IDEAS home Printed from https://ideas.repec.org/p/ags/feemfe/305213.html
   My bibliography  Save this paper

M-LED: Multi-sectoral Latent Electricity Demand Assessment for Energy Access Planning

Author

Listed:
  • Falchetta, Giacomo
  • Stevanato, Nicolò
  • Moner-Girona, Magda
  • Mazzoni, Davide
  • Colombo, Emanuela
  • Hafner, Manfred

Abstract

Globally about 800 million people live without electricity at home, over two thirds of which are in sub-Saharan Africa. Ending energy poverty is a key development priority because energy plays an enabling role for human wellbeing and economic activities. Planning electricity access infrastructure and allocating resources efficiently requires a careful assessment of the diverse energy needs across space, time, and sectors. However, because of data scarcity, most country or regional-scale electrification planning studies have been based on top-down electricity demand targets. Yet, poorly representing the heterogeneity in the electricity demand can lead to inappropriate energy planning, inaccurate energy system sizing, and misleading cost assessments. Here we introduce M-LED, Multi-sectoral Latent Electricity Demand, a geospatial data processing platform to estimate electricity demand in communities that live in energy poverty. The key novelties of the platform are the multi-sectoral, bottom-up, time-explicit demand evaluation and the assessment of water-energy-agriculture-development interlinkages. We apply the methodology to the country-study of Kenya. Our findings suggest that a bottom-up approach to evaluating energy needs across space, time, and sectors is likely to improve the reliability and accuracy of supply-side electrification modelling and therefore of electrification planning and policy.

