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Towards the Sustainable Development Goals: A Bi-objective framework for electricity access

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  • Karsu, Özlem
  • Kocaman, Ayse Selin

Abstract

Traditionally, the main focus of evaluation in universal electricity access problems has been cost. However, additional criteria such as increasing renewable penetration due to environmental concerns or grid penetration due to reliability concerns, have become increasingly important. We acknowledge the importance of additional criteria and propose a bi-objective framework so as to help decision makers investigate the trade-offs between potentially conflicting criteria in rural electrification. We consider two objective space based exact approaches using the Prize Collecting Steiner Tree (PCST) formulation and two metaheuristic algorithms to find Pareto solutions, and investigate their performances on real life problem instances. This study is expected to be an important decision support tool for the electrification of underdeveloped communities, having the potential of contributing to their socio-economic development.

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  • Karsu, Özlem & Kocaman, Ayse Selin, 2021. "Towards the Sustainable Development Goals: A Bi-objective framework for electricity access," Energy, Elsevier, vol. 216(C).
    • Handle: RePEc:eee:energy:v:216:y:2021:i:c:s0360544220324129
    DOI: 10.1016/j.energy.2020.119305
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    1. Chalmet, L. G. & Lemonidis, L. & Elzinga, D. J., 1986. "An algorithm for the bi-criterion integer programming problem," European Journal of Operational Research, Elsevier, vol. 25(2), pages 292-300, May.
    2. Deichmann, Uwe & Meisner, Craig & Murray, Siobhan & Wheeler, David, 2011. "The economics of renewable energy expansion in rural Sub-Saharan Africa," Energy Policy, Elsevier, vol. 39(1), pages 215-227, January.
    3. Nerini, Francesco Fuso & Broad, Oliver & Mentis, Dimitris & Welsch, Manuel & Bazilian, Morgan & Howells, Mark, 2016. "A cost comparison of technology approaches for improving access to electricity services," Energy, Elsevier, vol. 95(C), pages 255-265.
    4. Levin, Todd & Thomas, Valerie M., 2012. "Least-cost network evaluation of centralized and decentralized contributions to global electrification," Energy Policy, Elsevier, vol. 41(C), pages 286-302.
    5. Parshall, Lily & Pillai, Dana & Mohan, Shashank & Sanoh, Aly & Modi, Vijay, 2009. "National electricity planning in settings with low pre-existing grid coverage: Development of a spatial model and case study of Kenya," Energy Policy, Elsevier, vol. 37(6), pages 2395-2410, June.
    6. Rajbongshi, Rumi & Borgohain, Devashree & Mahapatra, Sadhan, 2017. "Optimization of PV-biomass-diesel and grid base hybrid energy systems for rural electrification by using HOMER," Energy, Elsevier, vol. 126(C), pages 461-474.
    7. Kocaman, Ayse Selin & Huh, Woonghee Tim & Modi, Vijay, 2012. "Initial layout of power distribution systems for rural electrification: A heuristic algorithm for multilevel network design," Applied Energy, Elsevier, vol. 96(C), pages 302-315.
    8. Fodhil, F. & Hamidat, A. & Nadjemi, O., 2019. "Potential, optimization and sensitivity analysis of photovoltaic-diesel-battery hybrid energy system for rural electrification in Algeria," Energy, Elsevier, vol. 169(C), pages 613-624.
    9. Riera-Ledesma, Jorge & Salazar-Gonzalez, Juan Jose, 2005. "The biobjective travelling purchaser problem," European Journal of Operational Research, Elsevier, vol. 160(3), pages 599-613, February.
    10. Bawakyillenuo, Simon, 2012. "Deconstructing the dichotomies of solar photovoltaic (PV) dissemination trajectories in Ghana, Kenya and Zimbabwe from the 1960s to 2007," Energy Policy, Elsevier, vol. 49(C), pages 410-421.
    11. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    12. Abdul-Salam, Yakubu & Phimister, Euan, 2016. "The politico-economics of electricity planning in developing countries: A case study of Ghana," Energy Policy, Elsevier, vol. 88(C), pages 299-309.
    13. Ciller, Pedro & Lumbreras, Sara, 2020. "Electricity for all: The contribution of large-scale planning tools to the energy-access problem," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    14. Natashia Boland & Hadi Charkhgard & Martin Savelsbergh, 2015. "A Criterion Space Search Algorithm for Biobjective Integer Programming: The Balanced Box Method," INFORMS Journal on Computing, INFORMS, vol. 27(4), pages 735-754, November.
    15. Natashia Boland & Hadi Charkhgard & Martin Savelsbergh, 2015. "A Criterion Space Search Algorithm for Biobjective Mixed Integer Programming: The Triangle Splitting Method," INFORMS Journal on Computing, INFORMS, vol. 27(4), pages 597-618, November.
    16. Fadaee, M. & Radzi, M.A.M., 2012. "Multi-objective optimization of a stand-alone hybrid renewable energy system by using evolutionary algorithms: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3364-3369.
    17. Dagnachew, Anteneh G. & Lucas, Paul L. & Hof, Andries F. & Gernaat, David E.H.J. & de Boer, Harmen-Sytze & van Vuuren, Detlef P., 2017. "The role of decentralized systems in providing universal electricity access in Sub-Saharan Africa – A model-based approach," Energy, Elsevier, vol. 139(C), pages 184-195.
    18. Bolukbasi, Gizem & Kocaman, Ayse Selin, 2018. "A prize collecting Steiner tree approach to least cost evaluation of grid and off-grid electrification systems," Energy, Elsevier, vol. 160(C), pages 536-543.
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