IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v136y2021ics1364032120307000.html
   My bibliography  Save this article

Can electricity demand lead to air pollution? A spatio-temporal analysis of electricity demand with climatic conditions

Author

Listed:
  • Bedi, Jatin
  • Toshniwal, Durga

Abstract

India, the third largest electricity producer, has been suffering from high power deficit for the past few decades. In recent years, the Government of India (GOI) has taken several initiatives to provide uninterrupted energy availability to citizens. The proposed study is aimed to help Indian government and private agencies in proactive planning of various energy related activities including spatial resolved generation planning, timestamp activities planning, transmission network optimization and many more. In this context, the article delivers details about the performed Spatio-temporal analysis of energy availability/deficiency in the country, India. Furthermore, as a step towards overall electrification, the Indian government had launched the Saubhagya scheme (2017) to provide reliable and accelerated electricity access to un-electrified rural and urban households. The analytical assessment of citizens' views on such policies is beneficial for the government agencies to decide future spatial movement and resources planning. Hence, this study, later on, delivers a novel insight in the energy domain by examining citizens' views through Twitter-based regional analysis. This analysis gives inference regarding citizens’ sentiments on policies or electrification status published by GOI. Here, the presented work showed that citizens from four out of the five regions express positive opinions on electrification progress made by GOI. In the last stage, the impact of increasing electricity demand and climate changes on air pollution of a city is examined using the Granger causality test. The test experiments are performed on the well-planned northern city, Chandigarh. Although many researchers have explored the association between the climatic conditions and the energy demand, in this work, along with these factors, the causal interaction with air pollution is also shown.

Suggested Citation

  • Bedi, Jatin & Toshniwal, Durga, 2021. "Can electricity demand lead to air pollution? A spatio-temporal analysis of electricity demand with climatic conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 136(C).
  • Handle: RePEc:eee:rensus:v:136:y:2021:i:c:s1364032120307000
    DOI: 10.1016/j.rser.2020.110413
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032120307000
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2020.110413?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kocaman, Ayse Selin & Ozyoruk, Emin & Taneja, Shantanu & Modi, Vijay, 2020. "A stochastic framework to evaluate the impact of agricultural load flexibility on the sizing of renewable energy systems," Renewable Energy, Elsevier, vol. 152(C), pages 1067-1078.
    2. Staffell, Iain & Pfenninger, Stefan, 2018. "The increasing impact of weather on electricity supply and demand," Energy, Elsevier, vol. 145(C), pages 65-78.
    3. Burke, Paul J. & Stern, David I. & Bruns, Stephan B., 2018. "The Impact of Electricity on Economic Development: A Macroeconomic Perspective," International Review of Environmental and Resource Economics, now publishers, vol. 12(1), pages 85-127, November.
    4. Braun, M.R. & Altan, H. & Beck, S.B.M., 2014. "Using regression analysis to predict the future energy consumption of a supermarket in the UK," Applied Energy, Elsevier, vol. 130(C), pages 305-313.
    5. Yating Li & William A. Pizer & Libo Wu, 2019. "Climate change and residential electricity consumption in the Yangtze River Delta, China," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(2), pages 472-477, January.
    6. San José, Roberto & Pérez, Juan Luis & Pérez, Libia & Gonzalez Barras, Rosa Maria, 2018. "Effects of climate change on the health of citizens modelling urban weather and air pollution," Energy, Elsevier, vol. 165(PA), pages 53-62.
    7. Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
    8. Mohanty, Sthitapragyan & Patra, Prashanta K. & Sahoo, Sudhansu S. & Mohanty, Asit, 2017. "Forecasting of solar energy with application for a growing economy like India: Survey and implication," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 539-553.
    9. Bose, Ranjan Kumar & Shukla, Megha, 1999. "Elasticities of electricity demand in India," Energy Policy, Elsevier, vol. 27(3), pages 137-146, March.
    10. Ghosh, Sajal, 2002. "Electricity consumption and economic growth in India," Energy Policy, Elsevier, vol. 30(2), pages 125-129, January.
    11. Abdar, Moloud & Basiri, Mohammad Ehsan & Yin, Junjun & Habibnezhad, Mahmoud & Chi, Guangqing & Nemati, Shahla & Asadi, Somayeh, 2020. "Energy choices in Alaska: Mining people's perception and attitudes from geotagged tweets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    12. Bedi, Jatin & Toshniwal, Durga, 2019. "Deep learning framework to forecast electricity demand," Applied Energy, Elsevier, vol. 238(C), pages 1312-1326.
    13. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    14. Raza, Muhammad Qamar & Khosravi, Abbas, 2015. "A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 1352-1372.
    15. Julian Roy Spradley & William L. Fang, 1997. "The role of electricity in sustainable development," Natural Resources Forum, Blackwell Publishing, vol. 21(1), pages 61-67, February.
    16. Barman, Mayur & Dev Choudhury, N.B. & Sutradhar, Suman, 2018. "A regional hybrid GOA-SVM model based on similar day approach for short-term load forecasting in Assam, India," Energy, Elsevier, vol. 145(C), pages 710-720.
    17. Qin, Yong & Li, Kun & Liang, Zhanhao & Lee, Brendan & Zhang, Fuyong & Gu, Yongcheng & Zhang, Lei & Wu, Fengzhi & Rodriguez, Dragan, 2019. "Hybrid forecasting model based on long short term memory network and deep learning neural network for wind signal," Applied Energy, Elsevier, vol. 236(C), pages 262-272.
    18. Dedinec, Aleksandra & Filiposka, Sonja & Dedinec, Aleksandar & Kocarev, Ljupco, 2016. "Deep belief network based electricity load forecasting: An analysis of Macedonian case," Energy, Elsevier, vol. 115(P3), pages 1688-1700.
    19. Jamil, Faisal & Ahmad, Eatzaz, 2011. "Income and price elasticities of electricity demand: Aggregate and sector-wise analyses," Energy Policy, Elsevier, vol. 39(9), pages 5519-5527, September.
    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. Badr Eddine Lebrouhi & Eric Schall & Bilal Lamrani & Yassine Chaibi & Tarik Kousksou, 2022. "Energy Transition in France," Sustainability, MDPI, vol. 14(10), pages 1-28, May.
    2. Badr Eddine Lebrouhi & Éric Schall & Bilal Lamrani & Yassine Chaibi & Tarik Kousksou, 2022. "Energy Transition in France," Post-Print hal-03716839, HAL.

