2024-2032 年智慧電網數據分析市場報告（按解決方案（輸電和配電網路、計量、客戶分析）、部署、應用、最終用途垂直領域（私營部門、公共部門）和區域）

2023年全球智慧電網資料分析市場規模達25億美元。展望未來， IMARC Group預計到2032年市場規模將達到58億美元，2024-2032年複合年成長率（CAGR）為9.49%。

智慧電網資料分析是指用於分析智慧電網系統產生的大量資料的系統計算解決方案。它們收集設備產生的有價值的資訊，並幫助預測未來的負載。它們包括預測、預測、規範分析和最佳化。智慧電網資料分析廣泛應用於需量反應、電網最佳化和進階計量基礎設施分析。它們有助於提高電網可靠性、高效能能源傳輸和安全性、降低管理成本、為消費者提供個人化能源服務以及更好地整合再生能源。部署這些解決方案是為了獲得預測分析、建立更好的決策支援系統並最佳化電網效率。

智慧電網數據分析市場趨勢：

全球公用事業服務提供者不斷成長的產品需求正在為市場成長創造積極的前景。智慧電網資料分析是在公用事業提供者末端建立的，幫助他們分析負載行為、最佳化電網營運、減少停電並做出更好的決策。與此一致的是，消費者廣泛採用智慧電錶來管理能源消耗，有利於市場成長。除此之外，各種技術進步，例如有助於可靠、高效的能源傳輸和增強安全性的物聯網（IoT）的整合，正在為市場成長提供動力。此外，先進計量基礎設施 (AMI) 的引入可降低公用事業成本，並透過遠端抄表和更快地產生更準確的帳單為客戶提供便利，這對市場成長產生了積極影響。其他因素，包括廣泛的研發（R＆D）活動、不斷發展的智慧城市發展以及政府利用再生能源發電的各種舉措，預計將推動市場進一步成長。

本報告回答的關鍵問題

• 2023 年全球智慧電網資料分析市場規模有多大？
• 2024-2032年全球智慧電網資料分析市場的預期成長率是多少？
• COVID-19 對全球智慧電網資料分析市場有何影響？
• 推動全球智慧電網資料分析市場的關鍵因素是什麼？
• 基於此解決方案的全球智慧電網資料分析市場的細分如何？
• 基於部署的全球智慧電網資料分析市場的細分是什麼？
• 基於最終用途垂直領域的全球智慧電網資料分析市場的細分如何？
• 全球智慧電網資料分析市場的關鍵區域有哪些？
• 誰是全球智慧電網資料分析市場的主要參與者/公司？

目錄

第1章：前言

第 2 章：範圍與方法

• 研究目的
• 利害關係人
• 資料來源
  • 主要資源
  • 二手資料
• 市場預測
  • 自下而上的方法
  • 自上而下的方法
• 預測方法

第 3 章：執行摘要

第 4 章：簡介

• 概述
• 主要行業趨勢

第 5 章：全球智慧電網數據分析市場

• 市場概況
• 市場業績
• COVID-19 的影響
• 市場預測

第 6 章：市場區隔：依解決方案

• 輸配電 (T&D) 網路
  • 市場走向
  • 市場預測
• 測光
  • 市場走向
  • 市場預測
• 客戶分析
  • 市場走向
  • 市場預測

第 7 章：市場區隔：依部署

• 基於雲端
  • 市場走向
  • 市場預測
• 本地
  • 市場走向
  • 市場預測

第 8 章：市場區隔：按應用

• 進階計量基礎設施分析
  • 市場走向
  • 市場預測
• 需量反應分析
  • 市場走向
  • 市場預測
• 電網最佳化分析
  • 市場走向
  • 市場預測
• 其他
  • 市場走向
  • 市場預測

