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Smart Grid Data Analytics Market

Market Insights on Smart Grid Data Analytics covering sales outlook, demand forecast & up-to-date key trends

Smart Grid Data Analytics Market by Component, Deployment Mode, End-user, IT Solution & Region - Forecast 2022 – 2032

Smart Grid Data Analytics Market Outlook (2022-2032)

[250 Pages Report]Smart Grid Data Analytics Market analysis report by Future Market Insights shows that global sales of Smart Grid Data Analytics Market in 2021 was held at US$ 4.3 Bn. With the projected growth of 12.3% during 2022 – 2032, the market is expected to reach a valuation of US$ 14.9 Bn by 2032. Cloud-based Smart Grid Data Analytics is expected to be the highest revenue generating segment, projected to grow at a CAGR of around 14.9% during 2022 – 2032.

Attributes

Details

Global Smart Grid Data Analytics Market Size (2022)

US$ 4.7 Bn

Global Smart Grid Data Analytics Market Size (2032)

US$ 14.9 Bn

Global Smart Grid Data Analytics Market CAGR (2022-2032)

12.3%

U.S. Smart Grid Data Analytics Market Size (2032)

US$ 2.5 Bn

Key Companies Covered

  • Accenture Plc.
  • Capgemini S.A., Inc.
  • Dell EMC
  • IBM Corporation
  • Oracle Corporation
  • Schneider Electric
  • Itron Inc.
  • AES Ohio
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Revenue of Smart Grid Data Analytics Market from 2015 to 2021 Compared to Demand Outlook for 2022 to 2032

As per the Smart Grid Data Analytics Market research by Future Market Insights - a market research and competitive intelligence provider, historically, from 2015 to 2021, market value of the Smart Grid Data Analytics Market increased at around 14% CAGR.

The global smart grid data analytics market is primarily driven by rising smart grid investments, a rapid increase in the pace of renewable energy integration into existing systems, and technical innovation.

What Factors are propelling the Smart Grid Data Analytics Demand?

The rise in smart meter installation is projected to expand the revenue for smart grid data analytics market. AMI or Advanced Metering Infrastructure is a structured system that incorporates smart meters, communications networks, and information management framework to provide a two-way digital interface among customers and utilities. AMI offers a variety of operational benefits that help to reduce utility costs and offer convenience to customers.

AMI decreases operational costs considerably by remotely reading meters, connecting/disconnecting services, recognizing outages by issuing more exact bills faster, and enabling utilities to offer consumers with digital access to their use information. Thus, rising smart meter installation and adoption of improved metering infrastructure are likely to drive the worldwide smart grid data analytics industry throughout the forecast period.

Improved grid reliability, outstanding inherent operational performance, and effective outage are expected to drive market growth. The grid feature technologies lead to problem detection and allow the network to self-heal automatically. With the continuous disruption detection, the enhanced technology provides real-time support to energy management services, increasing situational awareness in smart grid distribution control. For instance, Networked Energy Services Corporation, one of the global smart grid solutions and service provider with the industry's major Energy Applications Platform (EAPTM), confirmed in May 2021 the strengthening of its security products with threat identification and response, with plans to deploy over 1 Mn smart meters for its new grid watch solution by mid-2021.

Several government schemes and regulations are likely to promote market expansion. Different administrations are gradually investing in these innovations and technologies in the expectation that they would assist them in meeting their greenhouse emission reduction objectives and enabling long-term economic success. Furthermore, some nations currently have net energy measuring protocols and equipment, while others are still researching the innovation and its operation, which is likely to generate attractive market potential. Countries such as United States and China have seen widespread deployment of smart meters, owing mostly to the ongoing backing of their respective governments. These considerations are projected to boost growth for analytical solutions to manage the massive amounts of data generated by smart meters. Private utility providers in the United States, such as ConEd and Duke, have seen considerable increase in smart meter deployments. This is demonstrated by the estimates of Edison Foundation Institute for Electric Innovation that smart meters installed by utilities in the United States totalled around 98 Mn at the end of 2019 and are expected to reach 107 Mn by the end of 2020.

