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Smart Grid Data Analytics Market

Smart Grid Data Analytics Market (Component: Solution [AMI Analytics, Demand Response Analytics, Grid Optimization, Asset Management, Others (Energy Forecasting and Data Visualization Tools)], and Services [Professional and Managed]; Deployment Model: On-premise, Cloud-based, and Hybrid; End-user: Small/ Medium Enterprises, Large Enterprises, and Public Sector; BSS Solutions for Utilities: Specialized Solutions (for Back-end) [CRM, Billing, Customer Care, Business Intelligence, Others] and Generalized Solutions (for Front-end) [CRM, Billing, Customer Care, Business Intelligence, Others]) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2020 - 2030

Smart Grid Data Analytics Market in Brief

  • The global smart grid data analytics market is expected to reach US$ 14,036.9 Mn by 2030 from US$ 4,193.8 Mn in 2020, expanding at a CAGR of 12.8% from 2020 to 2030.
  • The global smart grid data analytics market is currently driven by rising levels of investment in smart grid systems. Utility providers are increasingly seeking reliable solutions to optimize their grid efficiency, due to ever-increasing demand for electricity. This is expected to create a substantial shift toward smart grid systems during the forecast period.  The smart grid data analytics market in Asia Pacific is projected to expand at a high CAGR during the forecast period. Increasing digitalization of utility operations has propelled the demand for smart grid data analytics in the region.
  • China is the most attractive market in Asia Pacific. The incremental opportunity is significantly higher for China as it accounts for a dominant share in the smart grid data analytics market in the region.

Smart Grid Data Analytics Market Definition

  • The smart grid data analytics market report provides analysis of the global smart grid data analytics market for the period 2018 - 2030, wherein 2019 is the base year, 2020 is the estimated year, and 2021 to 2030 is the forecast period. Data for 2018 has been included as historical information.
  • Smart grid data analytics are solutions used to analyze the large amount of data generated from the smart grid systems. These solutions are deployed with an intention to gain better predictive analysis of consumer behavior and grid conditions, thereby optimizing grid efficiency. Smart grid analytics solutions are deployed at the grid owners’ end in order to establish a better decision support system. The solutions are developed to analyze the data generated from different smart grid components, such as smart meters, smart appliances, automated distribution systems, and other sensing equipment. The data collected is transferred using two-communication network of the grid for further predictive analysis.
  • In this report, we analyze the challenges end-users face in acquiring the right smart grid data analytics that can cope with the rapidly changing world. The report also highlights the total revenue generated through the sale of smart grid data analytics across various key regions worldwide.

North America Smart Grid Data Analytics Market – Snapshot

  • The smart grid data analytics market in North America is anticipated to expand at a rapid pace during the forecast period, followed by Europe. North America remains the leading market for smart grid data analytics, with revenues in 2020 estimated at US$ 1,361.7 Mn.
  • Most of the smart grid data analytics vendors focus on providing AMI analytics solutions to utility providers in the region. Demand for smart grid data analytics solutions in North America is expected to be driven by the U.S. This is mainly due to the significant investment in smart grid systems in the country.

Key Growth Drivers of the Smart Grid Data Analytics Market

  • Advancements in Smart Meter and Advanced Metering Infrastructure (AMI) - Advanced metering infrastructure (AMI) is an integrated system which includes smart meters, communication networks, and data management systems that provide a two-way digital link between the customer and utilities. AMI provides various operational benefits to minimize the utility cost and offers convenience to the customer. AMI significantly reduces operating costs by remotely reading meters, connecting/disconnecting the service, identifying outages by generating more accurate bills faster, and enables utilities to provide customers digital access to their usage information. Thus, the increasing installation of smart meters and adoption of advanced metering infrastructure is expected to boost the smart grid data analytics market during the forecast period globally.
  • Technological Advancements in Internet of Things (IoT) and Big Data Analytics - The smart grid system is based on the concept of Internet of Things (IoT), which connects all of the components of the grid, establishing two-way communication between consumers and utilities. The smart grid system is expected to emerge as a more reliable and efficient electricity distribution network in the coming years with the growing advancements and betterment of IoT infrastructure.