Suggested Citation

  • Falchetta, Giacomo & Stevanato, Nicolò & Moner-Girona, Magda & Mazzoni, Davide & Colombo, Emanuela & Hafner, Manfred, 2020. "M-LED: Multi-sectoral Latent Electricity Demand Assessment for Energy Access Planning," FEP: Future Energy Program 305213, Fondazione Eni Enrico Mattei (FEEM) > FEP: Future Energy Program.
  • Handle: RePEc:ags:feemfe:305213
    DOI: 10.22004/ag.econ.305213
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/305213/files/NDL2020-009.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.305213?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    2. Sovacool, Benjamin K. & Ryan, Sarah E., 2016. "The geography of energy and education: Leaders, laggards, and lessons for achieving primary and secondary school electrification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 107-123.
    3. Jörg Peters & Maximiliane Sievert, 2016. "Impacts of rural electrification revisited – the African context," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 8(3), pages 327-345, July.
    4. 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.
    5. Julio Aguirre, 2017. "The Impact of Rural Electrification on Education: A Case Study from Peru," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 22(1), pages 91-108, Jan-June.
    6. Monyei, C.G. & Adewumi, A.O., 2017. "Demand Side Management potentials for mitigating energy poverty in South Africa," Energy Policy, Elsevier, vol. 111(C), pages 298-311.
    7. D. J. Weiss & A. Nelson & H. S. Gibson & W. Temperley & S. Peedell & A. Lieber & M. Hancher & E. Poyart & S. Belchior & N. Fullman & B. Mappin & U. Dalrymple & J. Rozier & T. C. D. Lucas & R. E. Howes, 2018. "A global map of travel time to cities to assess inequalities in accessibility in 2015," Nature, Nature, vol. 553(7688), pages 333-336, January.
    8. Michael Grimm & Robert Sparrow & Luca Tasciotti, 2015. "Does Electrification Spur the Fertility Transition? Evidence From Indonesia," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1773-1796, October.
    9. Jean-François Pekel & Andrew Cottam & Noel Gorelick & Alan S. Belward, 2016. "High-resolution mapping of global surface water and its long-term changes," Nature, Nature, vol. 540(7633), pages 418-422, December.
    10. Sándor Szabó & Magda Moner-Girona & Ioannis Kougias & Rob Bailis & Katalin Bódis, 2016. "Identification of advantageous electricity generation options in sub-Saharan Africa integrating existing resources," Nature Energy, Nature, vol. 1(10), pages 1-8, October.
    11. van de Walle, Dominique & Ravallion, Martin & Mendiratta, Vibhuti & Koolwal, Gayatri, 2013. "Long-term impacts of household electrification in rural India," Policy Research Working Paper Series 6527, The World Bank.
    12. Alexandros Korkovelos & Babak Khavari & Andreas Sahlberg & Mark Howells & Christopher Arderne, 2019. "The Role of Open Access Data in Geospatial Electrification Planning and the Achievement of SDG7. An OnSSET-Based Case Study for Malawi," Energies, MDPI, vol. 12(7), pages 1-36, April.
    13. Adeoye, Omotola & Spataru, Catalina, 2019. "Modelling and forecasting hourly electricity demand in West African countries," Applied Energy, Elsevier, vol. 242(C), pages 311-333.
    14. Trotter, Philipp A. & McManus, Marcelle C. & Maconachie, Roy, 2017. "Electricity planning and implementation in sub-Saharan Africa: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1189-1209.
    15. Moussa P. Blimpo & Malcolm Cosgrove-Davies, 2019. "Electricity Access in Sub-Saharan Africa [Accès à l’électricité en Afrique subsaharienne]," World Bank Publications - Books, The World Bank Group, number 31333, December.
    16. Brian Sims & Josef Kienzle, 2017. "Sustainable Agricultural Mechanization for Smallholders: What Is It and How Can We Implement It?," Agriculture, MDPI, vol. 7(6), pages 1-21, June.
    17. Daka, Karen Rajaona & Ballet, Jérôme, 2011. "Children's education and home electrification: A case study in northwestern Madagascar," Energy Policy, Elsevier, vol. 39(5), pages 2866-2874, May.
    18. Peters, Jörg & Sievert, Maximiliane & Toman, Michael A., 2019. "Rural electrification through mini-grids: Challenges ahead," Energy Policy, Elsevier, vol. 132(C), pages 27-31.
    19. Nathaniel D. Mueller & James S. Gerber & Matt Johnston & Deepak K. Ray & Navin Ramankutty & Jonathan A. Foley, 2012. "Closing yield gaps through nutrient and water management," Nature, Nature, vol. 490(7419), pages 254-257, October.
    20. Narasimha D. Rao & Jihoon Min & Alessio Mastrucci, 2019. "Energy requirements for decent living in India, Brazil and South Africa," Nature Energy, Nature, vol. 4(12), pages 1025-1032, December.
    21. van Ruijven, Bas J. & Schers, Jules & van Vuuren, Detlef P., 2012. "Model-based scenarios for rural electrification in developing countries," Energy, Elsevier, vol. 38(1), pages 386-397.
    22. Thomas Huld & Magda Moner-Girona & Akos Kriston, 2017. "Geospatial Analysis of Photovoltaic Mini-Grid System Performance," Energies, MDPI, vol. 10(2), pages 1-21, February.
    23. Lombardi, Francesco & Balderrama, Sergio & Quoilin, Sylvain & Colombo, Emanuela, 2019. "Generating high-resolution multi-energy load profiles for remote areas with an open-source stochastic model," Energy, Elsevier, vol. 177(C), pages 433-444.
    24. Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(2), pages 115-151, August.
    25. 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.
    26. Incham Manggat & Rajwani Zain & Zakiyah Jamaluddin, 2018. "The Impact of Infrastructure Development on Rural Communities: A Literature Review," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 8(1), pages 647-658, January.
    27. Kristine Bos & Duncan Chaplin & Arif Mamun, "undated". "Benefits and Challenges of Expanding Grid Electricity in Africa: A Review of Rigorous Evidence on Household Impacts in Developing Countries," Mathematica Policy Research Reports 4df837297b3a490e922d53edf, Mathematica Policy Research.