In another example, the Indian Finance Minister declared in 2020 that the government intends to replace all traditional power meters with smart electricity meters within three years. These government efforts conducted by governments throughout the world are driving market growth.

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Region-wise Analysis

Which Region is projected to Offer the Largest Opportunity for Smart Grid Data Analytics Market?

During the projected period, North America is expected to hold the largest share in global Smart Grid Data Analytics Market with a projected market size of nearly US$ 3 Bn by 2032. The smart grid data analytics market in North America is expected to witness high adoption of smart grid technologies due to huge expenditures in new grid developments and smart city initiatives. The region has promising government policies in place to promote sustainable energy generation. Furthermore, the increased demand for efficient energy in power generation is likely to drive the regional outlook.

Growing distribution automation investments, as well as the increasing complexity of electricity distribution infrastructure, are expected to boost the market outlook as well. For instance, the GridWise Alliance announced large investments in the transmission and distribution infrastructure system of the United States in July 2021. The project will spend US$ 5 Bn in grid adaptability technology including controls, sensors, and storage, and US$ 8.5 Bn in grid connection technologies like improved metering infrastructure and energy monitoring systems.

Other regions including as Asia Pacific and Europe, continue to account for a sizable market share due to broad acceptance of these solutions and a greater emphasis on sustainable and renewable energy development. For instance, in February 2020, the Government of India under the Smart Meter National Programme, declared that 1 Mn smart meters will be placed across the country (SMNP). In May 2020, the U.K government's smart metering project implementation programme showed around 26.6 Mn electricity meters operated by major energy firms in private households across the country.

Country-wise Analysis

Which Country Lies at the CenterStage for Smart Grid Data Analytics Market Revenue?

The United States is expected to have the highest smart grid data analytics market share of US$ 2.5 Bn by the end of 2032 with an expected CAGR of 10% by the end of 2032. Due to the increasing severity and frequency of natural catastrophes, as well as unscheduled power outages, the United States will experience significant growth. Furthermore, increased government activities aimed at addressing climate change and ensuring mutual energy security, as well as the introduction of renewable energy into power networks, will augment the demand commercial sector.

Rising urbanization, theft prevention facilities, and lower management and operations costs for services are some of the key drivers encouraging smart grid data analytics market growth in the region. The integration of owner and customer power generation systems, including sustainable energy, allows environmental regulations and objectives to be met. Expanding partnerships, joint ventures, and inorganic strategic partnerships will benefit the industry environment.

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Category-wise Insights

Which Smart Grid Data Analytics Segment is projected to Witness Fastest Growth among Smart Grid Data Analytics interface by Component?

Generalized Solutions segment is forecasted to grow at the highest CAGR of around 14% during 2022-2032. To develop a stronger decision support system, smart grid data analytics solutions are installed at the grid owners' end. The generalized solutions are designed to evaluate data provided by various smart grid components such as smart meters, automated distribution systems, smart appliances, and other sensing devices. The gathered data is relayed utilizing the grid's two-way communication network for additional predictive analysis.

Which deployment model of Smart Grid Data Analytics is expected to Score Highest Growth in the Coming Years?

Revenue through cloud-based smart grid data analytics is forecasted to grow at the highest CAGR of around 14.9% during 2022-2032. The advent of cloud deployment choices for smart grid data analytics systems has increased demand across multiple industries, like IT and telecom, BFSI, and media & entertainment. The new companies are offering cloud-based solutions to provide cost-effective solutions to SMEs.

For businesses, an on-premises system can be restrictive as the result of being a real-time solution requiring significant implementation. This is avoided with an offsite system, having favorable operational enhancements because of its simplicity and lower expenses from reduced implementation. Another advantage is a broader array of resources that can be connected. Besides, cloud-based technologies are less expensive to implement, as compared to on-premise deployment.

In February 2022, IBM and SAP have increased their collaboration to assist clients in migrating operations from SAP Solutions to Cloud. IBM announced a collaboration with SAP to provide technology and consulting services to help clients embrace a hybrid cloud strategy and migrate mission-critical activities from SAP Solutions to cloud in regulated and non-regulated sectors.

