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Published in: International Journal of Energy and Environmental Engineering 2/2021

01-01-2021 | Original Research

Spatio-temporal assessment and economic analysis of a grid-connected island province toward a 35% or greater domestic renewable energy portfolio: a case in Bohol, Philippines

Authors: Dave J. Pojadas, Michael Lochinvar Sim Abundo

Published in: International Journal of Energy and Environmental Engineering | Issue 2/2021

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Abstract

The year 2020 marks the start of the implementation of the Renewable Portfolio Standards in the Philippines. To raise the country’s renewable energy (RE) share to 35% by 2030 (aspirational target), an annual minimum incremental RE of 1% has been imposed to all mandated participants. This local-level policy implementation has allowed the assessment of RE resource adequacy to be carried out on a smaller geographical scale (i.e., province level). The case for grid-connected island provinces, such as our study area, can be more interesting because of the opportunity to self-sustainable energy production. In this paper, we assess the adequacy of domestic RE resources of Bohol province to reach this target by estimating the technical potential of solar, wind, biomass, and hydropower using spatio-temporal datasets. Then, for every identified potential RE project, we calculate the busbar levelized cost. We also evaluate the province's base RE share to assess the extent to which the technical potential can improve its RE penetration in four distinct domestic and imported energy generation scenarios. With 20 different scenarios of additional RE capacity, we generate RE portfolios for the minimum target RE share (35%), as well as the 50% and maximum. The results revealed that, when the country’s RE penetration continues, Bohol’s hydropower potential is not enough to meet the 35% target. Seasonal renewables are also insufficient for a 50% target. In several scenarios, the province’s energy self-sustainability can be possible at reasonable costs when variable RE technologies are included in the portfolio.

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Literature
1.
go back to reference Department of Energy: Providing rules and guidelines governing the establishment of the Renewable Portfolio Standard (RPS). Taguig City, Philippines, (2017) Department of Energy: Providing rules and guidelines governing the establishment of the Renewable Portfolio Standard (RPS). Taguig City, Philippines, (2017)
3.
go back to reference BEDAG-TWG: “Bohol Island Power Development Plan 2016–2045,” Bohol Provincial Planning and Development Office, Tagbilaran City, Philippines (2018) BEDAG-TWG: “Bohol Island Power Development Plan 2016–2045,” Bohol Provincial Planning and Development Office, Tagbilaran City, Philippines (2018)
5.
go back to reference Van Dael, M., Van Passel, S., Pelkmans, L., Guisson, R., Swinnen, G., Schreurs, E.: Determining potential locations for biomass valorization using a macro screening approach. Biomass Bioenergy 45, 175–186 (2012) Van Dael, M., Van Passel, S., Pelkmans, L., Guisson, R., Swinnen, G., Schreurs, E.: Determining potential locations for biomass valorization using a macro screening approach. Biomass Bioenergy 45, 175–186 (2012)
6.
go back to reference Baseer, M.A., Rehman, S., Meyer, J.P., Alam, M.M.: GIS-based site suitability analysis for wind farm development in Saudi Arabia. Energy 141, 1166–1176 (2017) Baseer, M.A., Rehman, S., Meyer, J.P., Alam, M.M.: GIS-based site suitability analysis for wind farm development in Saudi Arabia. Energy 141, 1166–1176 (2017)
7.
go back to reference Jangid, J., et al.: Potential zones identification for harvesting wind energy resources in desert region of India—A multi criteria evaluation approach using remote sensing and GIS. Renew. Sustain. Energy Rev. 65, 1–10 (2016) Jangid, J., et al.: Potential zones identification for harvesting wind energy resources in desert region of India—A multi criteria evaluation approach using remote sensing and GIS. Renew. Sustain. Energy Rev. 65, 1–10 (2016)
8.
