Sedaghat, A., "An analysis of wind energy potential and economic evaluation in Zahedan, Iran", Renewable and Sustainable Energy Reviews, Vol. 30, (2014), 641-650.
44.   Keshavarz, M. and Mostajeran Goortani, B., "Solar heat utilization in separation column reboilers case study: Amine regenerator in South Pars Gas Complex, Assalouyeh", Journal of Renewable Energy and Environment, Vol. 4, No. 2&3, (2017), 56-67.
45.   Mostafaeipour, A., Qolipour, M. and Mohammadi, K., "Evaluation of installing photovoltaic plants using a hybrid approach for Khuzestan province, Iran", Renewable and Sustainable Energy Reviews, Vol. 60, (2016), 60-74.
46.   Mostafaeipour, A., Qolipour, M. and Goudarzi, H., "Feasibility of using wind turbines for renewable hydrogen production in Firuzkuh, Iran", Frontiers in Energy, (2018), 1-12.
47.   Qolipour, M., Mostafaeipour, A., Shamshirband, S., Alavi, O., Goudarzi, H. and Petković, D., "Evaluation of wind power generation potential using a three hybrid approach for households in Ardebil Province, Iran", Energy Conversion and Management, Vol. 118, (2016), 295-305.
48.   Goudarzi, H. and Mostafaeipour, A., "Energy saving evaluation of passive systems for residential buildings in hot and dry regions", Renewable and Sustainable Energy Reviews, Vol. 68, (2017), 432-446.
49.   Sedaghat, A., Hassanzadeh, A., Jamali, J., Mostafaeipour, A. and Chen, W.H., "Determination of rated wind speed for maximum annual energy production of variable speed wind turbines", Applied Energy, Vol. 205, (2017), 781-789.
50.   Mohammadi, K., Mostafaeipour, A., Dinpashoh, Y. and Pouya, N., "Electricity generation and energy cost estimation of large-scale wind turbines in Jarandagh, Iran", Journal of Energy, (2014).
51. [accessed on 25 May 2018].
52.   Rezaei-Shouroki, M., Mostafaeipour, A. and Qolipour, M., "Prioritizing of wind farm locations for hydrogen production: A case study", International Journal of Hydrogen Energy, Vol. 42, (2017), 9500-9510.
53.   Karande, P. and Chakraborty, S., "Application of multi objective optimization on the basis of ratio analysis (MOORA) method for materials selection", Materials and Design, Vol. 37, (2012), 317-324.
54.   Brauers, W.K.M. and Zavadskas, E.K., "The MOORA method and its application to privatization in a transition economy control and cybernetics", Systems Research Institute of the Polish Academy of Sciences, Vol. 35, (2006), 445-469.
55.   Balezentis, T., Balezentis, A., Streimikiene, D. and Krisciukaitie, I., "Prioritizing sustainable electricity production technologies: MCDM approach", Renewable and Sustainable Energy Reviews, Vol. 16, (2012), 3302-3311.
56.   Amerizadeh Gheisari, B. and Sheikh, R., "Prioritization and selection of project using the fuzzy Moora hybrid approach and expanded entropy weights", Journal of Engineering and Management of Sharif, Vol. 32, (2016), 87-96.