Competitive Analysis

The sector for smart grid data analytics is very much competitive and fragmented. The market has been experiencing fierce competition due to the introduction of new start-ups offering a diversified variety of creative solutions catering to different industrial requirements. Some of the key smart grid data analytics companies include Itron Inc., Siemens AG, and IBM Corporation

Some of the key recent market developments include:

  • In July 2021, AES Ohio chose Landis+Gyr as its technology provider for a grid upgrade project aimed at improving the efficiency of the power distribution system and customer services. AES Ohio will use Landis+Gyr cloud solutions for network management, installation support, and system operating software.
  • In June 2021, Schneider Electric announced to mobilize microgrids to assist individuals and communities affected by climate and weather disasters. The business has deployed more than 45 kW of portable solar and more than 170 kWh of portable battery storage to assist disaster relief and rehabilitation missions that have offered emergency power supply to US citizens.
  • In February 2020, Oracle and Microsoft expanded their cloud partnership with the addition of a new cloud interconnect node in Amsterdam. Businesses will be able to share data between Oracle Cloud and Microsoft Azure apps owing to the new Amsterdam interconnect. The Amsterdam facility, a key data centre hub for Europe, joins linked areas already operational in Ashburn, Toronto, Virginia, and London, and is part of a larger Oracle Microsoft cloud interoperability effort.

Similarly, recent developments related to companies Smart Grid Data Analytics Market have been tracked by the team at Future Market Insights, which are available in the full report.

Market Segments Covered in Smart Grid Data Analytics Market Analysis

By Component:

  • Smart Grid Data Analytics Solution
    • AMI Analytics
    • Demand Response Analytics
    • Grid Optimization
    • Asset Management
    • Others
  • Smart Grid Data Analytics Services
    • Professional Services
    • Managed Services

By Deployment Mode:

  • On-premises Smart Grid Data Analytics
  • Cloud-based Smart Grid Data Analytics
  • Hybrid

By End-user:

  • Large enterprises
  • Small and Medium-sized Enterprises
  • Public Sector

By IT Solution:

  • Specialized Solutions
    • CRM
    • Billing
    • Customer Care
    • Business Intelligence
    • Others
  • Generalized Solutions
    • CRM
    • Billing
    • Customer Care
    • Business Intelligence
    • Others

By Region:

  • North America
  • Europe
  • Asia Pacific
  • Middle East and Africa
  • Latin America

Frequently Asked Questions

The global Smart Grid Data Analytics Market is worth more than US$ 4.3 Bn at present.

The value of Smart Grid Data Analytics Market is projected to increase at a CAGR of around 12.3% during 2022 – 2032.

The value of Smart Grid Data Analytics Market increased at a CAGR of around 14% during 2015 – 2021.

Utility companies’ increasing usage of smart grid data analytics to analyse load behavior, optimise grid operations, reduce power outages, and make smarter choices has been one of the key trends in smart grid data analytics market.

The market for Smart Grid Data Analytics Market in US is projected to expand at a CAGR of around 10% during 2022 – 2032.

