IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v201y2020ics0360544220306873.html
   My bibliography  Save this article

Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis

Author

Listed:
  • Jamal, Taskin
  • Urmee, Tania
  • Shafiullah, G.M.

Abstract

Providing electricity access in remote and rural areas across the world has always been economically and technically challenging. Prioritising energy sources to electrify a remote community is the most complicated step. A combination of multiple resources is always preferable as no single alternative is absolute. The incorporation of economic, technical and environmental aspects in the strategic decision-making makes the process complicated for standalone off-grid power supply system planning. This study proposes a novel method using an Analytical Hierarchy Approach-based multi-criteria decision analysis along with system optimisation to obtain universal priority criteria and the best system configuration among a few alternatives. The novelty of the approach lies in the structured deliberation and the analysis to formulate a planning approach for the off-grid power supply system using a combination of experts’ assessment and system optimisation study. The method is applied to a remote Australian community. The analysis result identifies the most preferred standalone off-grid power supply system options for a remote rural area, which in this Australian case, is the Diesel-PV-Battery system.

Suggested Citation

  • Jamal, Taskin & Urmee, Tania & Shafiullah, G.M., 2020. "Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis," Energy, Elsevier, vol. 201(C).
    • Handle: RePEc:eee:energy:v:201:y:2020:i:c:s0360544220306873
    DOI: 10.1016/j.energy.2020.117580
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220306873
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2020.117580?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xiaohua, Wang & Zhenmin, Feng, 2002. "Sustainable development of rural energy and its appraising system in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 6(4), pages 395-404, August.
    2. Streimikiene, Dalia & Balezentis, Tomas & Krisciukaitienė, Irena & Balezentis, Alvydas, 2012. "Prioritizing sustainable electricity production technologies: MCDM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3302-3311.
    3. Kablan, M. M., 2004. "Decision support for energy conservation promotion:: an analytic hierarchy process approach," Energy Policy, Elsevier, vol. 32(10), pages 1151-1158, July.
    4. Kowalski, Katharina & Stagl, Sigrid & Madlener, Reinhard & Omann, Ines, 2009. "Sustainable energy futures: Methodological challenges in combining scenarios and participatory multi-criteria analysis," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1063-1074, September.
    5. Meryem Tahri & Mustapha Hakdaoui & Mohamed Maanan, 2015. "The evaluation of solar farm locations applying Geographic Information System and Multi-Criteria Decision-Making methods: Case study in southern Morocco," Post-Print hal-01185533, HAL.
    6. Diakoulaki, D. & Georgiou, P. & Tourkolias, C. & Georgopoulou, E. & Lalas, D. & Mirasgedis, S. & Sarafidis, Y., 2007. "A multicriteria approach to identify investment opportunities for the exploitation of the clean development mechanism," Energy Policy, Elsevier, vol. 35(2), pages 1088-1099, February.
    7. Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2013. "Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case," Energy, Elsevier, vol. 52(C), pages 126-136.
    8. Ahammed, Faisal & Azeem, Abdullahil, 2013. "Selection of the most appropriate package of Solar Home System using Analytic Hierarchy Process model in rural areas of Bangladesh," Renewable Energy, Elsevier, vol. 55(C), pages 6-11.
    9. Tahri, Meryem & Hakdaoui, Mustapha & Maanan, Mohamed, 2015. "The evaluation of solar farm locations applying Geographic Information System and Multi-Criteria Decision-Making methods: Case study in southern Morocco," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1354-1362.
    10. Aras, Haydar & Erdoğmuş, Şenol & Koç, Eylem, 2004. "Multi-criteria selection for a wind observation station location using analytic hierarchy process," Renewable Energy, Elsevier, vol. 29(8), pages 1383-1392.
    11. Byrnes, Liam & Brown, Colin & Wagner, Liam & Foster, John, 2016. "Reviewing the viability of renewable energy in community electrification: The case of remote Western Australian communities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 470-481.
