How to cite this paper
Hamzah, H., Lestari, R., Sasongko, H., Heirunissa, H & Bekak, D. (2025). Multi-criteria analysis of renewable energy alternatives in southwest Sumba using TOPSIS method with 5C framework.Decision Science Letters , 14(2), 251-264.
Refrences
Abid, M. K., Kumar, M. V., Raj, V. A., & Dhas, M. (2023). Environmental impacts of solar photovoltaic systems in the context of globalisation. Ecological Engineering and Environmental Technology, 24.
Balioti, V., Tzimopoulos, C., & Evangelides, C. (2018, July). Multi-criteria decision making using TOPSIS method under fuzzy environment. Application in spillway selection. In Proceedings (Vol. 2, No. 11, p. 637). MDPI.
Cantore, N., Nussbaumer, P., Wei, M., & Kammen, D. (2016). Promoting renewable energy and energy efficiency in Africa: A framework to evaluate employment generation and cost effectiveness. Environmental Research Letters, 12.
Central Bureau of Statistics. (2024). Indonesia's Economy in the Fourth Quarter of 2023 Grew 5.04 per cent (y-on-y). https://www.bps.go.id/id/pressrelease/2024/02/05/2379/ekonomi-indonesia-triwulan-iv-2023-tumbuh-5-04-persen--y-on-y-.html
Cuviello, L. (2024). Modeling Renewable Energy Communities in Italy: Performance, economics and geographic optimization [Doctoral dissertation, Politecnico di Torino].
Databoks. (2023). Indonesia's Installed Capacity of Renewable Electricity Generation by Energy Source (2023). https://databoks.katadata.co.id/datapublish/2024/01/19/kapasitas-ebt-indonesia
Dincer, I., & Acar, C. (2015). A review on clean energy solutions for better sustainability. International Journal of Energy Research, 39, 585-606.
Dranka, G. G., Ferreira, P., & Vaz, A. I. F. (2020). Cost-effectiveness of energy efficiency investments for high renewable electricity systems. Energy, 198, 117198.
Garba, A. (2021). Biomass conversion technologies for bioenergy generation: An introduction. In Biotechnological applications of biomass. IntechOpen.
Georgiadis, D. R., Mazzuchi, T. A., & Sarkani, S. (2013). Using multi criteria decision making in analysis of alternatives for selection of enabling technology. Systems Engineering, 16(3), 287-303.
Ghenai, C., Albawab, M., & Bettayeb, M. (2020). Sustainability indicators for renewable energy systems using multi-criteria decision-making model and extended SWARA/ARAS hybrid method. Renewable Energy, 146, 580-597.
Guezgouz, M., Jurasz, J., Bekkouche, B., Ma, T., Javed, M. S., & Kies, A. (2019). Optimal hybrid pumped hydro-battery storage scheme for off-grid renewable energy systems. Energy Conversion and Management, 199, 112046.
Guild, J. (2020). The political and institutional constraints on green finance in Indonesia. Journal of Sustainable Finance & Investment, 10, 157-170.
Hassan, Q., Algburi, S., Sameen, A. Z., Salman, H. M., & Jaszczur, M. (2023). A review of hybrid renewable energy systems: Solar and wind-powered solutions: Challenges, opportunities, and policy implications. Results in Engineering, 101621.
Huerta-Reynoso, E. A., López-Aguilar, H. A., Gómez, J. A., Gómez-Méndez, M. G., & Pérez-Hernández, A. (2019). Biogas power energy production from a life cycle thinking. In New Frontiers on Life Cycle Assessment-Theory and Application. IntechOpen.
Hwang, C. L., & Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag. http://dx.doi.org/10.1007/978-3-642-48318-9
Khalid, M. (2024). Technology and Architecture of Smart Grids. In Handbook of Energy and Environment in the 21st Century (pp. 86-108). CRC Press.
Khadem, M. (2019). Economic Valuation of Inter-Annual Reservoir Storage in Water Resources Systems: Theory, Development, and Applications [Doctoral dissertation, The University of Manchester].
Kluts, I., Wicke, B., Leemans, R., & Faaij, A. (2017). Sustainability constraints in determining European bioenergy potential: A review of existing studies and steps forward. Renewable and Sustainable Energy Reviews, 69, 719-734.
