Characterization and prediction of household use of solar home system in Leyte Islands, Philippines
Jacqueline M. Guarte | Jenefrey A. Niverba | Joyce B. Maurillo
Abstract:
Under the Household Electrification Program of the Philippines' Department of
Energy, 530 solar home systems (SHSs) with 30Wp capacity were installed in
individual households in four island barangays (villages) in Leyte and Southern
Leyte from 2013 to 2015. Aside from lighting with four LED bulbs, the SHS can also
be used to listen to the radio or MP3 player, and charge a mobile phone. This paper
examines household use of the SHS thru data collected from 299 beneficiaries
interviewed in the period 2017-2018. Results indicated that while all households use
the SHS for lighting, its other applications are not utilized as much. A sizable
percentage of households are now using only the SHS for lighting in each island
barangay. The use of the generator set (for a limited time at night) in partnership
with the SHS remains dominant to be able to use the SHS lights longer. Kerosene
lamp is now rarely used for lighting except in the absence of a barangay-owned
generator set.
With a substantial percentage of households using the SHS for lighting only
amidst its other applications, classification trees by island barangay were
generated to identify the variables which will explain SHS use with both quantitative
and qualitative household characteristics making up the predictor space. Although
the classification trees grown are unique to each island barangay, age of the
household head and annual household income are the consistent significant
predictors (up to the third most important) followed by median age of the household
members.
References:
- Biermann E, Corvinus F, Hergberg TC & Hofling H. 1992. Basic Electrification for Rural Households. GTZ, Eschborn
- Buragohain T. 2012. Impact of solar energy in rural development in India. International Journal of Environmental Science and Development 3(4):334-338
- Chow JT. 2010. Assessment of solar home systems (SHS) for isolated rural communities in Vanuatu using project lifecycle/sustainability framework (MS thesis). Michigan Technological University, USA
- Department of Energy (DOE). 2010. Energy Development Plan 2011-2016 Gustavsson M. 2007. With time comes increased loads an analysis of solar home system use in Lundazi, Zambia. Renewable Energy 32(5):796-813
- Islam Z, Shameem R, Mashsharat A, Mim MS, Rafy MF, Pervej MS & Ahad AR. 2014. A study of solar home system in Bangladesh: current status, future prospect and constraints (pp110-115). 2nd International Conference on Green Energy and Technology, Dhaka
- Izenman AJ. 2008. Modern multivariate statistical techniques: regression, classification and manifold learning. Springer-Verlag, New York
- James G, Witten D, Hastie T & Tibshirani R. 2013. An introduction to statistical learning: with applications in R. Springer Science+Business Media, New York
- Kabir E, Kim KH & Szulejko JE. 2017. Social impacts of solar home systems in rural areas: a case study in Bangladesh. Energies 10(10):1-12
- Kamalapur GD and Udaykumar RY. 2011. Rural electrification in India and feasibility of photovoltaic solar home systems. International Journal of Electrical Power and Energy Systems 33(3):594-599
- Khan SA and Azad AKMAM. 2014. Social impact of solar home system in rural Bangladesh: a case study of rural zone. IAFOR Journal of Sustainability, Energy and the Environment 1(1):5-22
- Khan T, Hassan F & Amin MK. 2018. The implications of solar home system usage for the rural communities in coastal Bangladesh. World Review of Business Research 8(1):12-25
- Lohr SL. 2010. Sampling: design and analysis (2nd edn). Brooks/Cole, Boston
- Meier P. 2003. Economic analysis of solar home systems: a case study for the Philippines. Asia Sustainable and Alternative Energy Program (ASTAE), World Bank, Washington, DC
- Nieuwenhout FDJ, Van Dijk A, Van Dijk VAP, Hirsch D, Lasschuit PE, Van Roekel G, Arriaza H, Hankins M, Sharma BD & Wade H. 2000. Monitoring and evaluation of solar home systems: experiences with applications of solar PV for households in developing countries. The Netherlands Energy Research Foundation ECN together with the Department of Science, Technology and Society of Utrecht University
- Nieuwenhout FDJ, Van Dijk A, Lasschuit PE, Van Roekel G, Van Dijk VAP, Hirsch D, Arriaza H, Hankins M, Sharma BD & Wade H. 2001. Experience with solar home systems in developing countries: a review. Progress in Photovoltaics: Research and Applications 9(6):455-474
- Retumban KAM. 2015. Comparison of tree-based methods in identifying factors influencing credit card ownership and prediction accuracy. The Philippine Statistician 64(1):15-29
- Samad HA, Khandker SR, Asaduzzaman M & Yunus M. 2013. The benefits of solar home systems: an analysis from Bangladesh. Policy Research Working Paper no. WPS 6724. World Bank Group, Washington, DC
- Stojanovski O, Thurber M & Wolak F. 2017. Rural energy access through solar home systems: use patterns and opportunities for improvement. Energy for Sustainable Development 37:33-50
- Villejo SJ. 2015. Classification and prediction of suicidal tendencies of the youth in the Philippines: an empirical study. The Philippine Statistician 64(1):35-43
- World Bank. 2000. Zimbabwe rural electrification study (English). Energy Sector Management Assistance Programme (ESMAP), no. ESM 228. World Bank, Washington, DC
- Yaungket J and Tezuka T. 2013. A survey of remote household energy use in rural Thailand. Energy Procedia 34:64-72
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ISSN 0116-0710 (Print)