Table of Content

1. Executive Summary

    1.1. Global Market Outlook

    1.2. Demand-side Trends

    1.3. Supply-side Trends

    1.4. Technology Roadmap Analysis

    1.5. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Market Background

    3.1. Market Dynamics

        3.1.1. Drivers

        3.1.2. Restraints

        3.1.3. Opportunity

        3.1.4. Trends

    3.2. Scenario Forecast

        3.2.1. Demand in Optimistic Scenario

        3.2.2. Demand in Likely Scenario

        3.2.3. Demand in Conservative Scenario

    3.3. Opportunity Map Analysis

    3.4. Investment Feasibility Matrix

    3.5. PESTLE and Porter’s Analysis

    3.6. Regulatory Landscape

        3.6.1. By Key Regions

        3.6.2. By Key Countries

4. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast, 2022-2032

    4.1. Historical Market Size Value (US$ Mn) Analysis, 2017-2021

    4.2. Current and Future Market Size Value (US$ Mn) Projections, 2022-2032

        4.2.1. Y-o-Y Growth Trend Analysis

        4.2.2. Absolute $ Opportunity Analysis

5. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Component

    5.1. Introduction / Key Findings

    5.2. Historical Market Size Value (US$ Mn) Analysis By Component, 2017-2021

    5.3. Current and Future Market Size Value (US$ Mn) Analysis and Forecast By Component, 2022-2032

        5.3.1. Solution

            5.3.1.1. AMI Analytics

            5.3.1.2. Demand Response Analytics

            5.3.1.3. Grid Optimization

            5.3.1.4. Asset Management

            5.3.1.5. Others

    5.4. Y-o-Y Growth Trend Analysis By Component, 2017-2021

    5.5. Absolute $ Opportunity Analysis By Component, 2022-2032

6. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Deployment Model

    6.1. Introduction / Key Findings

    6.2. Historical Market Size Value (US$ Mn) Analysis By Deployment Model, 2017-2021

    6.3. Current and Future Market Size Value (US$ Mn) Analysis and Forecast By Deployment Model, 2022-2032

        6.3.1. On-premise

        6.3.2. Cloud-based

        6.3.3. Hybrid

    6.4. Y-o-Y Growth Trend Analysis By Deployment Model, 2017-2021

    6.5. Absolute $ Opportunity Analysis By Deployment Model, 2022-2032

7. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By End-User

    7.1. Introduction / Key Findings

    7.2. Historical Market Size Value (US$ Mn) Analysis By End-User, 2017-2021

    7.3. Current and Future Market Size Value (US$ Mn) Analysis and Forecast By End-User, 2022-2032

        7.3.1. Small/ Medium Enterprises

        7.3.2. Large Enterprises

        7.3.3. Public Sector

    7.4. Y-o-Y Growth Trend Analysis By End-User, 2017-2021

    7.5. Absolute $ Opportunity Analysis By End-User, 2022-2032

8. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By IT Solution

    8.1. Introduction / Key Findings

    8.2. Historical Market Size Value (US$ Mn) Analysis By IT Solution, 2017-2021

    8.3. Current and Future Market Size Value (US$ Mn) Analysis and Forecast By IT Solution, 2022-2032

        8.3.1. Specialized Solutions (for Back-end)

            8.3.1.1. CRM

            8.3.1.2. Billing

            8.3.1.3. Customer Care

            8.3.1.4. Business Intelligence

            8.3.1.5. Others

        8.3.2. Generalized Solutions (for Front-end)

            8.3.2.1. CRM

            8.3.2.2. Billing

            8.3.2.3. Customer Care

            8.3.2.4. Business Intelligence

            8.3.2.5. Others

    8.4. Y-o-Y Growth Trend Analysis By IT Solution, 2017-2021

    8.5. Absolute $ Opportunity Analysis By IT Solution, 2022-2032

9. Global Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Region

    9.1. Introduction

    9.2. Historical Market Size Value (US$ Mn) Analysis By Region, 2017-2021

    9.3. Current Market Size Value (US$ Mn) Analysis and Forecast By Region, 2022-2032

        9.3.1. North America

        9.3.2. Latin America

        9.3.3. Europe

        9.3.4. Asia Pacific

        9.3.5. MEA

    9.4. Market Attractiveness Analysis By Region

10. North America Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Country

    10.1. Historical Market Size Value (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    10.2. Market Size Value (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        10.2.1. By Country

            10.2.1.1. U.S.

            10.2.1.2. Canada

        10.2.2. By Component

        10.2.3. By Deployment Model

        10.2.4. By End-User

        10.2.5. By IT Solution

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Component

        10.3.3. By Deployment Model

        10.3.4. By End-User

        10.3.5. By IT Solution

    10.4. Key Takeaways

11. Latin America Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Country

    11.1. Historical Market Size Value (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    11.2. Market Size Value (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        11.2.1. By Country