Kumar, M. (2020). Social, economic, and environmental impacts of renewable energy resources. In Wind Solar Hybrid Renewable Energy System (pp. 1). IntechOpen.
Ling, J. M., & Mulani, F. I. (2024). Planning and optimization of a residential microgrid utilizing renewable resources and integrated energy storage. Journal of Energy Storage, 97, 112933.
Majhi, A. A. K., & Mohanty, S. (2024). A Comprehensive Review on Internet of Things Applications in Power Systems. IEEE Internet of Things Journal.
Mathu, L. (2023). Determinants of Successful Delivery of Public-Private Partnership Renewable Energy Projects in Kenya [Doctoral dissertation, Strathmore University].
Medina, J. D. C., & Magalhães Jr, A. I. (2021). Ethanol production, current facts, future scenarios, and techno-economic assessment of different biorefinery configurations. Bioethanol Technologies, 23, 1-14.
Mittal, S., Dai, H., Fujimori, S., & Masui, T. (2016). Bridging greenhouse gas emissions and renewable energy deployment targets: comparative assessment of China and India. Applied Energy, 166, 301-313.
Nath, S. (2024). Biotechnology and biofuels: paving the way towards a sustainable and equitable energy for the future. Discover Energy, 4, 8.
NTT Central Bureau of Statistics. (2022). Electric Power Capability. https://ntt.bps.go.id/id/statistics-table/2/NjM0IzI=/kemampuan-daya-listrik.html
Onwosi, C. O., Ozoegwu, C. G., Nwagu, T. N., Nwobodo, T. N., Eke, I. E., Igbokwe, V. C., Ugwuoji, E. T., & Ugwuodo, C. J. (2022). Cattle manure as a sustainable bioenergy source: Prospects and environmental impacts of its utilization as a major feedstock in Nigeria. Bioresource Technology Reports, 19, 101151.
Osman, A. I., Fang, B., Zhang, Y., Liu, Y., Yu, J., Farghali, M., Rashwan, A. K., Chen, Z., Chen, L., Ihara, I., & et al. (2024). Life cycle assessment and techno-economic analysis of sustainable bioenergy production: a review. Environmental Chemistry Letters.
Pérez-Cutiño, M. A., Valverde, J. S., & Díaz-Báñez, J. M. (2022). Detecting broken Absorber Tubes in CSP plants using intelligent sampling and dual loss. arXiv, arXiv:2211.14077.
Sambodo, M. T., Yuliana, C. I., Hidayat, S., Novandra, R., Handoyo, F. W., Farandy, A. R., Inayah, I., & Yuniarti, P. I. (2022). Breaking barriers to low-carbon development in Indonesia: deployment of renewable energy. Heliyon, 8.
Sarkar, S., & Fitzgerald, B. (2022). Fluid inerter for optimal vibration control of floating offshore wind turbine towers. Engineering Structures, 266, 114558.
Schroeder, R. E., Loots, I., Van Dijk, M., & Coetzee, G. L. (2023). Development of a procedure and tool for retrofit hydropower evaluation at South African dams. Water SA, 49, 230-238.
Secretary General of the National Energy Council (Ed.). (2023). Indonesia's energy outlook. National Energy Council.
Shouman, E. R. M. (2020). Global prediction of wind energy market strategy for electricity generation. In Modelling, Simulation and Optimisation of Wind Farms and Hybrid Systems. IntechOpen.
Siciliano, G. (2023). Hydropower, climate change and sustainable energy transitions. In Handbook on Climate Change and Technology. Edward Elgar Publishing.
Singh, Y. D., & Satapathy, K. B. (2018). Conversion of lignocellulosic biomass to bioethanol: an overview with a focus on pretreatment. International Journal of Engineering & Technology, 15, 17-43.
Sulaeman, I., Simatupang, D. P., Noya, B. K., Suryani, A., Moonen, N., Popovic, J., & Leferink, F. (2021). Remote microgrids for energy access in indonesia-part i: Scaling and sustainability challenges and a technology outlook. Energies, 14, 6643.
Surya, B., Muhibuddin, A., Suriani, S., Rasyidi, E. S., Baharuddin, B., Fitriyah, A. T., & Abubakar, H. (2021). Economic evaluation, use of renewable energy, and sustainable urban development of mamminasata metropolitan, Indonesia. Sustainability, 13, 1165.