    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. Mudassir Zaman & Farzana Shaheen & Azad Haider & Sadia Qamar, 2015. "Examining Relationship between Electricity Consumption and its Major Determinants in Pakistan," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 998-1009.
    2. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    3. Bashiri Behmiri, Niaz & Pires Manso, José R., 2012. "Does Portuguese economy support crude oil conservation hypothesis?," Energy Policy, Elsevier, vol. 45(C), pages 628-634.
    4. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    5. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    6. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    7. Chor Foon Tang and Eu Chye Tan, 2012. "Electricity Consumption and Economic Growth in Portugal: Evidence from a Multivariate Framework Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    8. Kouakou, Auguste K., 2011. "Economic growth and electricity consumption in Cote d'Ivoire: Evidence from time series analysis," Energy Policy, Elsevier, vol. 39(6), pages 3638-3644, June.
    9. Kumar, Ronald Ravinesh & Stauvermann, Peter Josef & Patel, Arvind & Kumar, Nikeel, 2017. "The effect of energy on output per worker in the Balkan Peninsula: A country-specific study of 12 nations in the Energy Community," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1223-1239.
    10. Jaganath BEHERA, 2023. "Sectoral Electricity Consumption And Economic Growth In India: An Empirical Study From 1970 To 2016," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 23(2), pages 127-152.
    11. Ronald Kumar & Peter Stauvermann & Arvind Patel, 2015. "Nexus between electricity consumption and economic growth: a study of Gibraltar," Economic Change and Restructuring, Springer, vol. 48(2), pages 119-135, May.
    12. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "The dynamics of electricity consumption and economic growth: A revisit study of their causality in Pakistan," Energy, Elsevier, vol. 39(1), pages 146-153.
    13. Stephan B. Bruns, Christian Gross and David I. Stern, 2014. "Is There Really Granger Causality Between Energy Use and Output?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    14. Janesh Sami, 2011. "Multivariate Cointegration and Causality between Exports, Electricity Consumption and Real Income per Capita: Recent Evidence from Japan," International Journal of Energy Economics and Policy, Econjournals, vol. 1(3), pages 59-68, November.
    15. Maria Pempetzoglou, 2014. "Electricity Consumption and Economic Growth: A Linear and Nonlinear Causality Investigation for Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 4(2), pages 263-273.
    16. Jasiński, Tomasz, 2022. "A new approach to modeling cycles with summer and winter demand peaks as input variables for deep neural networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    17. Kyophilavong, Phouphet & Shahbaz, Muhammad & Kim, Byoungki & OH, Jeong-Soo, 2017. "A note on the electricity-growth nexus in Lao PDR," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1251-1260.
    18. Sharma, Susan Sunila, 2010. "The relationship between energy and economic growth: Empirical evidence from 66 countries," Applied Energy, Elsevier, vol. 87(11), pages 3565-3574, November.
    19. Tang, Chor Foon & Shahbaz, Muhammad, 2013. "Sectoral analysis of the causal relationship between electricity consumption and real output in Pakistan," Energy Policy, Elsevier, vol. 60(C), pages 885-891.
    20. Khan, Muhammad Arshad & Abbas, Faisal, 2016. "The dynamics of electricity demand in Pakistan: A panel cointegration analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1159-1178.

    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:eee:rensus:v:136:y:2021:i:c:s1364032120307000. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.