Smart Sankey picturization for energy management systems in India
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India’s energy demand is predicted to rise by 135% within a span of 20 years. Coping up with surging energy demands requires several reforms in both renewable and non-renewable sectors. Factors such as rising population, reduction in the cost of renewable energy technology and their effect on the nation’s GDP, can make policy making a herculean task and the justification for such policies, quite opaque to the public. Artificial Intelligence (AI) technology can help decision makers to quickly draw conclusions from voluminous datasets under different heads. However, AI results need to be post-processed so that they are easily understood by the layperson. This paper focuses on using Sankey diagrams as a post-processing tool for AI systems. Policy formulation often requires an overall assessment of energy sources, production pathways, end used destinations and wastage encountered—these can be easily visualized with a Sankey diagram. For this work, a Sankey protocol was written out in a form where a prompt asks the user to supply information through a spreadsheet interfaced with a customized mobile app—a first anywhere in the subcontinent. India’s mobile sector is vibrant, and the paper presents a enabling the user to have a handle on the dynamics of energy distribution locally. The app gives an instant feel of the apportioned energy across grids, the projected changes for the next decade, the efficiency and feasibility of each sector and lastly a telling visual representation showing the main strengths and weaknesses in the energy sector.
KeywordsSankey diagrams Energy Management Energy visualization technique Mobile telephony
We would like to express our gratitude to Sushrut Deshpande (Vellore Institute of Technology) who helped in formulating the structure of the introduction and in preparation of data sets.
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
- Bureau of Economics and Statistics, Govt. of Karnataka. Village electrification for 1971. https://www.indiastat.com/table/power-data/26/village-electrification-1950-2018/449720/373362/data.aspx. Accessed 9 Sept 2018
- Central Electricity Authority (2018) Growth of electricity sector in India from 1947–2018. http://www.cea.nic.in/reports/others/planning/pdm/growth_2018.pdf. Accessed 9 Sept 2018
- Economic & Statistical Organization, Government of Punjab. Statistical Abstract of Punjab (2001). Village electrification for 2000. https://www.indiastat.com/table/power-data/26/village-electrification-1950-2018/449720/81342/data.aspx. Accessed 9 Sept 2018
- Kazmin, A (2016) India’s population shift sparks a rethink of rural strategy. Financ Times. https://www.ft.com/content/950a3f1c-ef47-11e5-9f20-c3a047354386. Accessed 9 Sept 2018
- Lupton R, ipysankeywidget. https://github.com/ricklupton/ipysankeywidget. Accessed 09 Sept 2018
- Lupton R, d3-sankey-diagram. https://github.com/ricklupton/d3-sankey-diagram. Accessed 09 Sept 2018
- Ministry of Power, Govt. of India. Village electrification for 2018. https://www.indiastat.com/table/power-data/26/village-electrification-1950-2018/449720/1093384/data.aspx. Accessed 9 Sept 2018
- Ministry of Statistics and Programme Implementation Government of India. Energy Statistics (2016). http://www.mospi.gov.in/sites/default/files/publication_reports/Energy_statistics_2016.pdf. Accessed 09 Sept 2018
- NITI Aayog. State Statistics; Electricity Generation: India. http://niti.gov.in/writereaddata/files/Electricity%20Generation.xlsx. Accessed 09 Sept 2018
- NITI Aayog. State Statistics; Household Electrification: India. http://niti.gov.in/writereaddata/files/Household%20Electrification.xlsx. Accessed 09 Sept 2018
- NITI Aayog. State Statistics; Transmission and Distribution Losses: India. http://niti.gov.in/writereaddata/files/T%26D%20Losses.xlsx. Accessed 09 Sept 2018