Teh, J. S., Teoh, Y. H., How, H. G., Le, T. D., Jason, Y. J. J., Nguyen, H. T., & Loo, D. L. (2021). The potential of sustainable biomass producer gas as a waste-to-energy alternative in Malaysia. Sustainability, 13, 3877.
Tephiruk, N., Jamjang, P., Taweesap, A., & Hongesombut, K. (2022). Hybrid energy storage system to enhance efficiency of renewable energy usage. In Proceedings of the 2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) (pp. 1-4). IEEE.
Terrén-Serrano, G., & Martínez-Ramón, M. (2021). Kernel learning for intra-hour solar forecasting with infrared sky images and cloud dynamic feature extraction. Renewable and Sustainable Energy Reviews, 175, 113125.
Tiawon, H., & Miar, M. (2023). The role of renewable energy production, energy efficiency and green finance in achieving sustainable economic development: evidence from Indonesia. International Journal of Energy Economics and Policy, 13, 250-260.
Troldborg, M., Heslop, S., & Hough, R. 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, 39, 1173-1184.
Worighi, I., Maach, A., Hafid, A., Hegazy, O., & Van Mierlo, J. (2019). Integrating renewable energy in smart grid systems: Architecture, virtualisation and analysis. Sustainable Energy, Grids and Networks, 18, 100226.
Xu, R., Zeng, Z., Pan, M., Ziegler, A. D., Holden, J., Spracklen, D. V., & Wood, E. F. (2023). A global-scale framework for hydropower development incorporating strict environmental constraints. Nature Water, 1, 113-122.
Yelmanchli, G. (2018). Smart Solutions and Opportunities for Key Challenges in Renewables Integration and Electric Vehicles Integration to a Conventional Grid. In ISGW 2017: Compendium of Technical Papers: 3rd International Conference and Exhibition on Smart Grids and Smart Cities (pp. 237-249). Springer.
Zeraibi, A., Balsalobre-Lorente, D., & Murshed, M. (2021). The influences of renewable electricity generation, technological innovation, financial development, and economic growth on ecological footprints in ASEAN-5 countries. Environmental Science and Pollution Research, 28, 51003-51021.
Zhang, L., Zhou, P., Newton, S., Fang, J. X., Zhou, D. Q., & Zhang, L. P. (2015). Evaluating clean energy alternatives for Jiangsu, China: An improved multi-criteria decision making method. Energy, 90, 953-964.
Balioti, V., Tzimopoulos, C., & Evangelides, C. (2018, July). Multi-criteria decision making using TOPSIS method under fuzzy environment. Application in spillway selection. In Proceedings (Vol. 2, No. 11, p. 637). MDPI.
Cantore, N., Nussbaumer, P., Wei, M., & Kammen, D. (2016). Promoting renewable energy and energy efficiency in Africa: A framework to evaluate employment generation and cost effectiveness. Environmental Research Letters, 12.
Central Bureau of Statistics. (2024). Indonesia's Economy in the Fourth Quarter of 2023 Grew 5.04 per cent (y-on-y). https://www.bps.go.id/id/pressrelease/2024/02/05/2379/ekonomi-indonesia-triwulan-iv-2023-tumbuh-5-04-persen--y-on-y-.html
Cuviello, L. (2024). Modeling Renewable Energy Communities in Italy: Performance, economics and geographic optimization [Doctoral dissertation, Politecnico di Torino].
Databoks. (2023). Indonesia's Installed Capacity of Renewable Electricity Generation by Energy Source (2023). https://databoks.katadata.co.id/datapublish/2024/01/19/kapasitas-ebt-indonesia
Dincer, I., & Acar, C. (2015). A review on clean energy solutions for better sustainability. International Journal of Energy Research, 39, 585-606.
Dranka, G. G., Ferreira, P., & Vaz, A. I. F. (2020). Cost-effectiveness of energy efficiency investments for high renewable electricity systems. Energy, 198, 117198.
Garba, A. (2021). Biomass conversion technologies for bioenergy generation: An introduction. In Biotechnological applications of biomass. IntechOpen.
Georgiadis, D. R., Mazzuchi, T. A., & Sarkani, S. (2013). Using multi criteria decision making in analysis of alternatives for selection of enabling technology. Systems Engineering, 16(3), 287-303.
