THE COMPARISON OF ELECTRICITY PRODUCTION, ELECTRICITY CONSUMPTION, POPULATION GROWTH, AND ECONOMIC GROWTH IN PAKISTAN, INDIA AND BANGLADESH AND FORECASTING THROUGH 2030, AN ARTIFICIAL NEURAL NETWORK (ANN) APPROACH

Issue 1, Volume 1 / August / 2025
Authors

FA Shah, F Aziz, M Faryyal

Abstract

The purpose of this study was to investigate the comparison between electricity production, electricity consumption, electricity production capacity and economic growth of Pakistan, India and Bangladesh and to forecast these variables till 2030 through ANN technique. The secondary data was gathered from year 1980 to 2018. First all the variables were examined through regression analysis to find the relationship among them then, an Artificial Neural Network was developed to predict the future values of the variables.
Keywords: Forecasting, Electricity, Consumption, Production, ANN, Regression

References

[1] A. Rehman, “The nexus of electricity access, population growth, economic growth in Pakistan and projection through 2040,” International Journal of Energy Sector Management, 2019.

[2] I. N. Kessides, “Chaos in power: Pakistan’s electricity crisis,” Energy Policy, vol. 55, pp. 271–285, 2013, doi: 10.1016/j.enpol.2012.12.005.

[3] A. Rehman, L. Jingdong, B. Shahzad, A. A. Chandio, I. Hussain, G. Nabi, and M. S. Iqbal, “Economic perspectives of major field crops of Pakistan: an empirical study,” Pacific Science Review B: Humanities and Social Sciences, 2015.

[4] World Bank, Doing Business 2014: Understanding Regulations for Small and Medium-Size Enterprises, Washington, DC, USA: World Bank, 2014. [Online]. Available: https://www.doingbusiness.org/reports/global-reports/doing-business-2014.

[5] Hydrocarbon Development Institute of Pakistan, Pakistan Energy Yearbook 2013, Ministry of Petroleum and Natural Resources, Government of Pakistan, 2013.

[6] M. H. Sahir and A. H. Qureshi, “Assessment of new and renewable energy resources potential and identification of barriers to their significant utilization in Pakistan,” Renewable and Sustainable Energy Reviews, vol. 12, no. 1, pp. 290–298, 2008, doi: 10.1016/j.rser.2006.07.002.

[7] A. A. Shah, S. M. Qureshi, A. Bhutto, and A. Shah, “Sustainable development through renewable energy – the fundamental policy dilemmas of Pakistan,” Renewable and Sustainable Energy Reviews, vol. 15, no. 1, pp. 861–865, 2011, doi: 10.1016/j.rser.2010.09.014.

[8] M. P. Koh and W. K. Hoi, “Sustainable biomass production for energy in Malaysia,” Biomass and Bioenergy, vol. 25, no. 5, pp. 517–529, 2003.

[9] U. K. Mirza, N. Ahmad, K. Harijan, and T. Majeed, “Identifying and addressing barriers to renewable energy development in Pakistan,” Renewable and Sustainable Energy Reviews, vol. 13, no. 4, pp. 927–931, 2009, doi: 10.1016/j.rser.2007.11.006.

[10] S. R. Khandker, D. F. Barnes, and H. A. Samad, “The welfare impacts of rural electrification in Bangladesh,” Energy Journal, vol. 33, no. 1, pp. 187–206, 2012.

[11] S. R. Khandker, D. F. Barnes, and H. A. Samad, “Welfare impacts of rural electrification: a panel data analysis from Vietnam,” Economic Development and Cultural Change, vol. 61, no. 3, pp. 659–692, 2013.

[12] J. P. Rud, “Electricity provision and industrial development: evidence from India,” Journal of Development Economics, vol. 97, pp. 352–367, 2012.

[13] D. van de Walle, M. Ravallion, V. Mendiratta, and G. Koolwal, “Long-term gains from electrification in rural India,” World Bank Economic Review, vol. 31, no. 2, pp. 385–411, 2017.

[14] T. Fujii, A. S. Shonchoy, and S. Xu, “Impact of electrification on children’s nutritional status in rural Bangladesh,” World Development, vol. 102, pp. 315–330, 2017.

[15] World Bank, The Welfare Impact of Rural Electrification: A Reassessment of the Costs and Benefits, Washington, DC, USA: World Bank, 2008.

[16] G. Bensch, J. Kluve, and J. Peters, “Impacts of rural electrification in Rwanda,” Journal of Development Effectiveness, vol. 3, no. 4, pp. 567–588, 2011.

[17] M. Lipscomb, M. A. Mobarak, and T. Barham, “Development effects of electrification: evidence from the topographic placement of hydropower plants in Brazil,” American Economic Journal: Applied Economics, vol. 5, no. 2, pp. 200–231, 2013.

[18] R. Heltberg, “Household fuel and energy use in developing countries: A multi-country study,” World Bank, Energy Sector Management Assistance Program Technical Paper Series, no. 42, 2003.

[19] A. N. Herrin, “Rural electrification and fertility change in the southern Philippines,” Population and Development Review, vol. 5, no. 1, pp. 61–86, 1979.

[20] S. F. Harbison and W. C. Robinson, “Rural electrification and fertility change,” Population Research and Policy Review, vol. 4, no. 2, pp. 149–171, 1985.

[21] National Institute of Population Research and Training (NIPORT), Mitra and Associates, and ORC Macro, Bangladesh Demographic and Health Survey 1999-2000, Dhaka, Bangladesh, and Calverton, Maryland, USA, 2001.

[22] National Institute of Population Research and Training (NIPORT), Mitra and Associates, and ICF International, Bangladesh Demographic and Health Survey 2014, Dhaka, Bangladesh, and Calverton, Maryland, USA, 2016.

[23] S. Ghosh, “Electricity consumption and economic growth in India,” Energy Policy, vol. 30, no. 2, pp. 125–129, 2002, doi: 10.1016/s0301-4215(01)00078-7.

[24] G. Gupta and N. C. Sahu, “Causality between electricity consumption and economic growth: empirical evidence from India,” Munich Personal RePEc Archive, 2009.

[25] B. Bhaskar, Energy Security and Economic Development in India: A Holistic Approach, New Delhi, India: The Energy and Resources Institute (TERI), 2013.

[26] K. Singh and V. Mann, “A discussion on rural development strategies of Haryana,” Asian Journal of Sociological Research, pp. 1–4, 2020.

Paper Details:

Paper ID: IJMETS-20250630-****

Published Date: 13 Aug 2025
Number of pages: 1-13

DOI;

https://doi.org/10.5281/zenodo.16848416