Market Dynamics - Smart Grid Data Analytics Market

smart grid data analytics market driver and restraint

Key Challenges Faced by Smart Grid Data Analytics Market Players

  • Most utility providers, predictably, have lower budgets for the improvement/ upgrade of their power grids. Although smart grids offer numerous advantages over conventional distribution systems, majority of utility providers are skeptical about their return on investment on the smart grids. Thus, utility providers prefer to rely on their traditional grid systems due to these uncertainties. Thus, high cost of smart grid systems is anticipated to hamper the smart grid data analytics market during the forecast period.

Smart Grid Data Analytics Market – Competitive Landscape

  • In January 2020, Itron Inc., a smart grid data analytics provider, collaborated with Innowatts, Inc., a provider of AMI-enabled predictive analytics and AI-based solutions
  • In June 2019, Accenture Plc acquired BRIDGE Energy Group to increase security services for utilities in North America, and capabilities in grid analytics and modernization

Smart Grid Data Analytics Market - Company Profile Snapshot

ABB Ltd.: Incorporated in 1988, ABB is a public global power and industrial automation company. The company’s clients are located in Latin America, North America, China, and Western Europe in energy and utilities industries.

Accenture Plc: Accenture is a global professional services company, offering wide-ranging services, solutions, consulting, strategy, operations, and technology. The company is spread across 200 cities in 52 countries around the globe.

Other major players operating in the global smart grid data analytics market and profiled in the report include -

  • Amdocs Ltd.
  • AutoGrid Systems Inc.
  • Capgemini SE
  • Dell EMC
  • General Electric
  • Hansen Technologies
  • Hewlett-Packard Development Company
  • L.P.
  • Hitachi Ltd.
  • IBM Corporation
  • Itron Inc.
  • NetCracker Technology Corporation
  • Oracle Corporation
  • SAP SE
  • SAS Institute, Inc.
  • Schneider Electric SE
  • Siemens AG
  • Tata Consultancy Services Ltd.
  • ZTEsoft Technology Co., Ltd.

Global Smart Grid Data Analytics Market Taxonomy

smart grid data analytics market segmentation

1. Preface

    1.1. Market Introduction

    1.2. Market Segmentation

    1.3. Key Research Objectives

2. Assumptions and Research Methodology

    2.1. Research Methodology

        2.1.1. List of Primary and Secondary Sources

    2.2. Key Assumptions for Data Modelling 

3. Executive Summary - Global Smart Grid Data Analytics Market 

4. Market Overview

    4.1. Market Definition

    4.2. Macroeconomic Factors

        4.2.1. Global ICT Spending (US$ Mn)

    4.3. Market Factor Analysis

        4.3.1. Forecast Factors

        4.3.2. Ecosystem/ Value Chain Analysis 

        4.3.3. Market Dynamics (Growth Influencers)

            4.3.3.1. Drivers

            4.3.3.2. Restraints

            4.3.3.3. Opportunities

            4.3.3.4. Impact Analysis of Drivers and Restraints

    4.4. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)