Ghenai, C., Albawab, M., & Bettayeb, M. (2020). Sustainability indicators for renewable energy systems using multi-criteria decision-making model and extended SWARA/ARAS hybrid method. Renewable Energy, 146, 580-597.
Guezgouz, M., Jurasz, J., Bekkouche, B., Ma, T., Javed, M. S., & Kies, A. (2019). Optimal hybrid pumped hydro-battery storage scheme for off-grid renewable energy systems. Energy Conversion and Management, 199, 112046.
Guild, J. (2020). The political and institutional constraints on green finance in Indonesia. Journal of Sustainable Finance & Investment, 10, 157-170.
Hassan, Q., Algburi, S., Sameen, A. Z., Salman, H. M., & Jaszczur, M. (2023). A review of hybrid renewable energy systems: Solar and wind-powered solutions: Challenges, opportunities, and policy implications. Results in Engineering, 101621.
Huerta-Reynoso, E. A., López-Aguilar, H. A., Gómez, J. A., Gómez-Méndez, M. G., & Pérez-Hernández, A. (2019). Biogas power energy production from a life cycle thinking. In New Frontiers on Life Cycle Assessment-Theory and Application. IntechOpen.
Hwang, C. L., & Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag. http://dx.doi.org/10.1007/978-3-642-48318-9
Khalid, M. (2024). Technology and Architecture of Smart Grids. In Handbook of Energy and Environment in the 21st Century (pp. 86-108). CRC Press.
Khadem, M. (2019). Economic Valuation of Inter-Annual Reservoir Storage in Water Resources Systems: Theory, Development, and Applications [Doctoral dissertation, The University of Manchester].
Kluts, I., Wicke, B., Leemans, R., & Faaij, A. (2017). Sustainability constraints in determining European bioenergy potential: A review of existing studies and steps forward. Renewable and Sustainable Energy Reviews, 69, 719-734.
Kumar, M. (2020). Social, economic, and environmental impacts of renewable energy resources. In Wind Solar Hybrid Renewable Energy System (pp. 1). IntechOpen.
Ling, J. M., & Mulani, F. I. (2024). Planning and optimization of a residential microgrid utilizing renewable resources and integrated energy storage. Journal of Energy Storage, 97, 112933.
Majhi, A. A. K., & Mohanty, S. (2024). A Comprehensive Review on Internet of Things Applications in Power Systems. IEEE Internet of Things Journal.
Mathu, L. (2023). Determinants of Successful Delivery of Public-Private Partnership Renewable Energy Projects in Kenya [Doctoral dissertation, Strathmore University].
Medina, J. D. C., & Magalhães Jr, A. I. (2021). Ethanol production, current facts, future scenarios, and techno-economic assessment of different biorefinery configurations. Bioethanol Technologies, 23, 1-14.
Mittal, S., Dai, H., Fujimori, S., & Masui, T. (2016). Bridging greenhouse gas emissions and renewable energy deployment targets: comparative assessment of China and India. Applied Energy, 166, 301-313.
Nath, S. (2024). Biotechnology and biofuels: paving the way towards a sustainable and equitable energy for the future. Discover Energy, 4, 8.
NTT Central Bureau of Statistics. (2022). Electric Power Capability. https://ntt.bps.go.id/id/statistics-table/2/NjM0IzI=/kemampuan-daya-listrik.html
Onwosi, C. O., Ozoegwu, C. G., Nwagu, T. N., Nwobodo, T. N., Eke, I. E., Igbokwe, V. C., Ugwuoji, E. T., & Ugwuodo, C. J. (2022). Cattle manure as a sustainable bioenergy source: Prospects and environmental impacts of its utilization as a major feedstock in Nigeria. Bioresource Technology Reports, 19, 101151.
Osman, A. I., Fang, B., Zhang, Y., Liu, Y., Yu, J., Farghali, M., Rashwan, A. K., Chen, Z., Chen, L., Ihara, I., & et al. (2024). Life cycle assessment and techno-economic analysis of sustainable bioenergy production: a review. Environmental Chemistry Letters.
Pérez-Cutiño, M. A., Valverde, J. S., & Díaz-Báñez, J. M. (2022). Detecting broken Absorber Tubes in CSP plants using intelligent sampling and dual loss. arXiv, arXiv:2211.14077.