第 9 章：市場區隔：依最終用途垂直分類

• 私營部門（中小企業和大型企業）
  • 市場走向
  • 市場預測
• 公部門
  • 市場走向
  • 市場預測

第 10 章：市場區隔：按地區

• 北美洲
  • 美國
    • 市場走向
    • 市場預測
  • 加拿大
    • 市場走向
    • 市場預測
• 亞太
  • 中國
    • 市場走向
    • 市場預測
  • 日本
    • 市場走向
    • 市場預測
  • 印度
    • 市場走向
    • 市場預測
  • 韓國
    • 市場走向
    • 市場預測
  • 澳洲
    • 市場走向
    • 市場預測
  • 印尼
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測
• 歐洲
  • 德國
    • 市場走向
    • 市場預測
  • 法國
    • 市場走向
    • 市場預測
  • 英國
    • 市場走向
    • 市場預測
  • 義大利
    • 市場走向
    • 市場預測
  • 西班牙
    • 市場走向
    • 市場預測
  • 俄羅斯
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測
• 拉丁美洲
  • 巴西
    • 市場走向
    • 市場預測
  • 墨西哥
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測
• 中東和非洲
  • 市場走向
  • 市場細分：按國家/地區
  • 市場預測

第 11 章：SWOT 分析

• 概述
• 優勢
• 弱點
• 機會
• 威脅

第 12 章：價值鏈分析

第 13 章：波特五力分析

• 概述
• 買家的議價能力
• 供應商的議價能力
• 競爭程度
• 新進入者的威脅
• 替代品的威脅

第 14 章：價格分析

第15章：競爭格局

• 市場結構
• 關鍵參與者
• 關鍵參與者簡介
  • Accenture plc
  • AutoGrid Systems Inc.
  • General Electric Company
  • International Business Machines Corporation
  • Itron Inc.
  • Landis+Gyr (Toshiba Corporation)
  • SAP SE
  • SAS Institute Inc.
  • Schneider Electric SE
  • Sensus USA Inc. (Xylem Inc.)
  • Siemens AG
  • Tantalus System Corporation

The global smart grid data analytics market size reached US$ 2.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 5.8 Billion by 2032, exhibiting a growth rate (CAGR) of 9.49% during 2024-2032.

Smart grid data analytics refer to systematic computational solutions used to analyze large amounts of data produced from smart grid systems. They collect valuable information generated by the equipment and help in predicting the load for the future. They consist of forecasting, predictive, prescriptive analytics and optimization. Smart grid data analytics are widely used in demand response, grid optimization and advanced metering infrastructure analysis. They aid in improving grid reliability, efficient energy transmission, and security, lowering management costs, and delivering personalized energy services to consumers and better integration of renewable energy. These solutions are deployed to gain predictive analysis, establish better decision support systems and optimize grid efficiency.

Smart Grid Data Analytics Market Trends:

The increasing product demand by utility service providers across the globe is creating a positive outlook for the market growth. Smart grid data analytics are set up at the end of utility providers to help them in analyzing load behavior, optimizing grid operations, decreasing power cuts and making better decisions. In line with this, the widespread adoption of smart meters by consumers to manage their energy consumption is favoring the market growth. Apart from this, various technological advancements, such as the integration of the internet of things (IoT) that aid in reliable and efficient energy transmission and enhancing security, is providing an impetus to the market growth. Additionally, the introduction of advanced metering infrastructure (AMI) that reduces utility costs and offers convenience to the customer by remotely reading meters and generating more accurate bills faster is positively impacting the market growth. Other factors, including extensive research and development (R&D) activities, growing smart city developments and various government initiatives for the use of renewable sources of power generation, are anticipated to drive the market further toward growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global smart grid data analytics market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on solution, deployment, application and end use vertical.

Breakup by Solution:

Transmission and Distribution (T&D) Network

Metering

Customer Analytics

Breakup by Deployment:

Cloud-based

On-premises

Breakup by Application:

Advanced Metering Infrastructure Analytics

Demand Response Analysis

Grid Optimization Analysis

Others

Breakup by End Use Vertical:

Private Sector (SMEs and Large Enterprises)

Public Sector

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Accenture plc, AutoGrid Systems Inc., General Electric Company, International Business Machines Corporation, Itron Inc., Landis+Gyr (Toshiba Corporation), SAP SE, SAS Institute Inc., Schneider Electric SE, Sensus USA Inc. (Xylem Inc.), Siemens AG and Tantalus System Corporation.

