Publication:
Data Analytics for Advanced Metering Infrastructure: A Guidance Note for South Asian Power Utilities

Loading...
Thumbnail Image
Files in English
English PDF (32.58 MB)
586 downloads
English Text (383.26 KB)
180 downloads
Published
2018-11
ISSN
Date
2019-10-16
Author(s)
Editor(s)
Abstract
The power industry in South Asia is on the cusp of a transformation driven by technological advances, decreasing energy intensity, heightened environmental awareness, and evolving customer expectations. Governments in most South Asian countries are helping utilities by implementing various schemes to improve their power sectors. In particular, the widespread and successful adoption of smart metering in advanced economies over the last decade has encouraged South Asian policy makers to take an increasing interest in smart metering systems in hope that they can address some of the chronic issues. Now, with high-level policies in place and utilities keen to adopt smart metering, funding requirement and implementation challenges remain the bottlenecks to mass deployment. A recent World Bank–funded study for South Asian Utilities, carried out in 2018, developed guidance, based on user experience, on the deployment and operation of advanced metering infrastructure (AMI) and analytics systems by electricity distribution utilities in India and other South Asian countries. The guidance is intended for the ready reference of policy makers and utility managers. This report has two main parts as follows: Chapter 1 provides an overview of the use of data analytics by power utilities, including conceptual architecture for system deployment, meter data flow in metering, billing and collection (MBC) processes, and data analytics systems; and Chapter 2 describes the transition phase utilities go through while adopting data analytics systems, including an explanation of procurement and implementation models for data analytics systems.
Link to Data Set
Citation
World Bank. 2018. Data Analytics for Advanced Metering Infrastructure: A Guidance Note for South Asian Power Utilities. © World Bank. http://hdl.handle.net/10986/32549 License: CC BY 3.0 IGO.
Digital Object Identifier
Associated URLs
Associated content
Report Series
Other publications in this report series
Journal
Journal Volume
Journal Issue
Collections

Related items

Showing items related by metadata.

  • Publication
    Applications of Advanced Metering Infrastructure in Electricity Distribution
    (Washington, DC, 2011) World Bank
    In the second half of the 1980s, several electricity companies in developed countries incorporated the automation of the reads of the consumption meters installed in their customers' premises. Adoption of that approach was driven in all the cases by the need to lower the significant costs of in-site reading, reflecting high labor costs in rich countries. There are several AMI options potentially viable for each of the automated meter reading (AMI) applications, covering a wide range in terms of technical and functional specifications of hardware and software. However, the technical and economic feasibility of a specific option crucially depends on the current operational and financial performance of the involved utilities, as well as on other key characteristics (institutional, regulatory, development of communications infrastructure) of the environment in which they operate. It is very clear that, in AMI, one size does not fit all. The applicability and options for applying AMI or smart meters technology to a variety of customer management issues commonly found in public service utilities, in particular in electricity distribution companies, are described and analyzed in this report.
  • Publication
    Survey of International Experience in Advanced Metering Infrastructure and its Implementation
    (World Bank, Washington, DC, 2018-11-30) World Bank
    This report packages international know-how around major steps and key questions to be faced by South Asian utilities in the design and deployment of advanced metering infrastructure (AMI). The type of data analytics generated by AMI can lead to a transformation of utilities, and a new generation of demand-side and supply-side efficiency measures, policies, and regulations. In addition, greater communication capabilities between the power sector and its consumers can create stronger customer provider relationships, greater understanding of needs and capabilities, and open pathways to innovation. This report covers international best practices for the end-to-end deployment of an AMI system including such areas as main functions, procurement options, cost recovery models, and the organizational or functional changes needed to implement AMI-enabled business processes. For this report, the study team surveyed a variety of international utilities, including several early adopters of AMI, which collectively represent a notable portion of smart meters deployed globally today, and these are documented in Section 4 under case studies.
  • Publication
    Can Utilities Realize the Benefits of Advanced Metering Infrastructure?
    (World Bank, Washington, DC, 2016-07) Nangia, Varun; Oguah, Samuel; Gaba, Kwawu
    Advanced metering infrastructure (AMI) provides significant benefits to utilities around the world. Although it is entering the mainstream, technical concerns, policy challenges, capacity, and will in the Bank’s client countries hinder wider adoption. Starting out with smaller AMI deployments aimed at addressing revenue constraints seems to offer the best chance of success at utilities supported by Bank financed projects.
  • Publication
    Better Household Surveys for Better Design of Infrastructure Subsidies
    (World Bank, Washington, DC, 2000-06) Gómez-Lobo, Andrés; Foster, Vivien; Halpern, Jonathan
    Reform of the water, electricity, and telecommunications sectors is gathering momentum in nearly all developing countries. Reform should include an assessment of whether subsidies are necessary and if so, how to design subsidies that reach their intended beneficiaries accurately and do not distort the market. A major challenge for reforming governments is to build the capability to do this fast enough for subsidy redesign to be incorporated in sector reform. Clearly, it would save time to use existing sources of information. Potentially, one of the most useful sources is the Living Standards Measurement Study (LSMS) survey. However, the LSMS questionnaires do not generate all the information needed for subsidy design. Fortunately, with a few simple and inexpensive changes, these surveys could be made much more useful for the design of subsidies and for devising policies that would give the poor better access to infrastructure services.
  • Publication
    Modernization of the District Heating Systems in Ukraine : Heat Metering and Consumption-Based Billing
    (Washington, DC: World Bank, 2012-03-20) Semikolenova, Yadviga; Pierce, Lauren; Hankinson, Denzel
    District heating (DH) plays a critical role in meeting basic heating needs in Ukraine, but the sector faces serious challenges that must be resolved to avoid collapse. For DH companies, the primary concern is financial sustainability. Companies lack the revenue to invest adequately in DH networks leading to lower quality of service and higher operating costs. For customers, the primary concern is quality of service and affordability. Artificially low prices have resulted in the continued deterioration of DH supply assets (and gas supply assets) resulting in lower heat supply quality. Low DH prices have provided little incentive for investment in energy efficiency. As a result, Ukraine is one of the highest energy intensive countries in the world. Ukraine, together with other Former Soviet Union countries, did not follow the path chosen by their neighbors to modernize their DH sectors. Many countries of Eastern Europe enacted critical reforms in the 1990s to address problems related to affordability, quality of service, and financial sustainability similar to those now facing Ukraine. Evidence from these countries suggests that these challenges currently facing Ukraine, while difficult, are far from insurmountable. This study situates heat metering and consumption-based billing in the context of the various DH sector reforms needed in Ukraine. It builds on the work of previous studies including the recommendations of the 2010 Energy Sector Management Assistance Program (ESMAP)-funded study, prepared by the World Bank that identified how to improve the DH sector in Kharkiv. That study outlined the potential for investments in DH systems in Kharkiv and other similar cities in Ukraine in both heat supply and demand side. It also recognized that policy changes needed to be initiated in order to create the enabling environment for this potential to be realized.