Sambodo, M. T., Yuliana, C. I., Hidayat, S., Novandra, R., Handoyo, F. W., Farandy, A. R., Inayah, I., & Yuniarti, P. I. (2022). Breaking barriers to low-carbon development in Indonesia: deployment of renewable energy. Heliyon, 8.
Sarkar, S., & Fitzgerald, B. (2022). Fluid inerter for optimal vibration control of floating offshore wind turbine towers. Engineering Structures, 266, 114558.
Schroeder, R. E., Loots, I., Van Dijk, M., & Coetzee, G. L. (2023). Development of a procedure and tool for retrofit hydropower evaluation at South African dams. Water SA, 49, 230-238.
Secretary General of the National Energy Council (Ed.). (2023). Indonesia's energy outlook. National Energy Council.
Shouman, E. R. M. (2020). Global prediction of wind energy market strategy for electricity generation. In Modelling, Simulation and Optimisation of Wind Farms and Hybrid Systems. IntechOpen.
Siciliano, G. (2023). Hydropower, climate change and sustainable energy transitions. In Handbook on Climate Change and Technology. Edward Elgar Publishing.
Singh, Y. D., & Satapathy, K. B. (2018). Conversion of lignocellulosic biomass to bioethanol: an overview with a focus on pretreatment. International Journal of Engineering & Technology, 15, 17-43.
Sulaeman, I., Simatupang, D. P., Noya, B. K., Suryani, A., Moonen, N., Popovic, J., & Leferink, F. (2021). Remote microgrids for energy access in indonesia-part i: Scaling and sustainability challenges and a technology outlook. Energies, 14, 6643.
Surya, B., Muhibuddin, A., Suriani, S., Rasyidi, E. S., Baharuddin, B., Fitriyah, A. T., & Abubakar, H. (2021). Economic evaluation, use of renewable energy, and sustainable urban development of mamminasata metropolitan, Indonesia. Sustainability, 13, 1165.
Teh, J. S., Teoh, Y. H., How, H. G., Le, T. D., Jason, Y. J. J., Nguyen, H. T., & Loo, D. L. (2021). The potential of sustainable biomass producer gas as a waste-to-energy alternative in Malaysia. Sustainability, 13, 3877.
Tephiruk, N., Jamjang, P., Taweesap, A., & Hongesombut, K. (2022). Hybrid energy storage system to enhance efficiency of renewable energy usage. In Proceedings of the 2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) (pp. 1-4). IEEE.
Terrén-Serrano, G., & Martínez-Ramón, M. (2021). Kernel learning for intra-hour solar forecasting with infrared sky images and cloud dynamic feature extraction. Renewable and Sustainable Energy Reviews, 175, 113125.
Tiawon, H., & Miar, M. (2023). The role of renewable energy production, energy efficiency and green finance in achieving sustainable economic development: evidence from Indonesia. International Journal of Energy Economics and Policy, 13, 250-260.
Troldborg, M., Heslop, S., & Hough, R. 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, 39, 1173-1184.
Worighi, I., Maach, A., Hafid, A., Hegazy, O., & Van Mierlo, J. (2019). Integrating renewable energy in smart grid systems: Architecture, virtualisation and analysis. Sustainable Energy, Grids and Networks, 18, 100226.
Xu, R., Zeng, Z., Pan, M., Ziegler, A. D., Holden, J., Spracklen, D. V., & Wood, E. F. (2023). A global-scale framework for hydropower development incorporating strict environmental constraints. Nature Water, 1, 113-122.
Yelmanchli, G. (2018). Smart Solutions and Opportunities for Key Challenges in Renewables Integration and Electric Vehicles Integration to a Conventional Grid. In ISGW 2017: Compendium of Technical Papers: 3rd International Conference and Exhibition on Smart Grids and Smart Cities (pp. 237-249). Springer.
Zeraibi, A., Balsalobre-Lorente, D., & Murshed, M. (2021). The influences of renewable electricity generation, technological innovation, financial development, and economic growth on ecological footprints in ASEAN-5 countries. Environmental Science and Pollution Research, 28, 51003-51021.
Zhang, L., Zhou, P., Newton, S., Fang, J. X., Zhou, D. Q., & Zhang, L. P. (2015). Evaluating clean energy alternatives for Jiangsu, China: An improved multi-criteria decision making method. Energy, 90, 953-964.