            11.2.1.1. Brazil

            11.2.1.2. Mexico

            11.2.1.3. Rest of Latin America

        11.2.2. By Component

        11.2.3. By Deployment Model

        11.2.4. By End-User

        11.2.5. By IT Solution

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Component

        11.3.3. By Deployment Model

        11.3.4. By End-User

        11.3.5. By IT Solution

    11.4. Key Takeaways

12. Europe Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Country

    12.1. Historical Market Size Value (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    12.2. Market Size Value (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        12.2.1. By Country

            12.2.1.1. Germany

            12.2.1.2. Italy

            12.2.1.3. France

            12.2.1.4. U.K.

            12.2.1.5. Spain

            12.2.1.6. Russia

            12.2.1.7. BENELUX

            12.2.1.8. Rest of Europe

        12.2.2. By Component

        12.2.3. By Deployment Model

        12.2.4. By End-User

        12.2.5. By IT Solution

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Component

        12.3.3. By Deployment Model

        12.3.4. By End-User

        12.3.5. By IT Solution

    12.4. Key Takeaways

13. Asia Pacific Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Country

    13.1. Historical Market Size Value (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    13.2. Market Size Value (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        13.2.1. By Country

            13.2.1.1. China

            13.2.1.2. Japan

            13.2.1.3. South Korea

            13.2.1.4. India

            13.2.1.5. Rest of Asia Pacific

        13.2.2. By Component

        13.2.3. By Deployment Model

        13.2.4. By End-User

        13.2.5. By IT Solution

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Component

        13.3.3. By Deployment Model

        13.3.4. By End-User

        13.3.5. By IT Solution

    13.4. Key Takeaways

14. MEA Smart Grid Data Analytics Market Analysis 2017-2021 and Forecast 2022-2032, By Country

    14.1. Historical Market Size Value (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    14.2. Market Size Value (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        14.2.1. By Country