Key Questions Answered in This Report

• 1. What was the size of the global smart grid data analytics market in 2023?
• 2. What is the expected growth rate of the global smart grid data analytics market during 2024-2032?
• 3. What has been the impact of COVID-19 on the global smart grid data analytics market?
• 4. What are the key factors driving the global smart grid data analytics market?
• 5. What is the breakup of the global smart grid data analytics market based on the solution?
• 6. What is the breakup of the global smart grid data analytics market based on the deployment?
• 7. What is the breakup of the global smart grid data analytics market based on the end-use vertical?
• 8. What are the key regions in the global smart grid data analytics market?
• 9. Who are the key players/companies in the global smart grid data analytics market?

Table of Contents

1 Preface

2 Scope and Methodology

• 2.1 Objectives of the Study
• 2.2 Stakeholders
• 2.3 Data Sources
  • 2.3.1 Primary Sources
  • 2.3.2 Secondary Sources
• 2.4 Market Estimation
  • 2.4.1 Bottom-Up Approach
  • 2.4.2 Top-Down Approach
• 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

• 4.1 Overview
• 4.2 Key Industry Trends

5 Global Smart Grid Data Analytics Market

• 5.1 Market Overview
• 5.2 Market Performance
• 5.3 Impact of COVID-19
• 5.4 Market Forecast

6 Market Breakup by Solution

• 6.1 Transmission and Distribution (T&D) Network
  • 6.1.1 Market Trends
  • 6.1.2 Market Forecast
• 6.2 Metering
  • 6.2.1 Market Trends
  • 6.2.2 Market Forecast
• 6.3 Customer Analytics
  • 6.3.1 Market Trends
  • 6.3.2 Market Forecast

7 Market Breakup by Deployment

• 7.1 Cloud-based
  • 7.1.1 Market Trends
  • 7.1.2 Market Forecast
• 7.2 On-premises
  • 7.2.1 Market Trends
  • 7.2.2 Market Forecast

8 Market Breakup by Application

• 8.1 Advanced Metering Infrastructure Analytics
  • 8.1.1 Market Trends
  • 8.1.2 Market Forecast
• 8.2 Demand Response Analysis
  • 8.2.1 Market Trends
  • 8.2.2 Market Forecast
• 8.3 Grid Optimization Analysis
  • 8.3.1 Market Trends
  • 8.3.2 Market Forecast
• 8.4 Others
  • 8.4.1 Market Trends
  • 8.4.2 Market Forecast

9 Market Breakup by End Use Vertical

• 9.1 Private Sector (SMEs and Large Enterprises)
  • 9.1.1 Market Trends
  • 9.1.2 Market Forecast
• 9.2 Public Sector
  • 9.2.1 Market Trends
  • 9.2.2 Market Forecast

10 Market Breakup by Region

• 10.1 North America
  • 10.1.1 United States
    • 10.1.1.1 Market Trends
    • 10.1.1.2 Market Forecast
  • 10.1.2 Canada
    • 10.1.2.1 Market Trends
    • 10.1.2.2 Market Forecast
• 10.2 Asia-Pacific
  • 10.2.1 China
    • 10.2.1.1 Market Trends
    • 10.2.1.2 Market Forecast
  • 10.2.2 Japan
    • 10.2.2.1 Market Trends
    • 10.2.2.2 Market Forecast
  • 10.2.3 India
    • 10.2.3.1 Market Trends
    • 10.2.3.2 Market Forecast
  • 10.2.4 South Korea
    • 10.2.4.1 Market Trends
    • 10.2.4.2 Market Forecast
  • 10.2.5 Australia
    • 10.2.5.1 Market Trends
    • 10.2.5.2 Market Forecast
  • 10.2.6 Indonesia
    • 10.2.6.1 Market Trends
    • 10.2.6.2 Market Forecast
  • 10.2.7 Others
    • 10.2.7.1 Market Trends
    • 10.2.7.2 Market Forecast
• 10.3 Europe
  • 10.3.1 Germany
    • 10.3.1.1 Market Trends
    • 10.3.1.2 Market Forecast
  • 10.3.2 France
    • 10.3.2.1 Market Trends
    • 10.3.2.2 Market Forecast
  • 10.3.3 United Kingdom
    • 10.3.3.1 Market Trends
    • 10.3.3.2 Market Forecast
  • 10.3.4 Italy
    • 10.3.4.1 Market Trends
    • 10.3.4.2 Market Forecast
  • 10.3.5 Spain
    • 10.3.5.1 Market Trends
    • 10.3.5.2 Market Forecast
  • 10.3.6 Russia
    • 10.3.6.1 Market Trends
    • 10.3.6.2 Market Forecast
  • 10.3.7 Others
    • 10.3.7.1 Market Trends
    • 10.3.7.2 Market Forecast
• 10.4 Latin America
  • 10.4.1 Brazil
    • 10.4.1.1 Market Trends
    • 10.4.1.2 Market Forecast
  • 10.4.2 Mexico
    • 10.4.2.1 Market Trends
    • 10.4.2.2 Market Forecast
  • 10.4.3 Others
    • 10.4.3.1 Market Trends
    • 10.4.3.2 Market Forecast
• 10.5 Middle East and Africa
  • 10.5.1 Market Trends
  • 10.5.2 Market Breakup by Country
  • 10.5.3 Market Forecast

