Optimizing an equitable micro‐hydropower deployment: Application of a multi‐objective method for rural Indonesia
Much of the developing world is still struggling to provide electricity to rural populations. Extending the grid is frequently not feasible or too expensive in rural and remote areas. In such situations, micro‐hydropower (MHP) can be a cost‐effective source of renewable off‐grid electricity and can...
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| Veröffentlicht in: | Journal of multi-criteria decision analysis Jg. 29; H. 3-4; S. 218 - 229 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Chichester
Wiley Periodicals Inc
01.05.2022
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| ISSN: | 1057-9214, 1099-1360 |
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| Abstract | Much of the developing world is still struggling to provide electricity to rural populations. Extending the grid is frequently not feasible or too expensive in rural and remote areas. In such situations, micro‐hydropower (MHP) can be a cost‐effective source of renewable off‐grid electricity and can be easier to implement and more reliable than a number of other generation technologies. This study employs multi‐objective mixed‐integer‐linear programming (MOMILP) to identify nondominated MHP portfolios to meet rural electricity needs across Indonesia. Besides maximizing the new MHP generation capacity within a fixed budget, this study also incorporates equity as an objective. The equity issue becomes crucial to ensure that government resources are deployed in a manner that considers impacts for the entire population. The MOMILP optimizes a weighted objective function that applies different relative weights to the objectives of generation capacity and equity, subject to several constraints on resource availability and capacity shortfall, as well as budget. In this way, we identify solutions on the Pareto frontier for investment in MHP generation in remote Indonesian rural communities. We illustrate the tradeoffs involved in meeting capacity shortfalls with and without considering equity across provinces and identify non‐dominated MHP portfolios that the Indonesian government could implement to increase rural electrification efficiently. |
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| AbstractList | Much of the developing world is still struggling to provide electricity to rural populations. Extending the grid is frequently not feasible or too expensive in rural and remote areas. In such situations, micro‐hydropower (MHP) can be a cost‐effective source of renewable off‐grid electricity and can be easier to implement and more reliable than a number of other generation technologies. This study employs multi‐objective mixed‐integer‐linear programming (MOMILP) to identify nondominated MHP portfolios to meet rural electricity needs across Indonesia. Besides maximizing the new MHP generation capacity within a fixed budget, this study also incorporates equity as an objective. The equity issue becomes crucial to ensure that government resources are deployed in a manner that considers impacts for the entire population. The MOMILP optimizes a weighted objective function that applies different relative weights to the objectives of generation capacity and equity, subject to several constraints on resource availability and capacity shortfall, as well as budget. In this way, we identify solutions on the Pareto frontier for investment in MHP generation in remote Indonesian rural communities. We illustrate the tradeoffs involved in meeting capacity shortfalls with and without considering equity across provinces and identify non‐dominated MHP portfolios that the Indonesian government could implement to increase rural electrification efficiently. |