    28. repec:oup:wbrobs:v:27:y:2010:i:1:p:33-51 is not listed on IDEAS
    29. Magda Moner‐Girona & Daniel Puig & Yacob Mulugetta & Ioannis Kougias & Jafaru AbdulRahman & Sándor Szabó, 2018. "Next generation interactive tool as a backbone for universal access to electricity," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 7(6), November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Charles Van-Hein Sackey & Destenie Nock & Christine Cao & Daniel Armanios & Alex Davis, 2023. "Incorporating Elicited Preferences for Equality into Electricity System Planning Modeling," Sustainability, MDPI, vol. 15(23), pages 1-21, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Giacomo Falchetta & Nicolò Stevanato & Magda Moner-Girona & Davide Mazzoni & Emanuela Colombo & Manfred Hafner, 2020. "M-LED: Multi-sectoral Latent Electricity Demand Assessment for Energy Access Planning," Working Papers 2020.09, Fondazione Eni Enrico Mattei.
    2. Peters, Jörg & Sievert, Maximiliane & Toman, Michael A., 2019. "Rural electrification through mini-grids: Challenges ahead," Energy Policy, Elsevier, vol. 132(C), pages 27-31.
    3. Onyeji-Nwogu, Ijeoma & Bazilian, Morgan & Moss, Todd, 2020. "Big data and the electricity sector in African countries," World Development Perspectives, Elsevier, vol. 17(C).
    4. Bayer, Patrick & Kennedy, Ryan & Yang, Joonseok & Urpelainen, Johannes, 2020. "The need for impact evaluation in electricity access research," Energy Policy, Elsevier, vol. 137(C).
    5. Mugisha, Joshua & Ratemo, Mike Arasa & Bunani Keza, Bienvenu Christian & Kahveci, Hayriye, 2021. "Assessing the opportunities and challenges facing the development of off-grid solar systems in Eastern Africa: The cases of Kenya, Ethiopia, and Rwanda," Energy Policy, Elsevier, vol. 150(C).
    6. Alexandros Korkovelos & Hisham Zerriffi & Mark Howells & Morgan Bazilian & H-Holger Rogner & Francesco Fuso Nerini, 2020. "A Retrospective Analysis of Energy Access with a Focus on the Role of Mini-Grids," Sustainability, MDPI, vol. 12(5), pages 1-29, February.
    7. Akbas, Beste & Kocaman, Ayse Selin & Nock, Destenie & Trotter, Philipp A., 2022. "Rural electrification: An overview of optimization methods," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    8. Obsa Urgessa Ayana & Jima Degaga, 2022. "Effects of rural electrification on household welfare: a meta-regression analysis," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 69(2), pages 209-261, June.
    9. Francesco Tonini & Francesco Davide Sanvito & Fabrizio Colombelli & Emanuela Colombo, 2022. "Improving Sustainable Access to Electricity in Rural Tanzania: A System Dynamics Approach to the Matembwe Village," Energies, MDPI, vol. 15(5), pages 1-17, March.
    10. Lahimer, A.A. & Alghoul, M.A. & Yousif, Fadhil & Razykov, T.M. & Amin, N. & Sopian, K., 2013. "Research and development aspects on decentralized electrification options for rural household," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 314-324.
    11. Alexandros Korkovelos & Babak Khavari & Andreas Sahlberg & Mark Howells & Christopher Arderne, 2019. "The Role of Open Access Data in Geospatial Electrification Planning and the Achievement of SDG7. An OnSSET-Based Case Study for Malawi," Energies, MDPI, vol. 12(7), pages 1-36, April.
    12. Blimpo, Moussa P. & Postepska, Agnieszka & Xu, Yanbin, 2020. "Why is household electricity uptake low in Sub-Saharan Africa?," World Development, Elsevier, vol. 133(C).
    13. Alexandros Korkovelos & Dimitrios Mentis & Morgan Bazilian & Mark Howells & Anwar Saraj & Sulaiman Fayez Hotaki & Fanny Missfeldt-Ringius, 2020. "Supporting Electrification Policy in Fragile States: A Conflict-Adjusted Geospatial Least Cost Approach for Afghanistan," Sustainability, MDPI, vol. 12(3), pages 1-34, January.
    14. Andrés González-García & Pedro Ciller & Stephen Lee & Rafael Palacios & Fernando de Cuadra García & José Ignacio Pérez-Arriaga, 2022. "A Rising Role for Decentralized Solar Minigrids in Integrated Rural Electrification Planning? Large-Scale, Least-Cost, and Customer-Wise Design of Grid and Off-Grid Supply Systems in Uganda," Energies, MDPI, vol. 15(13), pages 1-31, June.
    15. Meriggi, Niccolò F. & Bulte, Erwin & Mobarak, Ahmed Mushfiq, 2021. "Subsidies for technology adoption: Experimental evidence from rural Cameroon," Journal of Development Economics, Elsevier, vol. 153(C).
    16. Bhattacharyya, S.C. & Palit, D., 2021. "A critical review of literature on the nexus between central grid and off-grid solutions for expanding access to electricity in Sub-Saharan Africa and South Asia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    17. Almeshqab, Fatema & Ustun, Taha Selim, 2019. "Lessons learned from rural electrification initiatives in developing countries: Insights for technical, social, financial and public policy aspects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 35-53.
    18. 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).
    19. Lenz, Luciane & Munyehirwe, Anicet & Peters, Jörg & Sievert, Maximiliane, 2017. "Does Large-Scale Infrastructure Investment Alleviate Poverty? Impacts of Rwanda’s Electricity Access Roll-Out Program," World Development, Elsevier, vol. 89(C), pages 88-110.
    20. Ferrer-Martí, Laia & Garwood, Anna & Chiroque, José & Ramirez, Benito & Marcelo, Oliver & Garfí, Marianna & Velo, Enrique, 2012. "Evaluating and comparing three community small-scale wind electrification projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5379-5390.

    More about this item

    Keywords

    Resource /Energy Economics and Policy;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:feemfe:305213. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.