        4.4.1. By Component 

        4.4.2. By Deployment Model

        4.4.3. By End-user

        4.4.4. By BSS Solutions (for Utilities)

    4.5. Competitive Scenario and Trends

        4.5.1. Smart Grid Data Analytics Market Concentration Rate

            4.5.1.1. List of Emerging, Prominent, and Leading Players 

        4.5.2. Mergers & Acquisitions, Expansions

    4.6. Market Outlook

    4.7. COVID-19 Impact Analysis

        4.7.1. COVID-19 Impact on Worldwide ICT Spending

        4.7.2. COVID-19 Impact Analysis on the Smart Grid Data Analytics Market, Y-o-Y Trend

        4.7.3. Impact of COVID-19 on the Smart Grid Data Analytics Market

        4.7.4. End-user Sentiment Analysis: Comparative Analysis on Spending

            4.7.4.1. Increase in Spending

            4.7.4.2. Decrease in Spending

        4.7.5. Impact of COVID-19 on the Smart Grid Data Analytics Market by End-user

            4.7.5.1. Small/ Medium Enterprises

            4.7.5.2. Large Enterprises

            4.7.5.3. Public Sector

        4.7.6. Short Term and Long Term Impact on the Market

    4.8. Adoption Analysis of Smart Meter Market, Region

        4.8.1. North America

        4.8.2. Europe

        4.8.3. Asia Pacific

        4.8.4. Middle East & Africa

        4.8.5. South America

5. Global Smart Grid Data Analytics Market Analysis and Forecast

    5.1. Market Revenue Analysis (US$ Mn), 2015-2030

        5.1.1. Historic Growth Trends, 2015-2019

        5.1.2. Forecast Trends, 2020-2030

6. Global Smart Grid Data Analytics Market Analysis, by Component

    6.1. Definitions

    6.2. Key Segment Analysis

    6.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Component, 2018 - 2030

        6.3.1. Solution

            6.3.1.1. AMI Analytics

            6.3.1.2. Demand Response Analytics

            6.3.1.3. Grid Optimization

            6.3.1.4. Asset Management

            6.3.1.5. Others (Energy Forecasting and Data Visualization Tools)

        6.3.2. Services

            6.3.2.1. Professional

            6.3.2.2. Managed

7. Global Smart Grid Data Analytics Market Analysis, by Deployment Model

    7.1. Definitions

    7.2. Key Segment Analysis

    7.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

        7.3.1. On-premise

        7.3.2. Cloud-based

        7.3.3. Hybrid

8. Global Smart Grid Data Analytics Market Analysis, by End-user

    8.1. Key Segment Analysis

    8.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by End-user, 2018 - 2030

        8.2.1. Small/ Medium Enterprises

        8.2.2. Large Enterprises

        8.2.3. Public Sector

9. Global Smart Grid Data Analytics Market Analysis and Forecast, by Region

    9.1. Key Findings

    9.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Region, 2018 - 2030

        9.2.1. North America

        9.2.2. Europe

        9.2.3. Asia Pacific

        9.2.4. Middle East & Africa

        9.2.5. South America

10. Global Smart Grid Data Analytics Market Analysis, by BSS Solutions (for Utilities)

    10.1. Key Segment Analysis

    10.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by BSS Solutions (for Utilities), 2018 - 2030

        10.2.1. Specialized Solutions (for Back-end)

            10.2.1.1. CRM

            10.2.1.2. Billing

            10.2.1.3. Customer Care

            10.2.1.4. Business Intelligence

            10.2.1.5. Others

        10.2.2. Generalized Solutions (for Front-end)

            10.2.2.1. CRM

            10.2.2.2. Billing

            10.2.2.3. Customer Care

            10.2.2.4. Business Intelligence

            10.2.2.5. Others

11. Global Smart Grid Data Analytics Market Analysis and Forecast, by BSS Solutions (for Utilities), by Region

    11.1. Key Findings

    11.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by BSS Solutions (for Utilities), by Region, 2018 - 2030