| Author | Morgan, M. Granger Maghfirra, Dini Cohon, Jared L. Jaramillo, Paulina |
| Author_xml | – sequence: 1 givenname: Dini orcidid: 0000-0003-0717-2297 surname: Maghfirra fullname: Maghfirra, Dini email: dinim@cmu.edu, dini.maghfirra@bappenas.go.id organization: Ministry of National Development Planning Indonesia (BAPPENAS) – sequence: 2 givenname: Jared L. surname: Cohon fullname: Cohon, Jared L. email: jaredcohon@cmu.edu organization: Carnegie Mellon University – sequence: 3 givenname: Paulina orcidid: 0000-0002-4214-1106 surname: Jaramillo fullname: Jaramillo, Paulina email: pjaramil@andrew.cmu.edu organization: Carnegie Mellon University – sequence: 4 givenname: M. Granger orcidid: 0000-0003-1384-5814 surname: Morgan fullname: Morgan, M. Granger email: gm5d@andrew.cmu.edu organization: Carnegie Mellon University |
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| References | 2014; 70 2015; 39 2013; 26 2013; 22 2018; 129 1988; 37 2020; 13 2020; 12 2017; 110 2018; 44 2007; 32 2018; 42 2007; 35 2019; 243 2014; 20 2020; 7 2020; 6 2017; 74 2009; 13 2013; 59 2013; 17 2014; 2 2000 2019; 21 1997; 14 2015; 87 2013; 52 1988 2017; 20 1989; 5 2015; 4 2010; 35 2015; 3 2012 2011 2017; 69 2020; 264 2018a 2002; 6 2015; 52 2018; 147 2016; 95 2003 2011; 36 2011; 3 2016; 58 2014; 115 2020; 2020 2019 1998; 107 2018 2017 2016 2015 2017; 141 2014 2020; 22 2009; 37 e_1_2_9_31_1 e_1_2_9_50_1 e_1_2_9_10_1 e_1_2_9_35_1 e_1_2_9_56_1 e_1_2_9_12_1 e_1_2_9_33_1 e_1_2_9_54_1 Panik M. J. (e_1_2_9_52_1) 2019 Dattakiran Jagu D. P. (e_1_2_9_18_1) 2014 e_1_2_9_71_1 Srikrishna S. (e_1_2_9_59_1) 2014; 2 e_1_2_9_14_1 e_1_2_9_39_1 e_1_2_9_16_1 e_1_2_9_37_1 e_1_2_9_58_1 e_1_2_9_41_1 e_1_2_9_64_1 e_1_2_9_20_1 e_1_2_9_62_1 e_1_2_9_22_1 e_1_2_9_45_1 e_1_2_9_68_1 e_1_2_9_24_1 e_1_2_9_43_1 e_1_2_9_66_1 e_1_2_9_8_1 e_1_2_9_6_1 e_1_2_9_4_1 e_1_2_9_60_1 e_1_2_9_2_1 e_1_2_9_26_1 e_1_2_9_49_1 e_1_2_9_28_1 e_1_2_9_47_1 e_1_2_9_30_1 e_1_2_9_53_1 e_1_2_9_51_1 e_1_2_9_72_1 e_1_2_9_11_1 e_1_2_9_34_1 e_1_2_9_57_1 e_1_2_9_13_1 e_1_2_9_32_1 e_1_2_9_55_1 e_1_2_9_70_1 e_1_2_9_38_1 e_1_2_9_17_1 e_1_2_9_36_1 e_1_2_9_19_1 Cohon J. L. (e_1_2_9_15_1) 2003 e_1_2_9_42_1 e_1_2_9_63_1 e_1_2_9_40_1 e_1_2_9_61_1 Bhatia M. (e_1_2_9_7_1) 2015 e_1_2_9_21_1 e_1_2_9_46_1 e_1_2_9_67_1 e_1_2_9_23_1 e_1_2_9_44_1 e_1_2_9_65_1 e_1_2_9_5_1 e_1_2_9_3_1 e_1_2_9_9_1 e_1_2_9_25_1 e_1_2_9_27_1 e_1_2_9_48_1 e_1_2_9_69_1 e_1_2_9_29_1 |
| References_xml | – volume: 21 start-page: 1855 issue: 9 year: 2019 end-page: 1869 article-title: Integrating MCDM and GIS for renewable energy spatial models: Assessing the individual and combined potential for wind, solar and biomass energy in southern Spain publication-title: Clean Technologies and Environmental Policy – volume: 3 start-page: 185 issue: 3 year: 2015 end-page: 195 article-title: Multi‐criteria decision support methods for renewable energy systems on islands publication-title: Journal of Clean Energy Technologies – volume: 6 start-page: 329 issue: 2 year: 2020 end-page: 343 article-title: Review of energy management and planning of islanded microgrids publication-title: CSEE Journal of Power and Energy Systems – volume: 20 start-page: 36 issue: 1 year: 2014 end-page: 48 article-title: Rural electrification options in the Brazilian Amazon. A multi‐criteria analysis publication-title: Energy for Sustainable Development – volume: 4 start-page: 71 issue: 1 year: 2015 end-page: 80 article-title: The utilization of microhydro power to establish energy self‐Sufficient Village publication-title: Jurnal Penelitian Kehutanan Wallacea – year: 2018a – year: 2019 article-title: Multicriteria analysis of renewable‐based electrification projects in developing countries publication-title: Annals of Operations Research – volume: 22 start-page: 218 year: 2020 end-page: 230 article-title: Towards a sustainable environment: The nexus between ISO 14001, renewable energy consumption, access to electricity, agriculture and CO2 emissions in SAARC countries publication-title: Sustainable Production and Consumption – volume: 95 start-page: 255 year: 2016 end-page: 265 article-title: A cost comparison of technology approaches for improving access to electricity services publication-title: Energy – volume: 22 start-page: 482 year: 2013 end-page: 496 article-title: Rural electrification through village grids ‐ assessing the cost competitiveness of isolated renewable energy technologies in Indonesia publication-title: Renewable and Sustainable Energy Reviews – volume: 42 start-page: 2344 issue: 7 year: 2018 end-page: 2372 article-title: Use of MCDM techniques for energy policy and decision‐making problems: A review publication-title: International Journal of Energy Research – volume: 59 start-page: 589 year: 2013 end-page: 599 article-title: Evaluation of choices for sustainable rural electrification in developing countries: A multi‐criteria approach publication-title: Energy Policy – start-page: 1 year: 1988 end-page: 25 – start-page: 35 year: 2019 end-page: 41 – volume: 12 start-page: 1 issue: 7 year: 2020 end-page: 27 article-title: Assessment of energy systems using extended fuzzy AHP, fuzzy VIKOR, and TOPSIS approaches to manage non‐cooperative opinions publication-title: Sustainability (Switzerland) – volume: 35 start-page: 1493 issue: 3 year: 2007 end-page: 1504 article-title: Energy supply for sustainable rural livelihoods. A multi‐criteria decision‐support system publication-title: Energy Policy – year: 2018 – volume: 147 year: 2018 – volume: 243 start-page: 288 year: 2019 end-page: 312 article-title: A multi‐criteria, long‐term energy planning optimisation model with integrated on‐grid and off‐grid electrification – The case of Uganda publication-title: Applied Energy – volume: 44 start-page: 55 year: 2018 end-page: 63 article-title: A framework for evaluating the current level of success of micro‐hydropower schemes in remote communities of developing countries publication-title: Energy for Sustainable Development – volume: 37 start-page: 117 year: 1988 end-page: 159 article-title: Multicriterion Optimization in resources planning publication-title: Multicriteria optimization in engineering and in the sciences – volume: 69 start-page: 596 year: 2017 end-page: 609 article-title: A review of multi criteria decision making (MCDM) towards sustainable renewable energy development publication-title: Renewable and Sustainable Energy Reviews – year: 2015 article-title: Beyond connections: Energy access redefined publication-title: ESMAP technical report 008/15 – volume: 13 start-page: 2263 issue: 9 year: 2009 end-page: 2278 article-title: Review on multi‐criteria decision analysis aid in sustainable energy decision‐making publication-title: Renewable and Sustainable Energy Reviews – volume: 20 start-page: 623 issue: 4 year: 2017 end-page: 635 article-title: A comparative analysis of optimization solvers publication-title: Journal of Statistics and Management Systems – start-page: 1 year: 2011 end-page: 203 – volume: 13 start-page: 257 issue: 2 year: 2020 end-page: 