    12. Thomas L. Saaty, 1977. "The Sudan Transport Study," Interfaces, INFORMS, vol. 8(1-part-2), pages 37-57, November.
    13. Kabir, Golam & Sumi, Razia Sultana, 2014. "Power substation location selection using fuzzy analytic hierarchy process and PROMETHEE: A case study from Bangladesh," Energy, Elsevier, vol. 72(C), pages 717-730.
    14. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    15. Vishnupriyan, J. & Manoharan, P.S., 2018. "Multi-criteria decision analysis for renewable energy integration: A southern India focus," Renewable Energy, Elsevier, vol. 121(C), pages 474-488.
    16. Kaya, Tolga & Kahraman, Cengiz, 2010. "Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul," Energy, Elsevier, vol. 35(6), pages 2517-2527.
    17. Atabaki, Mohammad Saeid & Aryanpur, Vahid, 2018. "Multi-objective optimization for sustainable development of the power sector: An economic, environmental, and social analysis of Iran," Energy, Elsevier, vol. 161(C), pages 493-507.
    18. Abbas Mardani & Ahmad Jusoh & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Zainab Khalifah, 2015. "Sustainable and Renewable Energy: An Overview of the Application of Multiple Criteria Decision Making Techniques and Approaches," Sustainability, MDPI, vol. 7(10), pages 1-38, October.
    19. Lee, Deok Joo & Hwang, Jooho, 2010. "Decision support for selecting exportable nuclear technology using the analytic hierarchy process: A Korean case," Energy Policy, Elsevier, vol. 38(1), pages 161-167, January.
    20. Zangeneh, Ali & Jadid, Shahram & Rahimi-Kian, Ashkan, 2009. "A hierarchical decision making model for the prioritization of distributed generation technologies: A case study for Iran," Energy Policy, Elsevier, vol. 37(12), pages 5752-5763, December.
    21. Haddad, Brahim & Liazid, Abdelkrim & Ferreira, Paula, 2017. "A multi-criteria approach to rank renewables for the Algerian electricity system," Renewable Energy, Elsevier, vol. 107(C), pages 462-472.
    22. Nigim, K. & Munier, N. & Green, J., 2004. "Pre-feasibility MCDM tools to aid communities in prioritizing local viable renewable energy sources," Renewable Energy, Elsevier, vol. 29(11), pages 1775-1791.
    23. John Foster & Liam Wagner & Liam Byrnes, 2014. "A Review of Distributed Generation for Rural and Remote Area Electrification," Energy Economics and Management Group Working Papers 3-2014, School of Economics, University of Queensland, Australia.
    24. Kahraman, Cengiz & Kaya, İhsan & Cebi, Selcuk, 2009. "A comparative analysis for multiattribute selection among renewable energy alternatives using fuzzy axiomatic design and fuzzy analytic hierarchy process," Energy, Elsevier, vol. 34(10), pages 1603-1616.
    25. Wu, Yunna & Xu, Chuanbo & Zhang, Ting, 2018. "Evaluation of renewable power sources using a fuzzy MCDM based on cumulative prospect theory: A case in China," Energy, Elsevier, vol. 147(C), pages 1227-1239.
    26. M.R. Nava & Tugrul U. Daim, 2007. "Evaluating alternative fuels in USA: a proposed forecasting framework using AHP and scenarios," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 7(4), pages 289-313.
    27. Alami Merrouni, Ahmed & Elwali Elalaoui, Fakhreddine & Mezrhab, Ahmed & Mezrhab, Abdelhamid & Ghennioui, Abdellatif, 2018. "Large scale PV sites selection by combining GIS and Analytical Hierarchy Process. Case study: Eastern Morocco," Renewable Energy, Elsevier, vol. 119(C), pages 863-873.
    28. Dias, Luis C. & Antunes, Carlos Henggeler & Dantas, Guilherme & de Castro, Nivalde & Zamboni, Lucca, 2018. "A multi-criteria approach to sort and rank policies based on Delphi qualitative assessments and ELECTRE TRI: The case of smart grids in Brazil," Omega, Elsevier, vol. 76(C), pages 100-111.