go back to reference Höfer, T., Sunak, Y., Siddique, H., Madlener, R.: Wind farm siting using a spatial Analytic Hierarchy Process approach: a case study of the Städteregion Aachen. Appl. Energy 163, 222–243 (2016) Höfer, T., Sunak, Y., Siddique, H., Madlener, R.: Wind farm siting using a spatial Analytic Hierarchy Process approach: a case study of the Städteregion Aachen. Appl. Energy 163, 222–243 (2016)
9.
go back to reference Tegou, L.I., Polatidis, H., Haralambopoulos, D.A.: Environmental management framework for wind farm siting: Methodology and case study. J. Environ. Manage 91, 2134–2147 (2010) Tegou, L.I., Polatidis, H., Haralambopoulos, D.A.: Environmental management framework for wind farm siting: Methodology and case study. J. Environ. Manage 91, 2134–2147 (2010)
10.
go back to reference Uyan, M.: GIS-based solar farms site selection using analytic hierarchy process (AHP) in Karapinar region, Konya/Turkey. Renew. Sustain. Energy Rev. 28, 11–17 (2013) Uyan, M.: GIS-based solar farms site selection using analytic hierarchy process (AHP) in Karapinar region, Konya/Turkey. Renew. Sustain. Energy Rev. 28, 11–17 (2013)
11.
go back to reference Ali, S., Taweekun, J., Techato, K., Waewsak, J., Gyawali, S.: GIS based site suitability assessment for wind and solar farms in Songkhla, Thailand. Renew. Energy 132, 1360–1372 (2019) Ali, S., Taweekun, J., Techato, K., Waewsak, J., Gyawali, S.: GIS based site suitability assessment for wind and solar farms in Songkhla, Thailand. Renew. Energy 132, 1360–1372 (2019)
12.
go back to reference Watson, J.J.W., Hudson, M.D.: Landscape and Urban Planning Regional Scale wind farm and solar farm suitability assessment using GIS-assisted multi-criteria evaluation. Landsc. Urban Plan. 138, 20–31 (2015) Watson, J.J.W., Hudson, M.D.: Landscape and Urban Planning Regional Scale wind farm and solar farm suitability assessment using GIS-assisted multi-criteria evaluation. Landsc. Urban Plan. 138, 20–31 (2015)
13.
go back to reference Vasileiou, M., Loukogeorgaki, E., Vagiona, D.G.: GIS-based multi-criteria decision analysis for site selection of hybrid offshore wind and wave energy systems in Greece. Renew. Sustain. Energy Rev. 73, 745–757 (2017) Vasileiou, M., Loukogeorgaki, E., Vagiona, D.G.: GIS-based multi-criteria decision analysis for site selection of hybrid offshore wind and wave energy systems in Greece. Renew. Sustain. Energy Rev. 73, 745–757 (2017)
14.
go back to reference Konstantinos, I., Georgios, T., Garyfalos, A.: A Decision Support System methodology for selecting wind farm installation locations using AHP and TOPSIS: Case study in Eastern Macedonia and Thrace region, Greece. Energy Policy 132, 232–246 (2019) Konstantinos, I., Georgios, T., Garyfalos, A.: A Decision Support System methodology for selecting wind farm installation locations using AHP and TOPSIS: Case study in Eastern Macedonia and Thrace region, Greece. Energy Policy 132, 232–246 (2019)
15.
go back to reference Atici, K.B., Simsek, A.B., Ulucan, A., Tosun, M.U.: A GIS-based Multiple Criteria Decision Analysis approach for wind power plant site selection. Util. Policy 37, 86–96 (2015) Atici, K.B., Simsek, A.B., Ulucan, A., Tosun, M.U.: A GIS-based Multiple Criteria Decision Analysis approach for wind power plant site selection. Util. Policy 37, 86–96 (2015)
16.
go back to reference M. Tavana, F. J. SantosArteaga, S. Mohammadi, and M. Alimohammadi, “A fuzzy multi-criteria spatial decision support system for solar farm location planning,” Energy Strateg. Rev., vol. 18, pp. 93–105, 2017. M. Tavana, F. J. SantosArteaga, S. Mohammadi, and M. Alimohammadi, “A fuzzy multi-criteria spatial decision support system for solar farm location planning,” Energy Strateg. Rev., vol. 18, pp. 93–105, 2017.