272 article-title: Rural electrification in Kenya: A useful case for remote areas in sub‐Saharan Africa publication-title: Energy Efficiency – volume: 52 start-page: 557 year: 2015 end-page: 571 article-title: Application of multi‐criteria decision methods for electric supply planning in rural and remote areas publication-title: Renewable and Sustainable Energy Reviews – volume: 17 start-page: 581 issue: 6 year: 2013 end-page: 595 article-title: Attracting private investments into rural electrification ‐ A case study on renewable energy based village grids in Indonesia publication-title: Energy for Sustainable Development – volume: 87 start-page: 240 year: 2015 end-page: 250 article-title: A linearization and parameterization approach to tri‐objective linear programming problems for power generation expansion planning publication-title: Energy – start-page: 2018 year: 2018a – year: 2019 – year: 2015 – volume: 115 start-page: 456 year: 2014 end-page: 482 article-title: A spatial multi‐period long‐term energy planning model: A case study of the Greek power system publication-title: Applied Energy – volume: 264 year: 2020 article-title: Changing the policy paradigm: A benefit maximization approach to electricity planning in developing countries publication-title: Applied Energy – volume: 36 start-page: 1227 issue: 4 year: 2011 end-page: 1235 article-title: The role of hydroelectric power and contribution of small hydropower plants for sustainable development in Turkey publication-title: Renewable Energy – volume: 110 start-page: 316 year: 2017 end-page: 321 – volume: 35 start-page: 2562 issue: 11 year: 2010 end-page: 2570 article-title: Optimal planning of renewable energy‐integrated electricity generation schemes with CO2 reduction target publication-title: Renewable Energy – volume: 58 start-page: 376 year: 2016 end-page: 396 article-title: A review on planning, configurations, modeling and optimization techniques of hybrid renewable energy systems for off grid applications publication-title: Renewable and Sustainable Energy Reviews – volume: 2 start-page: 177 issue: 4 year: 2014 end-page: 181 article-title: A New Car Selection in the Market using TOPSIS Technique publication-title: International Journal of Engineering Research and General Science – year: 2003 – year: 2000 – volume: 141 start-page: 368 year: 2017 end-page: 372 article-title: A challenge for sustainable electrification, respecting the local tradition in Ciptagelar Village, West Java, Indonesia: Complementary approach with a private company publication-title: Energy Procedia – year: 2016 – volume: 5 start-page: 303 issue: 3 year: 1989 end-page: 312 article-title: An examination of the effectiveness of multi‐dimensional decision‐making methods: A decision‐making paradox publication-title: Decision Support Systems – volume: 74 start-page: 1189 year: 2017 end-page: 1209 article-title: Electricity planning and implementation in sub‐Saharan Africa: A systematic review publication-title: Renewable and Sustainable Energy Reviews – start-page: 1 year: 2014 end-page: 8 – volume: 2020 start-page: 1 year: 2020 end-page: 16 article-title: Planning of hybrid micro‐hydro and solar photovoltaic systems for rural areas of Central Java, Indonesia publication-title: Journal of Electrical and Computer Engineering – volume: 3 start-page: 219 year: 2011 end-page: 260 article-title: Pyomo: Modeling and solving mathematical programs in Python publication-title: Mathematical Programming Computation – volume: 52 start-page: 522 year: 2013 end-page: 530 article-title: A multi‐criteria methodology for energy