    29. Punia Sindhu, Sonal & Nehra, Vijay & Luthra, Sunil, 2016. "Recognition and prioritization of challenges in growth of solar energy using analytical hierarchy process: Indian outlook," Energy, Elsevier, vol. 100(C), pages 332-348.
    30. Beccali, M. & Cellura, M. & Mistretta, M., 2003. "Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology," Renewable Energy, Elsevier, vol. 28(13), pages 2063-2087.
    31. Jamal, Taskin & Urmee, Tania & Calais, Martina & Shafiullah, GM & Carter, Craig, 2017. "Technical challenges of PV deployment into remote Australian electricity networks: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1309-1325.
    32. Afgan, Naim H. & Carvalho, Maria G., 2002. "Multi-criteria assessment of new and renewable energy power plants," Energy, Elsevier, vol. 27(8), pages 739-755.
    33. Azizkhani, Mostafa & Vakili, Abdullah & Noorollahi, Younes & Naseri, Farzin, 2017. "Potential survey of photovoltaic power plants using Analytical Hierarchy Process (AHP) method in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1198-1206.
    34. Büyüközkan, Gülçin & Karabulut, Yağmur & Mukul, Esin, 2018. "A novel renewable energy selection model for United Nations' sustainable development goals," Energy, Elsevier, vol. 165(PA), pages 290-302.
    35. Mallikarjun, Sreekanth & Lewis, Herbert F., 2014. "Energy technology allocation for distributed energy resources: A strategic technology-policy framework," Energy, Elsevier, vol. 72(C), pages 783-799.
    36. Pohekar, S.D. & Ramachandran, M., 2004. "Multi-criteria evaluation of cooking energy alternatives for promoting parabolic solar cooker in India," Renewable Energy, Elsevier, vol. 29(9), pages 1449-1460.
    37. Madlener, Reinhard & Antunes, Carlos Henggeler & Dias, Luis C., 2009. "Assessing the performance of biogas plants with multi-criteria and data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1084-1094, September.
    38. Abdolreza Yazdani-Chamzini & Mohammad Majid Fouladgar & Edmundas Kazimieras Zavadskas & S. Hamzeh Haji Moini, 2013. "Selecting the optimal renewable energy using multi criteria decision making," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(5), pages 957-978, November.
    39. del Río, Pablo & Burguillo, Mercedes, 2008. "Assessing the impact of renewable energy deployment on local sustainability: Towards a theoretical framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(5), pages 1325-1344, June.
    40. Ahmad, Salman & Tahar, Razman Mat, 2014. "Selection of renewable energy sources for sustainable development of electricity generation system using analytic hierarchy process: A case of Malaysia," Renewable Energy, Elsevier, vol. 63(C), pages 458-466.
    41. Kagazyo, T. & Kaneko, K. & Akai, M. & Hijikata, K., 1997. "Methodology and evaluation of priorities for energy and environmental research projects," Energy, Elsevier, vol. 22(2), pages 121-129.
    42. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    43. Daim, Tugrul & Yates, Diane & Peng, Yicheng & Jimenez, Bertha, 2009. "Technology assessment for clean energy technologies: The case of the Pacific Northwest," Technology in Society, Elsevier, vol. 31(3), pages 232-243.
    44. Cannemi, Marco & García-Melón, Mónica & Aragonés-Beltrán, Pablo & Gómez-Navarro, Tomás, 2014. "Modeling decision making as a support tool for policy making on renewable energy development," Energy Policy, Elsevier, vol. 67(C), pages 127-137.
    45. Al Garni, Hassan Z. & Awasthi, Anjali, 2017. "Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia," Applied Energy, Elsevier, vol. 206(C), pages 1225-1240.
    46. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process," Energy Policy, Elsevier, vol. 37(3), pages 788-798, March.