17.
go back to reference Shorabeh, S.N., Firozjaei, M.K., Nematollahi, O., Firozjaei, H.K., Jelokhani-Niaraki, M.: A risk-based multi-criteria spatial decision analysis for solar power plant site selection in different climates: A case study in Iran. Renew. Energy 143, 958–973 (2019) Shorabeh, S.N., Firozjaei, M.K., Nematollahi, O., Firozjaei, H.K., Jelokhani-Niaraki, M.: A risk-based multi-criteria spatial decision analysis for solar power plant site selection in different climates: A case study in Iran. Renew. Energy 143, 958–973 (2019)
18.
go back to reference Noorollahi, Y., Yousefi, H., Mohammadi, M.: Multi-criteria decision support system for wind farm site selection using GIS. Sustain. Energy Technol. Assess. 13, 38–50 (2016) Noorollahi, Y., Yousefi, H., Mohammadi, M.: Multi-criteria decision support system for wind farm site selection using GIS. Sustain. Energy Technol. Assess. 13, 38–50 (2016)
19.
go back to reference Ayodele, T.R., Ogunjuyigbe, A.S.O., Odigie, O., Munda, J.L.: A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria. Appl. Energy 228, 1853–1869 (2018) Ayodele, T.R., Ogunjuyigbe, A.S.O., Odigie, O., Munda, J.L.: A multi-criteria GIS based model for wind farm site selection using interval type-2 fuzzy analytic hierarchy process: The case study of Nigeria. Appl. Energy 228, 1853–1869 (2018)
20.
go back to reference Sánchez-lozano, J.M., García-cascales, M.S., Lamata, M.T.: GIS-based onshore wind farm site selection using Fuzzy Multi-Criteria Decision Making methods. Evaluating the case of Southeastern Spain. Appl. Energy 171, 86–102 (2016) Sánchez-lozano, J.M., García-cascales, M.S., Lamata, M.T.: GIS-based onshore wind farm site selection using Fuzzy Multi-Criteria Decision Making methods. Evaluating the case of Southeastern Spain. Appl. Energy 171, 86–102 (2016)
21.
go back to reference Villacreses, G., Gaona, G., Martínez-Gómez, J., Jijón, D.J.: Wind farms suitability location using geographical information system (GIS), based on multi-criteria decision making (MCDM) methods: The case of continental Ecuador. Renew. Energy 109, 275–286 (2017) Villacreses, G., Gaona, G., Martínez-Gómez, J., Jijón, D.J.: Wind farms suitability location using geographical information system (GIS), based on multi-criteria decision making (MCDM) methods: The case of continental Ecuador. Renew. Energy 109, 275–286 (2017)
22.
go back to reference Vafaeipour, M., Zolfani, S.H., Varzandeh, M.H.M., Derakhti, A., Eshkalag, M.K.: Assessment of regions priority for implementation of solar projects in Iran: New application of a hybrid multi-criteria decision making approach. Energy Convers. Manag. 86, 653–663 (2014) Vafaeipour, M., Zolfani, S.H., Varzandeh, M.H.M., Derakhti, A., Eshkalag, M.K.: Assessment of regions priority for implementation of solar projects in Iran: New application of a hybrid multi-criteria decision making approach. Energy Convers. Manag. 86, 653–663 (2014)
23.
go back to reference Perpiña Castillo, C., Batista e silva, F., Lavalle, C.: “An assessment of the regional potential for solar power generation in EU-28. Energy Policy 88, 86–99 (2016) Perpiña Castillo, C., Batista e silva, F., Lavalle, C.: “An assessment of the regional potential for solar power generation in EU-28. Energy Policy 88, 86–99 (2016)
24.