            14.2.1.1. GCC

            14.2.1.2. Rest of MEA

        14.2.2. By Component

        14.2.3. By Deployment Model

        14.2.4. By End-User

        14.2.5. By IT Solution

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Component

        14.3.3. By Deployment Model

        14.3.4. By End-User

        14.3.5. By IT Solution

    14.4. Key Takeaways

15. Key Countries Smart Grid Data Analytics Market Analysis

    15.1. U.S.

        15.1.1. Pricing Analysis

        15.1.2. Market Share Analysis, 2021

            15.1.2.1. By Component

            15.1.2.2. By Deployment Model

            15.1.2.3. By End-User

            15.1.2.4. By IT Solution

    15.2. Canada

        15.2.1. Pricing Analysis

        15.2.2. Market Share Analysis, 2021

            15.2.2.1. By Component

            15.2.2.2. By Deployment Model

            15.2.2.3. By End-User

            15.2.2.4. By IT Solution

    15.3. Brazil

        15.3.1. Pricing Analysis

        15.3.2. Market Share Analysis, 2021

            15.3.2.1. By Component

            15.3.2.2. By Deployment Model

            15.3.2.3. By End-User

            15.3.2.4. By IT Solution

    15.4. Mexico

        15.4.1. Pricing Analysis

        15.4.2. Market Share Analysis, 2021

            15.4.2.1. By Component

            15.4.2.2. By Deployment Model

            15.4.2.3. By End-User

            15.4.2.4. By IT Solution

    15.5. Argentina

        15.5.1. Pricing Analysis

        15.5.2. Market Share Analysis, 2021

            15.5.2.1. By Component

            15.5.2.2. By Deployment Model

            15.5.2.3. By End-User

            15.5.2.4. By IT Solution

    15.6. Germany

        15.6.1. Pricing Analysis

        15.6.2. Market Share Analysis, 2021

            15.6.2.1. By Component

            15.6.2.2. By Deployment Model

            15.6.2.3. By End-User

            15.6.2.4. By IT Solution

    15.7. Italy

        15.7.1. Pricing Analysis

        15.7.2. Market Share Analysis, 2021

            15.7.2.1. By Component

            15.7.2.2. By Deployment Model

            15.7.2.3. By End-User

            15.7.2.4. By IT Solution

    15.8. France

        15.8.1. Pricing Analysis

        15.8.2. Market Share Analysis, 2021

            15.8.2.1. By Component

            15.8.2.2. By Deployment Model

            15.8.2.3. By End-User

            15.8.2.4. By IT Solution

    15.9. U.K.

        15.9.1. Pricing Analysis

        15.9.2. Market Share Analysis, 2021

            15.9.2.1. By Component

            15.9.2.2. By Deployment Model

            15.9.2.3. By End-User

            15.9.2.4. By IT Solution

    15.10. Spain

        15.10.1. Pricing Analysis

        15.10.2. Market Share Analysis, 2021

            15.10.2.1. By Component

            15.10.2.2. By Deployment Model

            15.10.2.3. By End-User

            15.10.2.4. By IT Solution

    15.11. Russia

        15.11.1. Pricing Analysis

        15.11.2. Market Share Analysis, 2021

            15.11.2.1. By Component

            15.11.2.2. By Deployment Model

            15.11.2.3. By End-User

            15.11.2.4. By IT Solution

    15.12. BENELUX

        15.12.1. Pricing Analysis

        15.12.2. Market Share Analysis, 2021

            15.12.2.1. By Component

            15.12.2.2. By Deployment Model

            15.12.2.3. By End-User

            15.12.2.4. By IT Solution

    15.13. China

        15.13.1. Pricing Analysis

        15.13.2. Market Share Analysis, 2021

            15.13.2.1. By Component

            15.13.2.2. By Deployment Model

            15.13.2.3. By End-User

            15.13.2.4. By IT Solution

    15.14. Japan

        15.14.1. Pricing Analysis

        15.14.2. Market Share Analysis, 2021

            15.14.2.1. By Component

            15.14.2.2. By Deployment Model

            15.14.2.3. By End-User

            15.14.2.4. By IT Solution

    15.15. South Korea

        15.15.1. Pricing Analysis

        15.15.2. Market Share Analysis, 2021

            15.15.2.1. By Component

            15.15.2.2. By Deployment Model

            15.15.2.3. By End-User

            15.15.2.4. By IT Solution

    15.16. India

        15.16.1. Pricing Analysis

        15.16.2. Market Share Analysis, 2021

            15.16.2.1. By Component

            15.16.2.2. By Deployment Model

            15.16.2.3. By End-User

            15.16.2.4. By IT Solution

    15.17. GCC Countries

        15.17.1. Pricing Analysis

        15.17.2. Market Share Analysis, 2021

            15.17.2.1. By Component

            15.17.2.2. By Deployment Model

            15.17.2.3. By End-User

            15.17.2.4. By IT Solution

16. Market Structure Analysis

    16.1. Competition Dashboard

    16.2. Competition Benchmarking

    16.3. Market Share Analysis of Top Players

        16.3.1. By Regional

        16.3.2. By Component

        16.3.3. By Deployment Model

        16.3.4. By End-User

        16.3.5. By IT Solution

17. Competition Analysis

    17.1. Competition Deep Dive

        17.1.1. Accenture, Plc.

            17.1.1.1. Overview

            17.1.1.2. Product Portfolio

            17.1.1.3. Profitability by Market Segment

            17.1.1.4. Sales Footprint

            17.1.1.5. Strategy Overview

                17.1.1.5.1. Marketing Strategy

        17.1.2. Capgemini S.A., Inc.

            17.1.2.1. Overview

            17.1.2.2. Product Portfolio

            17.1.2.3. Profitability by Market Segment

            17.1.2.4. Sales Footprint

            17.1.2.5. Strategy Overview

                17.1.2.5.1. Marketing Strategy

        17.1.3. Dell EMC

            17.1.3.1. Overview

            17.1.3.2. Product Portfolio

            17.1.3.3. Profitability by Market Segment

            17.1.3.4. Sales Footprint

            17.1.3.5. Strategy Overview

                17.1.3.5.1. Marketing Strategy

        17.1.4. IBM Corporation

            17.1.4.1. Overview

            17.1.4.2. Product Portfolio

            17.1.4.3. Profitability by Market Segment

            17.1.4.4. Sales Footprint

            17.1.4.5. Strategy Overview

                17.1.4.5.1. Marketing Strategy

        17.1.5. Oracle Corporation

            17.1.5.1. Overview

            17.1.5.2. Product Portfolio

            17.1.5.3. Profitability by Market Segment

            17.1.5.4. Sales Footprint

            17.1.5.5. Strategy Overview

                17.1.5.5.1. Marketing Strategy

        17.1.6. Schneider Electric

            17.1.6.1. Overview

            17.1.6.2. Product Portfolio

            17.1.6.3. Profitability by Market Segment

            17.1.6.4. Sales Footprint

            17.1.6.5. Strategy Overview

                17.1.6.5.1. Marketing Strategy

        17.1.7. Itron Inc.

            17.1.7.1. Overview

            17.1.7.2. Product Portfolio

            17.1.7.3. Profitability by Market Segment