    47. Zhang, Ling & Zhou, Peng & Newton, Sidney & Fang, Jian-xin & Zhou, De-qun & Zhang, Lu-ping, 2015. "Evaluating clean energy alternatives for Jiangsu, China: An improved multi-criteria decision making method," Energy, Elsevier, vol. 90(P1), pages 953-964.
    48. Tsoutsos, Theocharis & Drandaki, Maria & Frantzeskaki, Niki & Iosifidis, Eleftherios & Kiosses, Ioannis, 2009. "Sustainable energy planning by using multi-criteria analysis application in the island of Crete," Energy Policy, Elsevier, vol. 37(5), pages 1587-1600, May.
    49. Ifaei, Pouya & Farid, Alireza & Yoo, ChangKyoo, 2018. "An optimal renewable energy management strategy with and without hydropower using a factor weighted multi-criteria decision making analysis and nation-wide big data - Case study in Iran," Energy, Elsevier, vol. 158(C), pages 357-372.
    50. Cartelle Barros, Juan José & Lara Coira, Manuel & de la Cruz López, María Pilar & del Caño Gochi, Alfredo, 2015. "Assessing the global sustainability of different electricity generation systems," Energy, Elsevier, vol. 89(C), pages 473-489.
    51. Tanwar, Surender Singh & Khatod, D.K., 2017. "Techno-economic and environmental approach for optimal placement and sizing of renewable DGs in distribution system," Energy, Elsevier, vol. 127(C), pages 52-67.
    52. Lee, Seong Kon & Mogi, Gento & Kim, Jong Wook, 2008. "The competitiveness of Korea as a developer of hydrogen energy technology: The AHP approach," Energy Policy, Elsevier, vol. 36(4), pages 1284-1291, April.
    53. Shen, Yung-Chi & Lin, Grace T.R. & Li, Kuang-Pin & Yuan, Benjamin J.C., 2010. "An assessment of exploiting renewable energy sources with concerns of policy and technology," Energy Policy, Elsevier, vol. 38(8), pages 4604-4616, August.
    54. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    55. Luthra, Sunil & Kumar, Sanjay & Garg, Dixit & Haleem, Abid, 2015. "Barriers to renewable/sustainable energy technologies adoption: Indian perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 762-776.
    56. Peterseim, Juergen H. & White, Stuart & Tadros, Amir & Hellwig, Udo, 2013. "Concentrated solar power hybrid plants, which technologies are best suited for hybridisation?," Renewable Energy, Elsevier, vol. 57(C), pages 520-532.
    57. Lee, Amy H.I. & Chen, Hsing Hung & Kang, He-Yau, 2009. "Multi-criteria decision making on strategic selection of wind farms," Renewable Energy, Elsevier, vol. 34(1), pages 120-126.
    58. Ben Campbell & Jon Cloke & Ed Brown, 2016. "Communities of energy," Economic Anthropology, Wiley Blackwell, vol. 3(1), pages 133-144, January.
    59. Ramanathan, R. & Ganesh, L.S., 1995. "Energy alternatives for lighting in households: An evaluation using an integrated goal programming-AHP model," Energy, Elsevier, vol. 20(1), pages 63-72.
    60. Yi, Sul-Ki & Sin, Hwa-Young & Heo, Eunnyeong, 2011. "Selecting sustainable renewable energy source for energy assistance to North Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 554-563, January.
    61. Rojas-Zerpa, Juan C. & Yusta, Jose M., 2015. "Application of multicriteria decision methods for electric supply planning in rural and remote areas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 557-571.
    62. Ahmad, Salman & Nadeem, Abid & Akhanova, Gulzhanat & Houghton, Tom & Muhammad-Sukki, Firdaus, 2017. "Multi-criteria evaluation of renewable and nuclear resources for electricity generation in Kazakhstan," Energy, Elsevier, vol. 141(C), pages 1880-1891.
    63. Karatas, Mumtaz & Sulukan, Egemen & Karacan, Ilknur, 2018. "Assessment of Turkey's energy management performance via a hybrid multi-criteria decision-making methodology," Energy, Elsevier, vol. 153(C), pages 890-912.
