ASSESSING HOUSEHOLDS’ GAS AND ELECTRICITY CONSUMPTION: A CASE STUDY OF DJELFA, ALGERIA
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Keywords

Algeria
gas consumption
electricity consumption
household characteristics
housing characteristics
density
statistical approach
GIS

How to Cite

Boukarta, S., & Berezowska-Azzag, E. (2018). ASSESSING HOUSEHOLDS’ GAS AND ELECTRICITY CONSUMPTION: A CASE STUDY OF DJELFA, ALGERIA. Quaestiones Geographicae, 37(4), 111–129. https://doi.org/10.2478/quageo-2018-0034

Abstract

Households are the major energy consumer and contributor to the emission of greenhouse gases. The Algerian policy of mastering energy has improved building energy efficiency since 1994 by introducing thermal regulation (DTR). However, energy consumption is still increasing instead of decreasing, which is mainly due to occupants’ behaviour which is difficult to estimate and predict. This paper explores the impact of households and housing characteristics on residential gas and electricity consumption in the 36 municipalities of the department of Djelfa (Algeria) which is located in an arid and semi-arid climate zone. This paper is based on GIS and statistical techniques. It considers the yearly gas and electricity energy consumption (2013) of the municipalities of the department of Djelfa. The method is organised in four steps: (a) a multiple linear regression is used to construct two estimative models of gas and electricity. The models have more than 93% of accuracy for both gas and electricity models; (b) estimating gas and electricity consumption for 2008 according to the developed models; (c) organisation of the census data of 2008 in five dimensions: the population distribution, household characteristics, housing type and occupancy, and finally household appliance ownership; (d) a set of sensitivity analysis is performed based on Principal Component Analysis (PCA) and Pearson’s bivariate correlation and finally a path analysis is performed based on Structural Equation Model (SEM) to assess the importance of each variable. The overall impact of all these variables indicates that increasing the household size is the first factor reducing the electricity and gas consumption followed by the housing surface, density, room occupancy, and older households, while increasing the education level and appliance ownership boosts both per-capita gas and electricity consumption.

https://doi.org/10.2478/quageo-2018-0034
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References

Alam M., Sathaye J., Barnes D., 1998. Urban household energy use in India: Efficiency and policy implications. Energy policy 26(11): 885–891.

Ali-Toudert F., Weidhaus J., 2017. Numerical assessment and optimization of a low-energy residential building for Mediterranean and Saharan climates using a pilot project in Algeria. Renewable Energy 101: 327–346.

APRUE 2010. Recueil de textes législatifs et réglementaires sur la maîtrise de l’énergie, retrieved from : www.aprue. org.dz/ (accessed: January 2017).

APRUE 2012. Final report, Consommation Energétique Finale de l’Algérie, Chiffres clés Année 2012. Retrieved from http://www.aprue.org.dz/ (accessed: January 2017).

Baker K.J., Rylatt R.M., 2008. Improving the prediction of UK domestic energy-demand using annual consumption-data. Applied Energy 85(6): 475–482.

Bedir M., Hasselaar E., Itard L., 2013. Determinants of electricity consumption in Dutch dwellings. Energy and Buildings 58: 194–207.

Beerepoot M., Beerepoot N., 2007. Government regulation as an impetus for innovation: Evidence from energy performance regulation in the Dutch residential building sector. Energy Policy 35(10): 4812–4825.

Bouamama Wahiba, 2013. Au Sujet De La Politique D’efficacité Energétique En Algérie: Approche Systémique Pour Un Développement Durable. Cas De: Programme EcoBat Cnerib. Master’s Thesis, University of Tlemcen.

Boukarta S., Berezowska E., 2017. Exploring the energy implication of urban density in residential buildings. Journal of Applied Engineering Sciences 7(1): 7–14. (accessed: 21 July 2017) doi:10.1515/jaes-2017-0001

Brounen D., Kok N., Quigley J.M., 2012. Residential energy use and conservation: Economics and demographics. European Economic Review 56(5): 931–945.

Carlson D.R., Matthews H.S., Bergés M., 2013. One size does not fit all: Averaged data on household electricity is inadequate for residential energy policy and decisions. Energy and Buildings 64: 132–144.

Carter A., Craigwell R., Moore W., 2011. Price reform and household demand for electricity. Journal of Policy Modeling 34(2): 242–252.

CDER, RETA. Website of the thermal regulation in Algeria. www.reta.cder.dz (accessed: January 2017)

Chen J., Wang X., Steemers K., 2013. A statistical analysis of a residential energy consumption survey study in Hangzhou, China. Energy and Buildings 66: 193–202.

Cramer J.C., Miller N., Craig P., Hackett B.M., Dietz T.M., Vine E.L., Kowalczyk D.J., 1985. Social and engineering determinants and their equity implications in residential electricity use. Energy 10(12): 1283–1291.

Dall’o’ G., Galante A., Torri M., 2012. A methodology for the energy performance classification of residential building stock on an urban scale. Energy and Buildings 48: 211–219.