Users also downloaded

Showing related downloaded files

  • Publication
    Regional Poverty and Inequality Update: Latin America and the Caribbean, October 2025
    (Washington, DC: World Bank, 2025-10-23) World Bank
    This brief summarizes recent facts related to poverty and inequality in Latin America and the Caribbean (LAC) using the latest wave of harmonized household surveys from the Socio-Economic Database for LAC (SEDLAC). This brief was produced by the Poverty Global Practice in the LAC Region of the World Bank.
  • Publication
    A Dynamic Model of Extreme Risk Coverage : Resilience and Efficiency in the Global Reinsurance Market
    (2011-09-01) Lemoyne de Forges, Sabine; Bibas, Ruben; Hallegatte, Stephane
    This paper presents a dynamic model of the reinsurance market for catastrophe risks. The model is based on the classical capacity-constraint assumption. Reinsurers choose every year the quantity of risk they cover and the level of external capital they raise to cover these risks. The model exhibits time dependency and reproduces a market dynamics that shares many features with the real market. In particular, market price increases and reinsurance coverage decreases after large shocks, and a series of smaller losses may have a deeper impact than one larger loss. There is a significant oligopoly effect reducing reinsurance supply, and the market is segregated into strategic large actors that influence market prices and price-taker smaller firms. A regulation trade-off between market efficiency and resilience is identified and quantified: improving the ability of the market to cope with exceptional events increases the cost of reinsurance. This model provides an interesting basis to analyze further capacity needs for the insurance industry in view of growing worldwide exposure to catastrophic risks and climate change.
  • Publication
    Digital Africa
    (Washington, DC: World Bank, 2023-03-13) Begazo, Tania; Dutz, Mark Andrew; Blimpo, Moussa
    All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.
  • Publication
    Ukraine Country Environmental Analysis
    (World Bank, Washington, DC, 2016-01) World Bank
    The objective of the Country Environmental Analysis (CEA) is to assess the adequacy and performance of the policy, legal, and institutional framework for environmental management in Ukraine, in light of the decentralization process of environmental governance and wider reform objectives, and to provide recommendations to government to address the key gaps identified. Ukraine is the second largest country in Europe and has a population of 43 million, the majority of whom live in urban areas. It is a lower middle income country, with the services, industry and agriculture sectors being main contributors to the country’s Gross Domestic Product (GDP). Ukraine faces a number of environmental challenges, as identified in its National Environmental Strategy 2020 (NES). Key among these are: air pollution; quality of water resources and land degradation; solid waste management; biodiversity loss; human health issues associated with environmental risk factors; in addition to climate change. The scope of Ukrainian environmental legislation is quite broad and comprehensive (more than 300 legal acts) and covers most areas of environmental protection and natural resources management. However, the environmental legislation faces a number of weaknesses:The environmental legislation is largely declaratory in nature and does not have all the essential enforcement mechanisms for the implementation of legal acts and international agreements; Many of the acts are not coordinated with each other; and Legislation undergoes limited analysis of its impact—for example, no in-depth analysis such as Regulatory Impact Analysis is conducted for proposed pieces of legislation.
  • Publication
    Thailand Monthly Economic Monitor, October 2025
    (Washington, DC: World Bank, 2025-10-22) World Bank
    Fiscal conditions remained stable, with a modest widening of the deficit to 3.1 percent of GDP. New stimulus measures are expected to support short-term demand without breaching the public debt ceiling. Inflation stayed negative, reflecting lower energy and food prices amid subdued domestic demand. The central bank kept the policy rate unchanged, citing limited policy space. Thailand’s growth momentum has slowed further as manufacturing activity and services weakened as projected. Tourism remained subdued, largely due to fewer Chinese visitors. Goods exports also slowed as earlier front-loaded orders faded, particularly in agriculture and industrial goods. The Thai baht depreciated in early October as the US dollar appreciated and the current account turned negative.