            17.1.7.4. Sales Footprint

            17.1.7.5. Strategy Overview

                17.1.7.5.1. Marketing Strategy

        17.1.8. AES Ohio

            17.1.8.1. Overview

            17.1.8.2. Product Portfolio

            17.1.8.3. Profitability by Market Segment

            17.1.8.4. Sales Footprint

            17.1.8.5. Strategy Overview

                17.1.8.5.1. Marketing Strategy

18. Assumptions & Acronyms Used

19. Research Methodology

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List of Tables

Table 1: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Region, 2017-2032

Table 2: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 3: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 4: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 5: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Table 6: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Country, 2017-2032

Table 7: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 8: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 9: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 10: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Table 11: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Country, 2017-2032

Table 12: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 13: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 14: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 15: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Table 16: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Country, 2017-2032

Table 17: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 18: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 19: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 20: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Table 21: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Country, 2017-2032

Table 22: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 23: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 24: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 25: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Table 26: MEA Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Country, 2017-2032

Table 27: MEA Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Component, 2017-2032

Table 28: MEA Smart Grid Data Analytics Market Value (US$ Mn) Forecast by Deployment Model, 2017-2032

Table 29: MEA Smart Grid Data Analytics Market Value (US$ Mn) Forecast by End-User, 2017-2032

Table 30: MEA Smart Grid Data Analytics Market Value (US$ Mn) Forecast by IT Solution, 2017-2032

Sudip Saha
Principal Consultant
LinkedIn
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List of Charts

Figure 1: Global Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 2: Global Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 3: Global Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 4: Global Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 5: Global Smart Grid Data Analytics Market Value (US$ Mn) by Region, 2022-2032

Figure 6: Global Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Region, 2017-2032

Figure 7: Global Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Region, 2022-2032

Figure 8: Global Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Region, 2022-2032

Figure 9: Global Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 10: Global Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 11: Global Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 12: Global Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 13: Global Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 14: Global Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 15: Global Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 16: Global Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 17: Global Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 18: Global Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 19: Global Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 20: Global Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 21: Global Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 22: Global Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 23: Global Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 24: Global Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 25: Global Smart Grid Data Analytics Market Attractiveness by Region, 2022-2032

Figure 26: North America Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 27: North America Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 28: North America Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 29: North America Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 30: North America Smart Grid Data Analytics Market Value (US$ Mn) by Country, 2022-2032

Figure 31: North America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Country, 2017-2032

Figure 32: North America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Country, 2022-2032

Figure 33: North America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Country, 2022-2032

Figure 34: North America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 35: North America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 36: North America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 37: North America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 38: North America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 39: North America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 40: North America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 41: North America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 42: North America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 43: North America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 44: North America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 45: North America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 46: North America Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 47: North America Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 48: North America Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 49: North America Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 50: North America Smart Grid Data Analytics Market Attractiveness by Country, 2022-2032

Figure 51: Latin America Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 52: Latin America Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 53: Latin America Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 54: Latin America Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 55: Latin America Smart Grid Data Analytics Market Value (US$ Mn) by Country, 2022-2032

Figure 56: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Country, 2017-2032

Figure 57: Latin America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Country, 2022-2032

Figure 58: Latin America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Country, 2022-2032