go back to reference Mahdy, M., Bahaj, A.B.S.: Multi criteria decision analysis for offshore wind energy potential in Egypt. Renew. Energy 118, 278–289 (2018) Mahdy, M., Bahaj, A.B.S.: Multi criteria decision analysis for offshore wind energy potential in Egypt. Renew. Energy 118, 278–289 (2018)
25.
go back to reference Mensour, O.N., El Ghazzani, B., Hlimi, B., Ihlal, A.: A geographical information system-based multi-criteria method for the evaluation of solar farms locations: a case study in Souss-Massa area, southern Morocco. Energy 182, 900–919 (2019) Mensour, O.N., El Ghazzani, B., Hlimi, B., Ihlal, A.: A geographical information system-based multi-criteria method for the evaluation of solar farms locations: a case study in Souss-Massa area, southern Morocco. Energy 182, 900–919 (2019)
26.
go back to reference Gavériaux, L., Laverrière, G., Wang, T., Maslov, N., Claramunt, C.: Annals of GIS GIS-based multi-criteria analysis for offshore wind turbine deployment in Hong Kong. Ann. GIS 25(3), 207–218 (2019) Gavériaux, L., Laverrière, G., Wang, T., Maslov, N., Claramunt, C.: Annals of GIS GIS-based multi-criteria analysis for offshore wind turbine deployment in Hong Kong. Ann. GIS 25(3), 207–218 (2019)
27.
go back to reference Ghasemi, G., Noorollahi, Y., Alavi, H., Marzband, M., Shahbazi, M.: Theoretical and technical potential evaluation of solar power generation in Iran. Renew. Energy 138, 1250–1261 (2019) Ghasemi, G., Noorollahi, Y., Alavi, H., Marzband, M., Shahbazi, M.: Theoretical and technical potential evaluation of solar power generation in Iran. Renew. Energy 138, 1250–1261 (2019)
28.
go back to reference Dhunny, A.Z., Doorga, J.R.S., Allam, Z., Lollchund, M.R., Boojhawon, R.: Identification of optimal wind, solar and hybrid wind-solar farming sites using fuzzy logic modelling. Energy 188, 116056 (2019) Dhunny, A.Z., Doorga, J.R.S., Allam, Z., Lollchund, M.R., Boojhawon, R.: Identification of optimal wind, solar and hybrid wind-solar farming sites using fuzzy logic modelling. Energy 188, 116056 (2019)
29.
go back to reference Doorga, J.R.S., Rughooputh, S.D.D.V., Boojhawon, R.: Multi-criteria GIS-based modelling technique for identifying potential solar farm sites: a case study in Mauritius. Renew. Energy 133, 1201–1219 (2019) Doorga, J.R.S., Rughooputh, S.D.D.V., Boojhawon, R.: Multi-criteria GIS-based modelling technique for identifying potential solar farm sites: a case study in Mauritius. Renew. Energy 133, 1201–1219 (2019)
30.
go back to reference Asakereh, A., Soleymani, M., Sheikhdavoodi, M.J.: A GIS-based Fuzzy-AHP method for the evaluation of solar farms locations: case study in Khuzestan province, Iran. Sol. Energy 155, 342–353 (2017) Asakereh, A., Soleymani, M., Sheikhdavoodi, M.J.: A GIS-based Fuzzy-AHP method for the evaluation of solar farms locations: case study in Khuzestan province, Iran. Sol. Energy 155, 342–353 (2017)
31.