De Villaret F., 1995. Siècles de steppe, Jalons pour l’histoire de Djelfa, Centre de Documentation Saharienne, Ghardaia (Algérie).

De Groot E., Spiekman M., Opstelten I., (2008), Dutch research into user behaviour in relation to energy use of residences. In: 25th PLEA Conference on Passive and Low Energy Architecture.

Derradji L., Boudali Errebai F., Amara M., Maoudj Y., Dhebri B., Chikh S., Mokhtari F., 2011. Etude expérimentale du comportement thermique d’une maison rurale à faible consommation d’énergie. In: 15 èmes Journées Internationales de Thermique, JITH2011, Tlemcen, Alegria.

Derradji L., Imessad K., Amara M., Errebai F.B., 2017. A study on residential energy requirement and the effect of the glazing on the optimum insulation thickness. Applied Thermal Engineering 112: 975–985.

DerradjiL., ImessadK., Boudali ErrebaiF., AmaraM., MaoudjY., MokhtariF., 2012. Etude de l’efficacité énergétique d’une maison économique en Algérie. In: 2 ème Congres de l’Association Marocaine de Thermique, Casablanca, Morocco.

Djelloul A., Draoui B., Moummi N., 2013. Simulation du comportement énergétique des bâtiments résidentiels au sud algérien. Courrier du Savoir 17: 113–119.

DTR C3.2., 2004. Règlement Thermique des Bâtiments d’Habitation e Règles de Calcul des Déperditions Calorifiques, Fascicule 1, Document Technique Réglementaire, Ministère de l’habitat et de l’urbanisme, CNERIB, Alger.

DTR C3.4., 2004. Règlement Thermique des Bâtiments d’Habitation et Règles de Calcul des Apports Calorifiques des Bâtiments, Fascicule 2, Document Technique Réglementaire, Ministère de l’habitat et de l’urbanisme, CNERIB, Alger.

Fanger P., 1972. Thermal comfort: Analysis and applications in environmental engineering. McGraw-Hill, New York.

Field A., 2009. Discovering statistics using SPSS. Sage publications.

Ghasemi A., Zahediasl S., 2012. Normality tests for statistical analysis: A guide for non-statisticians. International Journal of Endocrinology and Metabolism 10(2): 486.

Giz, 2015. Guide Pour Une Construction Eco-Energétique En Algérie.

Gram-Hanssen K., Kofod C., Petersen K.N., 2004. Different everyday lives: Different patterns of electricity use. In 2004 ACEEE Summer study on energy efficiency in buildings, pp. 1–13.

Guerra Santin O., 2010. Actual energy consumption in dwellings: The effect of energy performance regulations and occupant behaviour. Sustainable Urban Areas 33.

Haas R., Auer H., Biermayr P., 1998. The impact of consumer behaviour on residential energy demand for space heating. Energy and Buildings 27: 195–205.

Halvorsen B., Larsen B.M., 2001. Norwegian residential electricity demand – a microeconomic assessment of the growth from 1976 to 1993. Energy Policy 29(3): 227–236.

Hamiche A.M., Stambouli A.B., Flazi S., 2015. A review on the water and energy sectors in Algeria: Current forecasts, scenario and sustainability issues. Renewable and Sustainable Energy Reviews 41: 261–276.

Hammad K., Saeed T., Sharawi H.A., 2014. Factors affecting fuel consumption in household cooking in El-Salam locality, South Kordofan State, Sudan. The 5th Annual Conference – Agricultural and Veterinary Research.

Harold J., Lyons S., Cullinan J., 2015. The determinants of residential gas demand in Ireland. Energy Economics 51: 475–483.

Himri Y., Malik A.S., Stambouli A.B., Himri S., Draoui B. 2009. Review and use of the Algerian renewable energy for sustainable development. Renewable and Sustainable Energy Reviews 13(6–7): 1584–1591.

Holden E., and Norland I.T.,2005. Three challenges for the compact city as a sustainable urban form: Household consumption of energy and transport in eight residential areas in the Greater Oslo Region. Urban Studies 42 (12): 2145.

Hooper D., Coughlan J., Mullen M., 2008. Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods 6(1): 53–60.

Hui Sam C.,M., 2001. Low energy building design in high density urban cities. Renewable Energy 24: 627–640.

Hu L.T., Bentler P.M., 1999. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal 6(1): 1–55.

Iacobucci D., 2010. Structural equations modeling: Fit indices, sample size, and advanced topics. Journal of Consumer Psychology 20(1): 90–98.

Imessad K., Derradji L., Messaoudene N.A., Mokhtari F., Chenak A., Kharchi R., 2014. Impact of passive cooling techniques on energy demand for residential buildings in a Mediterranean climate. Renewable energy 71: 589–597.

JO. Journal Officiel, République démocratique algérienne et populaire, 2017. www.joradp.dz.