Figure 59: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 60: Latin America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 61: Latin America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 62: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 63: Latin America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 64: Latin America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 65: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 66: Latin America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 67: Latin America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 68: Latin America Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 69: Latin America Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 70: Latin America Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 71: Latin America Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 72: Latin America Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 73: Latin America Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 74: Latin America Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 75: Latin America Smart Grid Data Analytics Market Attractiveness by Country, 2022-2032

Figure 76: Europe Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 77: Europe Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 78: Europe Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 79: Europe Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 80: Europe Smart Grid Data Analytics Market Value (US$ Mn) by Country, 2022-2032

Figure 81: Europe Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Country, 2017-2032

Figure 82: Europe Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Country, 2022-2032

Figure 83: Europe Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Country, 2022-2032

Figure 84: Europe Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 85: Europe Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 86: Europe Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 87: Europe Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 88: Europe Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 89: Europe Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 90: Europe Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 91: Europe Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 92: Europe Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 93: Europe Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 94: Europe Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 95: Europe Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 96: Europe Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 97: Europe Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 98: Europe Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 99: Europe Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 100: Europe Smart Grid Data Analytics Market Attractiveness by Country, 2022-2032

Figure 101: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 102: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 103: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 104: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 105: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) by Country, 2022-2032

Figure 106: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Country, 2017-2032

Figure 107: Asia Pacific Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Country, 2022-2032

Figure 108: Asia Pacific Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Country, 2022-2032

Figure 109: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 110: Asia Pacific Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 111: Asia Pacific Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 112: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 113: Asia Pacific Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 114: Asia Pacific Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 115: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 116: Asia Pacific Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 117: Asia Pacific Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 118: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 119: Asia Pacific Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 120: Asia Pacific Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 121: Asia Pacific Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 122: Asia Pacific Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 123: Asia Pacific Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 124: Asia Pacific Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 125: Asia Pacific Smart Grid Data Analytics Market Attractiveness by Country, 2022-2032

Figure 126: MEA Smart Grid Data Analytics Market Value (US$ Mn) by Component, 2022-2032

Figure 127: MEA Smart Grid Data Analytics Market Value (US$ Mn) by Deployment Model, 2022-2032

Figure 128: MEA Smart Grid Data Analytics Market Value (US$ Mn) by End-User, 2022-2032

Figure 129: MEA Smart Grid Data Analytics Market Value (US$ Mn) by IT Solution, 2022-2032

Figure 130: MEA Smart Grid Data Analytics Market Value (US$ Mn) by Country, 2022-2032

Figure 131: MEA Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Country, 2017-2032

Figure 132: MEA Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Country, 2022-2032

Figure 133: MEA Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Country, 2022-2032

Figure 134: MEA Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Component, 2017-2032

Figure 135: MEA Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Component, 2022-2032

Figure 136: MEA Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Component, 2022-2032

Figure 137: MEA Smart Grid Data Analytics Market Value (US$ Mn) Analysis by Deployment Model, 2017-2032

Figure 138: MEA Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by Deployment Model, 2022-2032

Figure 139: MEA Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by Deployment Model, 2022-2032

Figure 140: MEA Smart Grid Data Analytics Market Value (US$ Mn) Analysis by End-User, 2017-2032

Figure 141: MEA Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by End-User, 2022-2032

Figure 142: MEA Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by End-User, 2022-2032

Figure 143: MEA Smart Grid Data Analytics Market Value (US$ Mn) Analysis by IT Solution, 2017-2032

Figure 144: MEA Smart Grid Data Analytics Market Value Share (%) and BPS Analysis by IT Solution, 2022-2032

Figure 145: MEA Smart Grid Data Analytics Market Y-o-Y Growth (%) Projections by IT Solution, 2022-2032

Figure 146: MEA Smart Grid Data Analytics Market Attractiveness by Component, 2022-2032

Figure 147: MEA Smart Grid Data Analytics Market Attractiveness by Deployment Model, 2022-2032

Figure 148: MEA Smart Grid Data Analytics Market Attractiveness by End-User, 2022-2032

Figure 149: MEA Smart Grid Data Analytics Market Attractiveness by IT Solution, 2022-2032

Figure 150: MEA Smart Grid Data Analytics Market Attractiveness by Country, 2022-2032

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