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A heuristic method to design autonomous village electrification projects with renewable energies

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  • Ranaboldo, Matteo
  • García-Villoria, Alberto
  • Ferrer-Martí, Laia
  • Pastor Moreno, Rafael

Abstract

Systems relying on renewable energies demonstrated to be a reliable and sustainable option to electrify isolated communities autonomously. Hybrid systems that combine different energy resources and distribution microgrids are the most efficient design configurations. The design of these systems requires the use of decision support tools, while projects' promoters generally dispose of low design resources. This study presents a heuristic method to design off-grid electrification projects based on wind and solar energies considering micro-scale resource variations and a combination of independent generation points and microgrids. The method considers generation far from users and a pre-selection process is presented in order to screen the initial pool of potentially infinite generation points. Different algorithm versions are evaluated and performances are compared with existing tools: VIPOR, known software for microgrids design, and a recently developed mixed integer linear programming (MILP) model. The proposed heuristic performs better than VIPOR with mean improvements of around 6% and, for communities of more than 40 users, considerably enhances solutions obtained by the MILP model with a much lower computational time (1 min against 1 h). The method is a complete and simple tool that can efficiently support the design of stand-alone community electrification projects with renewable energies.

Suggested Citation

  • Ranaboldo, Matteo & García-Villoria, Alberto & Ferrer-Martí, Laia & Pastor Moreno, Rafael, 2014. "A heuristic method to design autonomous village electrification projects with renewable energies," Energy, Elsevier, vol. 73(C), pages 96-109.
    • Handle: RePEc:eee:energy:v:73:y:2014:i:c:p:96-109
    DOI: 10.1016/j.energy.2014.05.099
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    1. Paleta, Rita & Pina, André & Silva, Carlos A., 2012. "Remote Autonomous Energy Systems Project: Towards sustainability in developing countries," Energy, Elsevier, vol. 48(1), pages 431-439.
    2. Michel Gendreau & Jean-Yves Potvin, 2005. "Metaheuristics in Combinatorial Optimization," Annals of Operations Research, Springer, vol. 140(1), pages 189-213, November.
    3. Ferrer-Martí, L. & Domenech, B. & García-Villoria, A. & Pastor, R., 2013. "A MILP model to design hybrid wind–photovoltaic isolated rural electrification projects in developing countries," European Journal of Operational Research, Elsevier, vol. 226(2), pages 293-300.
    4. Akella, A.K. & Sharma, M.P. & Saini, R.P., 2007. "Optimum utilization of renewable energy sources in a remote area," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(5), pages 894-908, June.
    5. Perera, A.T.D. & Attalage, R.A. & Perera, K.K.C.K. & Dassanayake, V.P.C., 2013. "Designing standalone hybrid energy systems minimizing initial investment, life cycle cost and pollutant emission," Energy, Elsevier, vol. 54(C), pages 220-230.
    6. Himri, Y. & Boudghene Stambouli, A. & Draoui, B. & Himri, S., 2008. "Techno-economical study of hybrid power system for a remote village in Algeria," Energy, Elsevier, vol. 33(7), pages 1128-1136.
    7. Aagreh, Yaser & Al-Ghzawi, Audai, 2013. "Feasibility of utilizing renewable energy systems for a small hotel in Ajloun city, Jordan," Applied Energy, Elsevier, vol. 103(C), pages 25-31.
    8. Camblong, H. & Sarr, J. & Niang, A.T. & Curea, O. & Alzola, J.A. & Sylla, E.H. & Santos, M., 2009. "Micro-grids project, Part 1: Analysis of rural electrification with high content of renewable energy sources in Senegal," Renewable Energy, Elsevier, vol. 34(10), pages 2141-2150.