    64. Giamalaki, Marina & Tsoutsos, Theocharis, 2019. "Sustainable siting of solar power installations in Mediterranean using a GIS/AHP approach," Renewable Energy, Elsevier, vol. 141(C), pages 64-75.
    65. Heo, Eunnyeong & Kim, Jinsoo & Boo, Kyung-Jin, 2010. "Analysis of the assessment factors for renewable energy dissemination program evaluation using fuzzy AHP," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(8), pages 2214-2220, October.
    66. van de Kaa, Geerten & Rezaei, Jafar & Kamp, Linda & de Winter, Allard, 2014. "Photovoltaic technology selection: A fuzzy MCDM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 662-670.
    67. Jamal, Taskin & Carter, Craig & Schmidt, Thomas & Shafiullah, G.M. & Calais, Martina & Urmee, Tania, 2019. "An energy flow simulation tool for incorporating short-term PV forecasting in a diesel-PV-battery off-grid power supply system," Applied Energy, Elsevier, vol. 254(C).
    68. Davoudpour, Hamid & Rezaee, Sara & Ashrafi, Maryam, 2012. "Developing a framework for renewable technology portfolio selection: A case study at a R&D center," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4291-4297.
    69. Georgopoulou, E. & Sarafidis, Y. & Diakoulaki, D., 1998. "Design and implementation of a group DSS for sustaining renewable energies exploitation," European Journal of Operational Research, Elsevier, vol. 109(2), pages 483-500, September.
    70. Chang, Ching-Ter, 2015. "Multi-choice goal programming model for the optimal location of renewable energy facilities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 379-389.
    71. Lee, Seong Kon & Yoon, Yong Jin & Kim, Jong Wook, 2007. "A study on making a long-term improvement in the national energy efficiency and GHG control plans by the AHP approach," Energy Policy, Elsevier, vol. 35(5), pages 2862-2868, May.
    72. Lombardi, P. & Sokolnikova, T. & Suslov, K. & Voropai, N. & Styczynski, Z.A., 2016. "Isolated power system in Russia: A chance for renewable energies?," Renewable Energy, Elsevier, vol. 90(C), pages 532-541.
    73. Cherni, Judith A. & Dyner, Isaac & Henao, Felipe & Jaramillo, Patricia & Smith, Ricardo & Font, Raul Olalde, 2007. "Energy supply for sustainable rural livelihoods. A multi-criteria decision-support system," Energy Policy, Elsevier, vol. 35(3), pages 1493-1504, March.
    74. Stein, Eric W., 2013. "A comprehensive multi-criteria model to rank electric energy production technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 640-654.
    75. Baseer, M.A. & Rehman, S. & Meyer, J.P. & Alam, Md. Mahbub, 2017. "GIS-based site suitability analysis for wind farm development in Saudi Arabia," Energy, Elsevier, vol. 141(C), pages 1166-1176.
    76. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process," Energy Policy, Elsevier, vol. 37(3), pages 778-787, March.
    77. Muhsen, Dhiaa Halboot & Nabil, Moamen & Haider, Haider Tarish & Khatib, Tamer, 2019. "A novel method for sizing of standalone photovoltaic system using multi-objective differential evolution algorithm and hybrid multi-criteria decision making methods," Energy, Elsevier, vol. 174(C), pages 1158-1175.
    78. Şengül, Ümran & Eren, Miraç & Eslamian Shiraz, Seyedhadi & Gezder, Volkan & Şengül, Ahmet Bilal, 2015. "Fuzzy TOPSIS method for ranking renewable energy supply systems in Turkey," Renewable Energy, Elsevier, vol. 75(C), pages 617-625.
