Energy Analytics for Development: Big Data for Energy Access, Energy Efficiency, and Renewable Energy

With unprecedented speed and scale, digital transformation is affecting multiple industries, including energy. A combination of technologies, and a more complex world demanding greater agility and new competences impact all aspects of the energy sector and manifest themselves in changing patterns of consumption, new ways of asset optimization, and cross-industry partnerships. ‘Smart solutions’ are a product of this transformation and energy data are its source.

By nature, the energy sector generates vast amounts of big data through meters, sensor networks, customer payments, credit history, satellite imagery, etc. It is not surprising that private and public energy companies are turning to the idea of leveraging big data analytics for performance optimization and improved service delivery.

The transition to a digitized energy sector will not happen on its own, and a number of enablers are required to facilitate this change. Beyond improved digital infrastructure, digital skills and analytics capabilities will need to be strengthened. This new solutions brief aims to encourage the use of big data analytics in the energy sector by outlining opportunities and identifying cases for where the use of big data analytics could help better address challenges faced by the energy sector today.


Lerner, Karin Anna Maria; Dalphond, Zhenia Viatchaninova; Gee, Matthew; Plagge, Thomas. 2017. Energy Analytics for Development: Big Data for Energy Access, Energy Efficiency, and Renewable Energy. ESMAP Knowledge Series 027/17. Washington, D.C.: World Bank Group.

Users also downloaded
This report addresses the technical dimension of the challenge in the context of developing countries, intending to inform E-Mobility practitioners and policymakers about the impacts on power systems…
March 31 2023
This study has conducted a comprehensive assessment of the PT network in Odessa, involving the collection and analysis of PT demand and supply data, land-use and socio- economic data, focus groups,…
July 5 2018
This paper takes stock of the empirical and conceptual literature on the financial viability and cost recovery of the power sector in developing countries.
December 20 2017
This report gives an overview of the on-site installation of the Tier 1 station close to the guardhouse at the water spillway of the Tan Hoa dam, in Dak Lak, Central Highlands region, which took…
September 12 2017