planning and developing renewable energy sources at a regional level: A case study Thassos, Greece publication-title: Energy Policy – start-page: 1 year: 2011 end-page: 17 article-title: MILP software publication-title: Wiley Encyclopedia of Operations Research and Management Science – year: 2012 – volume: 7 start-page: 1 issue: 26 year: 2020 end-page: 16 article-title: Towards low‐carbon energy state in South Africa: A survey of energy availability and sustainability publication-title: EAI Endorsed Transactions on Energy Web – volume: 14 start-page: 63 issue: 1 year: 1997 end-page: 69 article-title: A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multi‐criteria optimization problems publication-title: Structural Optimization – start-page: 283 year: 2014 – volume: 39 start-page: 3236 issue: 12 year: 2015 end-page: 3247 article-title: Efficiency status of a feasible solution in the multi‐objective integer linear programming problems: A DEA methodology publication-title: Applied Mathematical Modelling – volume: 37 start-page: 1587 issue: 5 year: 2009 end-page: 1600 article-title: Sustainable energy planning by using multi‐criteria analysis application in the Island of Crete publication-title: Energy Policy – volume: 32 start-page: 1155 issue: 7 year: 2007 end-page: 1164 article-title: Optimised model for community‐based hybrid energy system publication-title: Renewable Energy – volume: 70 start-page: 203 year: 2014 end-page: 211 article-title: On the analytic hierarchy process and decision support based on fuzzy‐linguistic preference structures publication-title: Knowledge‐Based Systems – volume: 129 start-page: 218 year: 2018 end-page: 226 article-title: Multi‐criteria decision‐making in the location selection for a solar PV power plant using AHP publication-title: Measurement: Journal of the International Measurement Confederation – start-page: 80 year: 2015 end-page: 85 article-title: Using the PROMETHEE and TOPSIS multi‐criteria decision making methods to evaluate optimal generation publication-title: International Conference On Power and Advanced Control Engineering (ICPACE) – year: 2017 – volume: 107 start-page: 507 issue: 3 year: 1998 end-page: 529 article-title: Multi‐attribute decision making: A simulation comparison of select methods publication-title: European Journal of Operational Research – volume: 26 start-page: 515 year: 2013 end-page: 520 article-title: Review of small hydropower technology publication-title: Renewable and Sustainable Energy Reviews – volume: 6 start-page: 537 year: 2002 end-page: 556 article-title: Small hydro power: Technology and current status publication-title: Renewable and Sustainable Energy Reviews – volume: 12 start-page: 1 issue: 5 year: 2020 end-page: 17 article-title: Assessment of India's energy dynamics: Prospects of solar energy publication-title: Journal of Renewable and Sustainable Energy – ident: e_1_2_9_42_1 – ident: e_1_2_9_17_1 doi: 10.1007/BF01197559 – ident: e_1_2_9_72_1 doi: 10.1007/978-90-481-9594-7_1 – ident: e_1_2_9_20_1 doi: 10.1088/1755-1315/147/1/012031 – ident: e_1_2_9_14_1 doi: 10.1002/9780470400531.eorms0524 – ident: e_1_2_9_13_1 doi: 10.1016/j.enpol.2006.03.026 – ident: e_1_2_9_67_1 doi: 10.1016/j.rser.2017.03.001 – ident: e_1_2_9_70_1 doi: 10.7763/jocet.2015.v3.193 – ident: e_1_2_9_39_1 doi: 10.1016/j.apenergy.2013.10.042 – ident: e_1_2_9_43_1 – ident: e_1_2_9_19_1 doi: 10.1007/s10098-019-01754-5 – ident: e_1_2_9_25_1 doi: 10.1016/j.esd.2014.02.005 – ident: e_1_2_9_21_1 doi: 10.1007/s10479-019-03195-1 – ident: e_1_2_9_68_1 doi: 10.1016/j.enpol.2008.12.011 – ident: e_1_2_9_36_1 