Jones R.V., Fuertes A., Lomas K.J., 2015. The socio-economic, dwelling and appliance related factors affecting electricity consumption in domestic buildings. Renewable and Sustainable Energy Reviews 43: 901–917.

Karamizadeh S., Abdullah S.M., Manaf A.A., Zamani M., Hooman A., 2013. An overview of principal component analysis. Journal of Signal and Information Processing 4(03): 173.

Kavousian A., Rajagopal R., Fischer M., 2013. Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants’behavior. Energy 55: 184–194.

Kelly S., 2011. Do homes that are more energy efficient consume less energy?: A structural equation model of the English residential sector. Energy 36(9): 5610–5620.

Kim H.Y., 2013. Statistical notes for clinical researchers: Assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry & Endodontics 38(1): 52–54.

Lariviere I., Lafrance G., 1999. Modelling the electricity consumption of cities: Effect of urban density. Energy economics 21(1): 53–66.

Leahy E., Lyons S., 2010. Energy use and appliance ownership in Ireland. Energy Policy 38(8): 4265–4279.

Liao H.C., Chang T.F., 2002. Space-heating and water-heating energy demands of the aged in the US. Energy Economics 24(3): 267–284.

Lindén A.L., Carlsson-Kanyama A., Eriksson B., 2006. Efficient and inefficient aspects of residential energy behaviour: What are the policy instruments for change? Energy policy 34(14): 1918–1927.

McLoughlin F., Duffy A., Conlon M., 2012. Characterising domestic electricity consumption patterns by dwelling and occupant socio-economic variables: An Irish case study. Energy and Buildings 48: 240–248.

Ndiaye D., Gabriel K., 2011. Principal component analysis of the electricity consumption in residential dwellings. Energy and Buildings 43(2): 446–453.

Nielsen L., 1993. How to get the birds in the bush into your hand: Results from a Danish research project on electricity savings. Energy Policy 21(11): 1133–1144.

ONS (Office for National Statistic), 2008. 2008’s census data.

Öztuna D., Elhan A.H., Tüccar E., 2006. Investigation of four different normality tests in terms of type 1 error rate and power under different distributions. Turkish Journal of Medical Sciences 36(3): 171–176.

Ouedraogo B., 2006. Household energy preferences for cooking in urban Ouagadougou, Burkina Faso. Energy Policy 34(18): 3787–3795.

Ouyang J., Hokao K., 2009. Energy-saving potential by improving occupants’behavior in urban residential sector in Hangzhou City, China. Energy and Buildings 41(7): 711–720.

Owen J.A., 2014. Principal Component Analysis: Data reduction and simplification. McNair Scholars Research Journal 1(1): 2.

Parti M., Parti C., 1980. The total and appliance-specific conditional demand for electricity in the household sector. The Bell Journal of Economics 309–321.

Salat S., Labbé F., 2011. Les villes et les formes: sur l’urbanisme durable. Hermann.

Santamouris M., Kapsis K., Korres D., Livada I., Pavlou C., Assimakopoulos M.N., 2007. On the relation between the energy and social characteristics of the residential sector. Energy and Buildings 39(8): 893–905.

Sénit C.A., 2008. L’efficacité énergétique dans le secteur résidentiel: Une analyse des politiques des pays du Sud et de l’Est de la Méditerranée. IIddri, Idées pour le débat 14.

Schreiber J.B., Nora A., Stage F.K., Barlow E.A., King J., 2006. Reporting structural equation modeling and confirmatory factor analysis results: A review. The Journal of Educational Research 99(6): 323–338.

Sonderegger R.C., 1978. Movers and stayers: The resident’s contribution to variation across houses in energy consumption for space heating. Energy and Buildings 1(3): 313–324.

Sonelgaz, 2013. Yearly energy consumption of the department of Djelfa.

Steadman P., 1979. Energy and patterns of land use. In: Watson D. (ed.), Energy conservation through building design. McGraw-Hill, New York: 246–260.

Subrémon H., 2009. Habiter avec l’énergie. Pour une anthropologie sensible de la consommation d’énergie. Doctoral dissertation, Université de Nanterre-Paris X.

Tso G.K., Yau K.K., 2007. Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks. Energy 32(9): 1761–1768.

VandeWeghe J.R., Kennedy C., 2007. A spatial analysis of residential greenhouse gas emissions in the Toronto census metropolitan area. Journal of Industrial Ecology 11(2): 133–144.

Wiesmann D., Azevedo I.L., Ferrão P., Fernández J.E., 2011. Residential electricity consumption in Portugal: Findings from top-down and bottom-up models. Energy Policy 39(5): 2772–2779.

Yohanis Y.G., Mondol J.D., Wright A., Norton B., 2008. Real-life energy use in the UK: How occupancy and dwelling characteristics affect domestic electricity use. Energy and Buildings 40(6): 1053–1059.

Zhou S., Teng F., 2013. Estimation of urban residential electricity demand in China using household survey data. Energy Policy 61: 394–402.