        11.2.1. North America

        11.2.2. Europe

        11.2.3. Asia Pacific

        11.2.4. Middle East & Africa

        11.2.5. South America

12. North America Smart Grid Data Analytics Market Analysis

    12.1. Key Findings

    12.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

        12.2.1. By Component

        12.2.2. By Deployment Model

        12.2.3. By End-user

        12.2.4. By BSS Solutions (for Utilities)

    12.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2030

        12.3.1. U.S.

        12.3.2. Canada

        12.3.3. Mexico

    12.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country 

        12.4.1. U.S.

        12.4.2. Canada

        12.4.3. Mexico

13. Europe Smart Grid Data Analytics Market Analysis and Forecast

    13.1. Key Findings

    13.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

        13.2.1. By Component

        13.2.2. By Deployment Model

        13.2.3. By End-user

        13.2.4. By BSS Solutions (for Utilities)

    13.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

        13.3.1. Germany

        13.3.2. U.K.

        13.3.3. France

        13.3.4. Spain

        13.3.5. Italy

        13.3.6. Rest of Europe

    13.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region

        13.4.1. Germany

        13.4.2. U.K.

        13.4.3. France

        13.4.4. Spain

        13.4.5. Italy

        13.4.6. Rest of Europe

14. APAC Smart Grid Data Analytics Market Analysis and Forecast

    14.1. Key Findings

    14.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

        14.2.1. By Component

        14.2.2. By Deployment Model

        14.2.3. By End-user

        14.2.4. By BSS Solutions (for Utilities)

    14.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

        14.3.1. China

        14.3.2. India

        14.3.3. Japan

        14.3.4. ASEAN

        14.3.5. Rest of Asia Pacific

    14.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region

        14.4.1. China

        14.4.2. India

        14.4.3. Japan

        14.4.4. ASEAN

        14.4.5. Rest of Asia Pacific

15. Middle East & Africa (MEA) Smart Grid Data Analytics Market Analysis and Forecast

    15.1. Key Findings

    15.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

        15.2.1. By Component

        15.2.2. By Deployment Model

        15.2.3. By End-user

        15.2.4. By BSS Solutions (for Utilities)

    15.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

        15.3.1. Saudi Arabia

        15.3.2. Kuwait

        15.3.3. United Arab Emirates

        15.3.4. South Africa

        15.3.5. Rest of Middle East & Africa (MEA)

    15.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region

        15.4.1. Saudi Arabia

        15.4.2. Kuwait

        15.4.3. United Arab Emirates

        15.4.4. South Africa

        15.4.5. Rest of Middle East & Africa (MEA)

16. South America Smart Grid Data Analytics Market Analysis and Forecast

    16.1. Key Findings

    16.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)