go back to reference Farthing, A., Carbajales-Dale, M., Mason, S., Carbajales-Dale, P., Matta, P.: Utility-Scale Solar PV in South Carolina: Analysis of Suitable Lands and Geographical Potential. Biophys. Econ. Resour. Qual. 1(2), 1–15 (2016) Farthing, A., Carbajales-Dale, M., Mason, S., Carbajales-Dale, P., Matta, P.: Utility-Scale Solar PV in South Carolina: Analysis of Suitable Lands and Geographical Potential. Biophys. Econ. Resour. Qual. 1(2), 1–15 (2016)
32.
go back to reference Deshmukh, R., Wu, G.C., Callaway, D.S., Phadke, A.: Geospatial and techno-economic analysis of wind and solar resources in India. Renew. Energy 134, 947–960 (2019) Deshmukh, R., Wu, G.C., Callaway, D.S., Phadke, A.: Geospatial and techno-economic analysis of wind and solar resources in India. Renew. Energy 134, 947–960 (2019)
33.
go back to reference Pantusa, D., Tomasicchio, G.R.: Large-scale offshore wind production in the Mediterranean Sea. Cogent Eng. 6(1), 1–20 (2019) Pantusa, D., Tomasicchio, G.R.: Large-scale offshore wind production in the Mediterranean Sea. Cogent Eng. 6(1), 1–20 (2019)
34.
go back to reference Schallenberg-Rodríguez, J., Montesdeoca, N.G.: Spatial planning to estimate the offshore wind energy potential in coastal regions and islands. Practical case: The Canary Islands. Energy 143, 91–103 (2018) Schallenberg-Rodríguez, J., Montesdeoca, N.G.: Spatial planning to estimate the offshore wind energy potential in coastal regions and islands. Practical case: The Canary Islands. Energy 143, 91–103 (2018)
35.
go back to reference Kim, T., Park, J., Maeng, J.: Offshore wind farm site selection study around Jeju Island, South Korea. Renew. Energy 94, 619–628 (2016) Kim, T., Park, J., Maeng, J.: Offshore wind farm site selection study around Jeju Island, South Korea. Renew. Energy 94, 619–628 (2016)
36.
go back to reference Anwarzai, M.A., Nagasaka, K.: Utility-scale implementable potential of wind and solar energies for Afghanistan using GIS multi-criteria decision analysis. Renew. Sustain. Energy Rev. 71, 150–160 (2017) Anwarzai, M.A., Nagasaka, K.: Utility-scale implementable potential of wind and solar energies for Afghanistan using GIS multi-criteria decision analysis. Renew. Sustain. Energy Rev. 71, 150–160 (2017)
37.
go back to reference Kim, C., Jang, S., Kim, T.Y.: Site selection for offshore wind farms in the southwest coast of South Korea. Renew. Energy 120, 151–162 (2018) Kim, C., Jang, S., Kim, T.Y.: Site selection for offshore wind farms in the southwest coast of South Korea. Renew. Energy 120, 151–162 (2018)
38.
go back to reference Polo, J., Bernardos, A., Navarro, A.A., Fernandez-peruchena, C.M., Ramírez, L., Guisado, M.V.: Solar resources and power potential mapping in Vietnam using satellite-derived and GIS-based information. Energy Convers. Manag. 98, 348–358 (2015) Polo, J., Bernardos, A., Navarro, A.A., Fernandez-peruchena, C.M., Ramírez, L., Guisado, M.V.: Solar resources and power potential mapping in Vietnam using satellite-derived and GIS-based information. Energy Convers. Manag. 98, 348–358 (2015)
39.
go back to reference Mentis, D., Siyal, S.H., Korkovelos, A., Howells, M.: A geospatial assessment of the techno-economic wind power potential in India using geographical restrictions. Renew. Energy 97, 77–88 (2016) Mentis, D., Siyal, S.H., Korkovelos, A., Howells, M.: A geospatial assessment of the techno-economic wind power potential in India using geographical restrictions. Renew. Energy 97, 77–88 (2016)
40.