doi: 10.1016/j.apm.2014.11.032 – ident: e_1_2_9_63_1 – ident: e_1_2_9_5_1 doi: 10.1016/j.esd.2018.03.002 – ident: e_1_2_9_27_1 – ident: e_1_2_9_29_1 doi: 10.1007/s12532-011-0026-8 – volume-title: Multi‐objective programming and planning year: 2003 ident: e_1_2_9_15_1 – ident: e_1_2_9_46_1 – ident: e_1_2_9_24_1 doi: 10.1016/j.knosys.2014.06.028 – volume: 2 start-page: 177 issue: 4 year: 2014 ident: e_1_2_9_59_1 article-title: A New Car Selection in the Market using TOPSIS Technique publication-title: International Journal of Engineering Research and General Science – ident: e_1_2_9_33_1 – ident: e_1_2_9_49_1 doi: 10.1016/j.rser.2013.05.006 – ident: e_1_2_9_6_1 doi: 10.1016/j.renene.2006.04.008 – ident: e_1_2_9_3_1 doi: 10.1080/09720510.2017.1395182 – ident: e_1_2_9_34_1 doi: 10.1063/1.5140236 – ident: e_1_2_9_40_1 doi: 10.18330/jwallacea.2015.vol4iss1pp71-80 – ident: e_1_2_9_71_1 doi: 10.1016/S0377-2217 – ident: e_1_2_9_11_1 – ident: e_1_2_9_47_1 doi: 10.1016/j.energy.2015.11.068 – ident: e_1_2_9_56_1 doi: 10.1016/j.egypro.2017.11.044 – ident: e_1_2_9_48_1 doi: 10.1016/j.apenergy.2020.114583 – ident: e_1_2_9_61_1 doi: 10.1155/2020/5972342 – ident: e_1_2_9_60_1 doi: 10.1007/978-1-4899-3734-6_1 – ident: e_1_2_9_30_1 doi: 10.1007/978-1-4614-3226-5 – ident: e_1_2_9_26_1 doi: 10.1007/978-1-4939-3094-4 – ident: e_1_2_9_28_1 doi: 10.1007/s12053-018-9756-z – ident: e_1_2_9_38_1 doi: 10.1109/ICPACE.2015.7274921 – start-page: 35 volume-title: Introduction to linear programming year: 2019 ident: e_1_2_9_52_1 – ident: e_1_2_9_54_1 doi: 10.1016/j.enpol.2013.04.017 – ident: e_1_2_9_66_1 doi: 10.1016/j.apenergy.2019.03.178 – ident: e_1_2_9_41_1 doi: 10.1016/j.rser.2016.11.191 – ident: e_1_2_9_8_1 doi: 10.1016/j.rser.2013.01.049 – ident: e_1_2_9_55_1 doi: 10.1016/j.rser.2015.07.139 – ident: e_1_2_9_23_1 doi: 10.1016/j.egypro.2017.03.146 – ident: e_1_2_9_31_1 doi: 10.2172/1215197 – ident: e_1_2_9_58_1 doi: 10.1016/j.rser.2015.12.281 – ident: e_1_2_9_16_1 doi: 10.1007/978-1-4899-3734-6 – ident: e_1_2_9_10_1 – ident: e_1_2_9_50_1 doi: 10.1016/j.measurement.2018.07.020 – ident: e_1_2_9_51_1 doi: 10.1016/S1364-0321(02)00006-0 – ident: e_1_2_9_32_1 doi: 10.1016/j.spc.2020.03.011 – ident: e_1_2_9_57_1 doi: 10.1016/j.esd.2013.10.001 – ident: e_1_2_9_35_1 doi: 10.1002/er.4016 – ident: e_1_2_9_69_1 doi: 10.1016/j.rser.2009.06.021 – year: 2015 ident: e_1_2_9_7_1 article-title: Beyond connections: Energy access redefined publication-title: ESMAP technical report 008/15 – ident: e_1_2_9_2_1 doi: 10.4108/eai.13-7-2018.161751 – ident: e_1_2_9_22_1 doi: 10.1016/j.renene.2010.10.001 – ident: e_1_2_9_44_1 doi: 10.1016/j.enpol.2012.09.074 – start-page: 283 volume-title: Mini‐grids for rural electrification of developing countries ‐ analysis and case studies from South Asia year: 2014 ident: e_1_2_9_18_1 – ident: e_1_2_9_62_1 doi: 10.3390/su12072745 – ident: e_1_2_9_12_1 doi: 10.1016/j.energy.2015.04.104 – ident: e_1_2_9_37_1 – ident: e_1_2_9_45_1 doi: 10.1016/j.renene.2010.03.032 – ident: e_1_2_9_9_1 – ident: e_1_2_9_64_1 – ident: e_1_2_9_65_1 doi: 10.1016/0167-9236 – ident: e_1_2_9_4_1 doi: 10.17775/CSEEJPES.2019.01080 – ident: e_1_2_9_53_1 |
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| SubjectTerms | Equity equity objective Hydroelectric power Linear programming micro‐hydropower multi‐objective mixed‐integer‐linear programming renewable energy resource allocation Rural areas rural electrification |
| Title | Optimizing an equitable micro‐hydropower deployment: Application of a multi‐objective method for rural Indonesia |
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