        16.2.1. By Component

        16.2.2. By Deployment Model

        16.2.3. By End-user

        16.2.4. By BSS Solutions (for Utilities)

    16.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030

        16.3.1. Brazil

        16.3.2. Argentina

        16.3.3. Rest of South America

    16.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region

        16.4.1. Brazil

        16.4.2. Argentina

        16.4.3. Rest of South America

17. Competition Landscape

    17.1. Market Competition Matrix, by Leading Players 

    17.2. Market Revenue Share Analysis (%), by Leading Players (2019)

18. Company Profiles

    18.1. ABB Ltd.

        18.1.1. Business Overview

        18.1.2. Product Portfolio

        18.1.3. Geographical Footprint

        18.1.4. Revenue and Strategy 

    18.2. Accenture Plc

        18.2.1. Business Overview

        18.2.2. Product Portfolio

        18.2.3. Geographical Footprint

        18.2.4. Revenue and Strategy

    18.3. Amdocs Ltd.

        18.3.1. Business Overview

        18.3.2. Product Portfolio

        18.3.3. Geographical Footprint

        18.3.4. Revenue and Strategy

    18.4. AutoGrid Systems Inc.

        18.4.1. Business Overview

        18.4.2. Product Portfolio

        18.4.3. Geographical Footprint

        18.4.4. Revenue and Strategy

    18.5. Capgemini SE

        18.5.1. Business Overview

        18.5.2. Product Portfolio

        18.5.3. Geographical Footprint

        18.5.4. Revenue and Strategy

    18.6. Dell EMC

        18.6.1. Business Overview

        18.6.2. Product Portfolio

        18.6.3. Geographical Footprint

        18.6.4. Revenue and Strategy

    18.7. General Electric

        18.7.1. Business Overview

        18.7.2. Product Portfolio

        18.7.3. Geographical Footprint

        18.7.4. Revenue and Strategy

    18.8. Hansen Technologies

        18.8.1. Business Overview

        18.8.2. Product Portfolio

        18.8.3. Geographical Footprint

        18.8.4. Revenue and Strategy

    18.9. Hewlett-Packard Development Company, L.P.

        18.9.1. Business Overview

        18.9.2. Product Portfolio

        18.9.3. Geographical Footprint

        18.9.4. Revenue and Strategy

    18.10. Hitachi Ltd.

        18.10.1. Business Overview

        18.10.2. Product Portfolio

        18.10.3. Geographical Footprint

        18.10.4. Revenue and Strategy

    18.11. IBM Corporation

        18.11.1. Business Overview

        18.11.2. Product Portfolio

        18.11.3. Geographical Footprint

        18.11.4. Revenue and Strategy

    18.12. Itron Inc.

        18.12.1. Business Overview

        18.12.2. Product Portfolio

        18.12.3. Geographical Footprint

        18.12.4. Revenue and Strategy

    18.13. NetCracker Technology Corporation

        18.13.1. Business Overview

        18.13.2. Product Portfolio

        18.13.3. Geographical Footprint

        18.13.4. Revenue and Strategy

    18.14. Oracle Corporation

        18.14.1. Business Overview

        18.14.2. Product Portfolio

        18.14.3. Geographical Footprint

        18.14.4. Revenue and Strategy

    18.15. SAP SE

        18.15.1. Business Overview

        18.15.2. Product Portfolio

        18.15.3. Geographical Footprint

        18.15.4. Revenue and Strategy

    18.16. SAS Institute, Inc.

        18.16.1. Business Overview

        18.16.2. Product Portfolio

        18.16.3. Geographical Footprint

        18.16.4. Revenue and Strategy

    18.17. Schneider Electric SE

        18.17.1. Business Overview

        18.17.2. Product Portfolio

        18.17.3. Geographical Footprint

        18.17.4. Revenue and Strategy

    18.18. Siemens AG

        18.18.1. Business Overview

        18.18.2. Product Portfolio

        18.18.3. Geographical Footprint

        18.18.4. Revenue and Strategy

    18.19. Tata Consultancy Services Ltd.

        18.19.1. Business Overview

        18.19.2. Product Portfolio

        18.19.3. Geographical Footprint

        18.19.4. Revenue and Strategy

    18.20. ZTEsoft Technology Co., Ltd.

        18.20.1. Business Overview

        18.20.2. Product Portfolio

        18.20.3. Geographical Footprint

        18.20.4. Revenue and Strategy

19. Key Takeaways

List of Tables

Table 1: Acronyms Used in the Global Smart Grid Data Analytics Market

Table 2: Global Smart Grid Data Analytics Market Revenue Analysis, by North America, by Country, 2018 - 2030 (US$ Mn)

Table 3: Global Smart Grid Data Analytics Market Revenue Analysis, by Europe, by Country, 2018 - 2030 (US$ Mn)

Table 4: Global Smart Grid Data Analytics Market Revenue Analysis, by Asia Pacific, by Country, 2018 - 2030 (US$ Mn)

Table 5: Global Smart Grid Data Analytics Market Revenue Analysis, by Middle East & Africa, by Country, 2018 - 2030 (US$ Mn)

Table 6: Global Smart Grid Data Analytics Market Revenue Analysis, by South America, by Country, 2018 - 2030 (US$ Mn)

Table 7: Global ICT Spending Market Share (%), by Region, 2019

Table 8: Global ICT Spending (US$ Bn) 2019 - 2030

Table 9: Forecast Factors: Relevance and Impact

Table 10: Impact Analysis of Drivers & Restraint

Table 11: List of Emerging, Prominent and Leading Players

Table 12: Mergers & Acquisitions, Expansions

Table 13: Global Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 14: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 15: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 16: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 17: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Region, 2018 - 2030

Table 18: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 19: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 20: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions, 2018 - 2030

Table 21: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by Region, 2018 - 2030

Table 22: North America Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 23: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 24: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 25: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 26: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

Table 27: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 28: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 29: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030

Table 30: Europe Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 31: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 32: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 33: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 34: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

Table 35: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 36: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 37: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030

Table 38: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 39: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 40: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 41: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 42: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

Table 43: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 44: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 45: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030

Table 46: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 47: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 48: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 49: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 50: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

Table 51: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 52: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 53: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030

Table 54: South America Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030

Table 55: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030

Table 56: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030

Table 57: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030

Table 58: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030

Table 59: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030

Table 60: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030

Table 61: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030

List of Figures

Figure 1: Global Smart Grid Data Analytics Market Size (US$ Mn) Forecast, 2018 - 2030