go back to reference Manomaiphiboon, K., Paton, C.P., Prabamroong, T., Rajpreeja, N., Assareh, N., Siriwan, M.: Wind energy potential analysis for Thailand: Uncertainty from wind maps and sensitivity to turbine technology. Int. J. Green Energy 14(6), 528–539 (2017) Manomaiphiboon, K., Paton, C.P., Prabamroong, T., Rajpreeja, N., Assareh, N., Siriwan, M.: Wind energy potential analysis for Thailand: Uncertainty from wind maps and sensitivity to turbine technology. Int. J. Green Energy 14(6), 528–539 (2017)
41.
go back to reference Wong, M.S., et al.: Estimation of Hong Kong’s solar energy potential using GIS and remote sensing technologies. Renew. Energy 99, 325–335 (2016) Wong, M.S., et al.: Estimation of Hong Kong’s solar energy potential using GIS and remote sensing technologies. Renew. Energy 99, 325–335 (2016)
42.
go back to reference Kusre, B.C., Baruah, D.C., Bordoloi, P.K., Patra, S.C.: Assessment of hydropower potential using GIS and hydrological modeling technique in Kopili River basin in Assam (India). Appl. Energy 87, 298–309 (2010) Kusre, B.C., Baruah, D.C., Bordoloi, P.K., Patra, S.C.: Assessment of hydropower potential using GIS and hydrological modeling technique in Kopili River basin in Assam (India). Appl. Energy 87, 298–309 (2010)
43.
go back to reference Bódis, K., Monforti, F., Szabó, S.: Could Europe have more mini hydro sites? A suitability analysis based on continentally harmonized geographical and hydrological data. Renew. Sustain. Energy Rev. 37, 794–808 (2014) Bódis, K., Monforti, F., Szabó, S.: Could Europe have more mini hydro sites? A suitability analysis based on continentally harmonized geographical and hydrological data. Renew. Sustain. Energy Rev. 37, 794–808 (2014)
44.
go back to reference Pandey, A., Lalrempuia, D., Jain, S.K.: Assessment of hydropower potential using spatial technology and SWAT modelling in the Mat River, southern Mizoram, India. Hydrol. Sci. J. 60(10), 1651–1665 (2015) Pandey, A., Lalrempuia, D., Jain, S.K.: Assessment of hydropower potential using spatial technology and SWAT modelling in the Mat River, southern Mizoram, India. Hydrol. Sci. J. 60(10), 1651–1665 (2015)
45.
go back to reference Tarife, R.P., Tahud, A.P., Gulben, E.J.G., Macalisang, H.A.R.C.P., Ignacio, M.T.T.: Application of geographic information system (GIS) in hydropower resource assessment: a case study in Misamis Occidental, Philippines. Int. J. Environ. Sci. Dev. 8(7), 507–511 (2017) Tarife, R.P., Tahud, A.P., Gulben, E.J.G., Macalisang, H.A.R.C.P., Ignacio, M.T.T.: Application of geographic information system (GIS) in hydropower resource assessment: a case study in Misamis Occidental, Philippines. Int. J. Environ. Sci. Dev. 8(7), 507–511 (2017)
46.
go back to reference Garegnani, G., Sacchelli, S., Balest, J., Zambelli, P.: GIS-based approach for assessing the energy potential and the financial feasibility of run-off-river hydropower in Alpine valleys. Appl. Energy 216, 709–723 (2018) Garegnani, G., Sacchelli, S., Balest, J., Zambelli, P.: GIS-based approach for assessing the energy potential and the financial feasibility of run-off-river hydropower in Alpine valleys. Appl. Energy 216, 709–723 (2018)
47.
go back to reference Beccali, M., Columba, P., Alberti, V.D., Franzitta, V.: Assessment of bioenergy potential in Sicily: A GIS-based support methodology. Biomass Bioenerg. 33, 79–87 (2009) Beccali, M., Columba, P., Alberti, V.D., Franzitta, V.: Assessment of bioenergy potential in Sicily: A GIS-based support methodology. Biomass Bioenerg. 33, 79–87 (2009)
48.