    9. Kirubi, Charles & Jacobson, Arne & Kammen, Daniel M. & Mills, Andrew, 2009. "Community-Based Electric Micro-Grids Can Contribute to Rural Development: Evidence from Kenya," World Development, Elsevier, vol. 37(7), pages 1208-1221, July.
    10. Nfah, E.M. & Ngundam, J.M. & Vandenbergh, M. & Schmid, J., 2008. "Simulation of off-grid generation options for remote villages in Cameroon," Renewable Energy, Elsevier, vol. 33(5), pages 1064-1072.
    11. Quiggin, Daniel & Cornell, Sarah & Tierney, Michael & Buswell, Richard, 2012. "A simulation and optimisation study: Towards a decentralised microgrid, using real world fluctuation data," Energy, Elsevier, vol. 41(1), pages 549-559.
    12. Zhou, Wei & Lou, Chengzhi & Li, Zhongshi & Lu, Lin & Yang, Hongxing, 2010. "Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems," Applied Energy, Elsevier, vol. 87(2), pages 380-389, February.
    13. Nandi, Sanjoy Kumar & Ghosh, Himangshu Ranjan, 2010. "Prospect of wind–PV-battery hybrid power system as an alternative to grid extension in Bangladesh," Energy, Elsevier, vol. 35(7), pages 3040-3047.
    14. Sridharan, R., 1995. "The capacitated plant location problem," European Journal of Operational Research, Elsevier, vol. 87(2), pages 203-213, December.
    15. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    16. Ranaboldo, Matteo & Ferrer-Martí, Laia & García-Villoria, Alberto & Pastor Moreno, Rafael, 2013. "Heuristic indicators for the design of community off-grid electrification systems based on multiple renewable energies," Energy, Elsevier, vol. 50(C), pages 501-512.
    17. Chaurey, Akanksha & Ranganathan, Malini & Mohanty, Parimita, 2004. "Electricity access for geographically disadvantaged rural communities--technology and policy insights," Energy Policy, Elsevier, vol. 32(15), pages 1693-1705, October.
    18. Leary, J. & While, A. & Howell, R., 2012. "Locally manufactured wind power technology for sustainable rural electrification," Energy Policy, Elsevier, vol. 43(C), pages 173-183.
    19. E A Silver, 2004. "An overview of heuristic solution methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(9), pages 936-956, September.
    20. Kaabeche, A. & Belhamel, M. & Ibtiouen, R., 2011. "Sizing optimization of grid-independent hybrid photovoltaic/wind power generation system," Energy, Elsevier, vol. 36(2), pages 1214-1222.
    21. Laia Ferrer-Martí & Rafael Pastor & G. Capó & Enrique Velo, 2011. "Optimizing microwind rural electrification projects. A case study in Peru," Journal of Global Optimization, Springer, vol. 50(1), pages 127-143, May.
    22. Ranaboldo, Matteo & Lega, Bruno Domenech & Ferrenbach, David Vilar & Ferrer-Martí, Laia & Moreno, Rafael Pastor & García-Villoria, Alberto, 2014. "Renewable energy projects to electrify rural communities in Cape Verde," Applied Energy, Elsevier, vol. 118(C), pages 280-291.
    23. Jing Li & Wei Wei & Ji Xiang, 2012. "A Simple Sizing Algorithm for Stand-Alone PV/Wind/Battery Hybrid Microgrids," Energies, MDPI, vol. 5(12), pages 1-17, December.
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    6. Ranaboldo, Matteo & García-Villoria, Alberto & Ferrer-Martí, Laia & Pastor Moreno, Rafael, 2015. "A meta-heuristic method to design off-grid community electrification projects with renewable energies," Energy, Elsevier, vol. 93(P2), pages 2467-2482.
    7. Ghaem Sigarchian, Sara & Paleta, Rita & Malmquist, Anders & Pina, André, 2015. "Feasibility study of using a biogas engine as backup in a decentralized hybrid (PV/wind/battery) power generation system – Case study Kenya," Energy, Elsevier, vol. 90(P2), pages 1830-1841.

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