Figure 2: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2020E

Figure 3: Top Segment Analysis

Figure 4: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2030F

Figure 5: Global ICT Spending (US$ Bn), Regional Contribution, 2019

Figure 6: Global ICT Spending (US$ Bn), Spending Type Contribution, 2019

Figure 7: Global ICT Spending (%), by Type, 2019

Figure 8: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Component

Figure 9: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Component

Figure 10: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Deployment Model

Figure 11: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Deployment Model

Figure 12: Global Smart Grid Data Analytics Market Attractiveness Assessment, by End-user

Figure 13: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by End-user

Figure 14: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Region

Figure 15: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Region

Figure 16: Global BSS Solutions for Utilities Market Attractiveness Assessment, by IT Solutions

Figure 17: Global BSS Solutions for Utilities Market Relative Attractiveness Assessment, by IT Solutions

Figure 18: Global Smart Grid Data Analytics Market, by Component, CAGR (%) (2020 - 2030)

Figure 19: Global Smart Grid Data Analytics Market, by Deployment Model, CAGR (%) (2020 - 2030)

Figure 20: Global Smart Grid Data Analytics Market, by End-user, CAGR (%) (2020 - 2030)

Figure 21: Global Smart Grid Data Analytics Market, by Region, CAGR (%) (2020 - 2030)

Figure 22: Global BSS Solutions for Utilities Market, by IT Solutions, CAGR (%) (2020 - 2030)

Figure 23: Worldwide ICT Technology Spending YoY Trend

Figure 24: COVID-19 Impact on ICT Spending

Figure 25: Smart Grid Data Analytics Y-o-Y Trend

Figure 26: Adoption of Smart Meter, by Key Countries

Figure 27: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Historic Trends, 2015 - 2019

Figure 28: Global Smart Grid Data Analytics Market Revenue Opportunity (US$ Mn) Historic Trends, 2015 - 2019

Figure 29: Global Smart Grid Data Analytics Market Y-o-Y Growth (Revenue %) Forecast, 2020 - 2030

Figure 30: Global Smart Grid Data Analytics Market Revenue Opportunity (US$ Mn) Forecast, 2020 - 2030

Figure 31: Global Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 32: Global Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 33: Global Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 34: Global Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 35: Global Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 36: Global Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 37: Global Smart Grid Data Analytics Market Value Share Analysis, by Region, 2020

Figure 38: Global Smart Grid Data Analytics Market Value Share Analysis, by Region, 2030

Figure 39: Global BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 40: Global BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 41: Global BSS Solutions (for Utilities) Market Value Share Analysis, by Region, 2020

Figure 42: Global BSS Solutions (for Utilities) Market Value Share Analysis, by Region, 2030

Figure 43: North America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 44: North America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 45: North America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 46: North America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 47: North America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 48: North America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 49: North America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020

Figure 50: North America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030

Figure 51: North America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 52: North America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 53: U.S. Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 54: Canada Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 55: Mexico Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 56: Europe Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 57: Europe Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 58: Europe Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 59: Europe Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 60: Europe Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 61: Europe Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 62: Europe Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020

Figure 63: Europe Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030

Figure 64: Europe BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 65: Europe BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 66: Germany Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 67: U.K. Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 68: France Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 69: Spain Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 70: Italy Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 71: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 72: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 73: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 74: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 75: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 76: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 77: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020

Figure 78: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030

Figure 79: Asia Pacific BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 80: Asia Pacific BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 81: China Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 82: India Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 83: Japan Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 84: ASEAN Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 85: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 86: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 87: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 88: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 89: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 90: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 91: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020

Figure 92: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030

Figure 93: Middle East & Africa BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 94: Middle East & Africa BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 95: Saudi Arabia Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 96: Kuwait Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 97: United Arab Emirates Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 98: South Africa Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 99: South America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020

Figure 100: South America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030

Figure 101: South America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020

Figure 102: South America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030

Figure 103: South America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020

Figure 104: South America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030

Figure 105: South America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020

Figure 106: South America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030

Figure 107: South America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020

Figure 108: South America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030

Figure 109: Brazil Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 110: Argentina Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030

Figure 111: Global Smart Grid Data Analytics Market Share Analysis, by Company (2019)

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Smart Grid Data Analytics Market

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