go back to reference Grilli, G., Garegnani, G., Geri, F., Ciolli, M.: Cost-benefit analysis with GIS: an open source module for the forest bioenergy sector. Energy Procedia 107, 175–179 (2017) Grilli, G., Garegnani, G., Geri, F., Ciolli, M.: Cost-benefit analysis with GIS: an open source module for the forest bioenergy sector. Energy Procedia 107, 175–179 (2017)
49.
go back to reference Teixeira, T.R., et al.: Forest biomass power plant installation scenarios. Biomass Bioenerg. 108, 35–47 (2018) Teixeira, T.R., et al.: Forest biomass power plant installation scenarios. Biomass Bioenerg. 108, 35–47 (2018)
51.
go back to reference Deng, Y.Y., et al.: Quantifying a realistic, worldwide wind and solar electricity supply. Glob. Environ. Chang. 31, 239–252 (2015) Deng, Y.Y., et al.: Quantifying a realistic, worldwide wind and solar electricity supply. Glob. Environ. Chang. 31, 239–252 (2015)
52.
go back to reference Nagababu, G., Kachhwaha, S.S., Savsani, V.: Estimation of technical and economic potential of offshore wind along the coast of India. Energy 138, 79–91 (2017) Nagababu, G., Kachhwaha, S.S., Savsani, V.: Estimation of technical and economic potential of offshore wind along the coast of India. Energy 138, 79–91 (2017)
53.
go back to reference Hong, L., Möller, B.: Offshore wind energy potential in China: Under technical, spatial and economic constraints. Energy 36, 4482–4491 (2020) Hong, L., Möller, B.: Offshore wind energy potential in China: Under technical, spatial and economic constraints. Energy 36, 4482–4491 (2020)
54.
go back to reference Soulouknga, M.H., Oyedepo, S.O., Doka, S.Y., Kofane, T.C.: Evaluation of the cost of producing wind-generated electricity in Chad. Int. J. Energy Environ. Eng. 11(2), 275–287 (2020) Soulouknga, M.H., Oyedepo, S.O., Doka, S.Y., Kofane, T.C.: Evaluation of the cost of producing wind-generated electricity in Chad. Int. J. Energy Environ. Eng. 11(2), 275–287 (2020)
55.
go back to reference Ohunakin, O.S., Oyewola, O.M., Adaramola, M.S.: Economic analysis of wind energy conversion systems using levelized cost of electricity and present value cost methods in Nigeria. Int. J. Energy Environ. Eng. 4(2), 2–9 (2013) Ohunakin, O.S., Oyewola, O.M., Adaramola, M.S.: Economic analysis of wind energy conversion systems using levelized cost of electricity and present value cost methods in Nigeria. Int. J. Energy Environ. Eng. 4(2), 2–9 (2013)
56.
go back to reference Ram, M., Child, M., Aghahosseini, A., Bogdanov, D., Lohrmann, A., Breyer, C.: A comparative analysis of electricity generation costs from renewable, fossil fuel and nuclear sources in G20 countries for the period 2015–2030. J. Clean. Prod. 199, 687–704 (2018) Ram, M., Child, M., Aghahosseini, A., Bogdanov, D., Lohrmann, A., Breyer, C.: A comparative analysis of electricity generation costs from renewable, fossil fuel and nuclear sources in G20 countries for the period 2015–2030. J. Clean. Prod. 199, 687–704 (2018)
59.
go back to reference The World Bank: “Solar resource data: Solargis. (2019) The World Bank: “Solar resource data: Solargis. (2019)
60.
go back to reference Ramachandra, T.V., Krishna, S.V., Shruthi, B.V.: Decision support system to assess regional biomass energy Potential. Int. J. Green Energy 1(4), 407–428 (2005) Ramachandra, T.V., Krishna, S.V., Shruthi, B.V.: Decision support system to assess regional biomass energy Potential. Int. J. Green Energy 1(4), 407–428 (2005)
61.