    79. Chen, Tser-Yieth & Yu, Oliver S. & Hsu, George Jyh-yih & Hsu, Fang-Ming & Sung, Wei-Nown, 2009. "Renewable energy technology portfolio planning with scenario analysis: A case study for Taiwan," Energy Policy, Elsevier, vol. 37(8), pages 2900-2906, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rettig, E. & Fischhendler, I. & Schlecht, F., 2023. "The meaning of energy islands: Towards a theoretical framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    2. Shaila Arif & Ata E Rabbi & Shams Uddin Ahmed & Molla Shahadat Hossain Lipu & Taskin Jamal & Tareq Aziz & Mahidur R. Sarker & Amna Riaz & Talal Alharbi & Muhammad Majid Hussain, 2022. "Enhancement of Solar PV Hosting Capacity in a Remote Industrial Microgrid: A Methodical Techno-Economic Approach," Sustainability, MDPI, vol. 14(14), pages 1-23, July.
    3. Zheng, Bingle & Wu, Xiao, 2022. "Integrated capacity configuration and control optimization of off-grid multiple energy system for transient performance improvement," Applied Energy, Elsevier, vol. 311(C).
    4. Daniel Akinyele & Abraham Amole & Elijah Olabode & Ayobami Olusesi & Titus Ajewole, 2021. "Simulation and Analysis Approaches to Microgrid Systems Design: Emerging Trends and Sustainability Framework Application," Sustainability, MDPI, vol. 13(20), pages 1-26, October.
    5. Wang, Xinlin & Wang, Hao & Ahn, Sung-Hoon, 2021. "Demand-side management for off-grid solar-powered microgrids: A case study of rural electrification in Tanzania," Energy, Elsevier, vol. 224(C).
    6. Miao, Huiying & Yu, Yadong & Kharrazi, Ali & Ma, Tieju, 2023. "Multi-criteria decision analysis for the planning of island microgrid system: A case study of Yongxing island, China," Energy, Elsevier, vol. 284(C).
    7. Zeljković, Čedomir & Mršić, Predrag & Erceg, Bojan & Lekić, Đorđe & Kitić, Nemanja & Matić, Petar, 2022. "Optimal sizing of photovoltaic-wind-diesel-battery power supply for mobile telephony base stations," Energy, Elsevier, vol. 242(C).
    8. García-Villoria, Alberto & Domenech, Bruno & Ferrer-Martí, Laia & Juanpera, Marc & Pastor, Rafael, 2020. "Ad-hoc heuristic for design of wind-photovoltaic electrification systems, including management constraints," Energy, Elsevier, vol. 212(C).
    9. Siddik Shakul Hameed & Ramesh Ramadoss & Kannadasan Raju & GM Shafiullah, 2022. "A Framework-Based Wind Forecasting to Assess Wind Potential with Improved Grey Wolf Optimization and Support Vector Regression," Sustainability, MDPI, vol. 14(7), pages 1-29, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Abbas Mardani & Ahmad Jusoh & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Zainab Khalifah, 2015. "Sustainable and Renewable Energy: An Overview of the Application of Multiple Criteria Decision Making Techniques and Approaches," Sustainability, MDPI, vol. 7(10), pages 1-38, October.
    2. Strantzali, Eleni & Aravossis, Konstantinos, 2016. "Decision making in renewable energy investments: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 885-898.
    3. Ishizaka, Alessio & Siraj, Sajid & Nemery, Philippe, 2016. "Which energy mix for the UK (United Kingdom)? An evolutive descriptive mapping with the integrated GAIA (graphical analysis for interactive aid)–AHP (analytic hierarchy process) visualization tool," Energy, Elsevier, vol. 95(C), pages 602-611.
    4. Alkan, Ömer & Albayrak, Özlem Karadağ, 2020. "Ranking of renewable energy sources for regions in Turkey by fuzzy entropy based fuzzy COPRAS and fuzzy MULTIMOORA," Renewable Energy, Elsevier, vol. 162(C), pages 712-726.