go back to reference Manzano-Agugliaro, F., Taher, M., Zapata-Sierra, A., Juaidi, A., Montoya, F.G.: An overview of research and energy evolution for small hydropower in Europe. Renew. Sustain. Energy Rev. 75, 476–489 (2017) Manzano-Agugliaro, F., Taher, M., Zapata-Sierra, A., Juaidi, A., Montoya, F.G.: An overview of research and energy evolution for small hydropower in Europe. Renew. Sustain. Energy Rev. 75, 476–489 (2017)
62.
go back to reference IRENA: Renewable Power Generation Costs in 2017. International Renewable Energy Agency (2018) IRENA: Renewable Power Generation Costs in 2017. International Renewable Energy Agency (2018)
63.
go back to reference New England States Committee on Electricity: Renewable Resource Supply Curve Report (2012) New England States Committee on Electricity: Renewable Resource Supply Curve Report (2012)
64.
go back to reference NREL: 2019 Annual Technology Baseline (ATB) (2019) NREL: 2019 Annual Technology Baseline (ATB) (2019)
65.
go back to reference Mills, A., Phadke, A., Wiser, R.: Exploration of resource and transmission expansion decisions in the Western Renewable Energy Zone initiative. Energy Policy 39(3), 1732–1745 (2011) Mills, A., Phadke, A., Wiser, R.: Exploration of resource and transmission expansion decisions in the Western Renewable Energy Zone initiative. Energy Policy 39(3), 1732–1745 (2011)
67.
go back to reference Department of Energy: Power Development Plan 2016–2040. Taguig City, Philippines (2017) Department of Energy: Power Development Plan 2016–2040. Taguig City, Philippines (2017)
69.
go back to reference Intergovernmental Panel on Climate Change: Renewable energy sources and climate change mitigation (2012) Intergovernmental Panel on Climate Change: Renewable energy sources and climate change mitigation (2012)
70.
go back to reference AL Badwawi, R., Abusara, M., Mallick, T.: A review of hybrid solar PV and wind energy system. Smart Sci. 3(3), 127–138 (2015) AL Badwawi, R., Abusara, M., Mallick, T.: A review of hybrid solar PV and wind energy system. Smart Sci. 3(3), 127–138 (2015)
71.
go back to reference USAID and the Department of Energy:“Greening the grid: Solar and Wind Grid Integration Study for the Luzon-Visayas System of the Philippines (2018) USAID and the Department of Energy:“Greening the grid: Solar and Wind Grid Integration Study for the Luzon-Visayas System of the Philippines (2018)
72.
go back to reference Notton, G., et al.: Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting. Renew. Sustain. Energy Rev. 87, 96–105 (2018) Notton, G., et al.: Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting. Renew. Sustain. Energy Rev. 87, 96–105 (2018)
73.
go back to reference Jurasz, J., Canales, F.A., Kies, A., Guezgouz, M., Beluco, A.: A review on the complementarity of renewable energy sources: concept, metrics, application and future research directions. Sol. Energy 195, 703–724 (2020) Jurasz, J., Canales, F.A., Kies, A., Guezgouz, M., Beluco, A.: A review on the complementarity of renewable energy sources: concept, metrics, application and future research directions. Sol. Energy 195, 703–724 (2020)
Metadata
Title
Spatio-temporal assessment and economic analysis of a grid-connected island province toward a 35% or greater domestic renewable energy portfolio: a case in Bohol, Philippines
Authors
Dave J. Pojadas
Michael Lochinvar Sim Abundo
Publication date
01-01-2021
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Energy and Environmental Engineering / Issue 2/2021
Print ISSN: 2008-9163
Electronic ISSN: 2251-6832
DOI
https://doi.org/10.1007/s40095-020-00369-7

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