    5. Saraswat, S.K. & Digalwar, Abhijeet K., 2021. "Empirical investigation and validation of sustainability indicators for the assessment of energy sources in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    6. Paula Donaduzzi Rigo & Graciele Rediske & Carmen Brum Rosa & Natália Gava Gastaldo & Leandro Michels & Alvaro Luiz Neuenfeldt Júnior & Julio Cezar Mairesse Siluk, 2020. "Renewable Energy Problems: Exploring the Methods to Support the Decision-Making Process," Sustainability, MDPI, vol. 12(23), pages 1-27, December.
    7. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    8. Chiranjib Bhowmik & Sumit Bhowmik & Amitava Ray, 2020. "Optimal green energy source selection: An eclectic decision," Energy & Environment, , vol. 31(5), pages 842-859, August.
    9. Bilgili, Faik & Zarali, Fulya & Ilgün, Miraç Fatih & Dumrul, Cüneyt & Dumrul, Yasemin, 2022. "The evaluation of renewable energy alternatives for sustainable development in Turkey using ‌intuitionistic‌ ‌fuzzy‌-TOPSIS method," Renewable Energy, Elsevier, vol. 189(C), pages 1443-1458.
    10. Büyüközkan, Gülçin & Karabulut, Yağmur, 2017. "Energy project performance evaluation with sustainability perspective," Energy, Elsevier, vol. 119(C), pages 549-560.
    11. Ahmad, Salman & Nadeem, Abid & Akhanova, Gulzhanat & Houghton, Tom & Muhammad-Sukki, Firdaus, 2017. "Multi-criteria evaluation of renewable and nuclear resources for electricity generation in Kazakhstan," Energy, Elsevier, vol. 141(C), pages 1880-1891.
    12. Leezna Saleem & Imran Ahmad Siddiqui & Intikhab Ulfat, 2021. "The prioritization of renewable energy technologies in Pakistan: An urgent need," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2021(1), pages 81-103.
    13. Wu, Yunna & Xu, Chuanbo & Zhang, Ting, 2018. "Evaluation of renewable power sources using a fuzzy MCDM based on cumulative prospect theory: A case in China," Energy, Elsevier, vol. 147(C), pages 1227-1239.
    14. Dongxiao Niu & Hao Zhen & Min Yu & Keke Wang & Lijie Sun & Xiaomin Xu, 2020. "Prioritization of Renewable Energy Alternatives for China by Using a Hybrid FMCDM Methodology with Uncertain Information," Sustainability, MDPI, vol. 12(11), pages 1-26, June.
    15. Haddad, Brahim & Liazid, Abdelkrim & Ferreira, Paula, 2017. "A multi-criteria approach to rank renewables for the Algerian electricity system," Renewable Energy, Elsevier, vol. 107(C), pages 462-472.
    16. Sellak, Hamza & Ouhbi, Brahim & Frikh, Bouchra & Palomares, Iván, 2017. "Towards next-generation energy planning decision-making: An expert-based framework for intelligent decision support," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1544-1577.
    17. Milad Kolagar & Seyed Mohammad Hassan Hosseini & Ramin Felegari & Parviz Fattahi, 2020. "Policy-making for renewable energy sources in search of sustainable development: a hybrid DEA-FBWM approach," Environment Systems and Decisions, Springer, vol. 40(4), pages 485-509, December.
    18. Doukas, Haris, 2013. "Modelling of linguistic variables in multicriteria energy policy support," European Journal of Operational Research, Elsevier, vol. 227(2), pages 227-238.
    19. Saraswat, S.K. & Digalwar, Abhijeet K., 2021. "Evaluation of energy alternatives for sustainable development of energy sector in India: An integrated Shannon’s entropy fuzzy multi-criteria decision approach," Renewable Energy, Elsevier, vol. 171(C), pages 58-74.
    20. Indre Siksnelyte & Edmundas Kazimieras Zavadskas & Dalia Streimikiene & Deepak Sharma, 2018. "An Overview of Multi-Criteria Decision-Making Methods in Dealing with Sustainable Energy Development Issues," Energies, MDPI, vol. 11(10), pages 1-21, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:201:y:2020:i:c:s0360544220306873. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.