11 SWOT Analysis

• 11.1 Overview
• 11.2 Strengths
• 11.3 Weaknesses
• 11.4 Opportunities
• 11.5 Threats

12 Value Chain Analysis

13 Porters Five Forces Analysis

• 13.1 Overview
• 13.2 Bargaining Power of Buyers
• 13.3 Bargaining Power of Suppliers
• 13.4 Degree of Competition
• 13.5 Threat of New Entrants
• 13.6 Threat of Substitutes

14 Price Analysis

15 Competitive Landscape

• 15.1 Market Structure
• 15.2 Key Players
• 15.3 Profiles of Key Players
  • 15.3.1 Accenture plc
    • 15.3.1.1 Company Overview
    • 15.3.1.2 Product Portfolio
    • 15.3.1.3 Financials
    • 15.3.1.4 SWOT Analysis
  • 15.3.2 AutoGrid Systems Inc.
    • 15.3.2.1 Company Overview
    • 15.3.2.2 Product Portfolio
  • 15.3.3 General Electric Company
    • 15.3.3.1 Company Overview
    • 15.3.3.2 Product Portfolio
    • 15.3.3.3 Financials
    • 15.3.3.4 SWOT Analysis
  • 15.3.4 International Business Machines Corporation
    • 15.3.4.1 Company Overview
    • 15.3.4.2 Product Portfolio
    • 15.3.4.3 Financials
    • 15.3.4.4 SWOT Analysis
  • 15.3.5 Itron Inc.
    • 15.3.5.1 Company Overview
    • 15.3.5.2 Product Portfolio
    • 15.3.5.3 Financials
    • 15.3.5.4 SWOT Analysis
  • 15.3.6 Landis+Gyr (Toshiba Corporation)
    • 15.3.6.1 Company Overview
    • 15.3.6.2 Product Portfolio
    • 15.3.6.3 Financials
  • 15.3.7 SAP SE
    • 15.3.7.1 Company Overview
    • 15.3.7.2 Product Portfolio
    • 15.3.7.3 Financials
    • 15.3.7.4 SWOT Analysis
  • 15.3.8 SAS Institute Inc.
    • 15.3.8.1 Company Overview
    • 15.3.8.2 Product Portfolio
    • 15.3.8.3 SWOT Analysis
  • 15.3.9 Schneider Electric SE
    • 15.3.9.1 Company Overview
    • 15.3.9.2 Product Portfolio
    • 15.3.9.3 Financials
    • 15.3.9.4 SWOT Analysis
  • 15.3.10 Sensus USA Inc. (Xylem Inc.)
    • 15.3.10.1 Company Overview
    • 15.3.10.2 Product Portfolio
    • 15.3.10.3 SWOT Analysis
  • 15.3.11 Siemens AG
    • 15.3.11.1 Company Overview
    • 15.3.11.2 Product Portfolio
    • 15.3.11.3 Financials
    • 15.3.11.4 SWOT Analysis
  • 15.3.12 Tantalus System Corporation
    • 15.3.12.1 Company Overview
    • 15.3.12.2 Product Portfolio

List of Figures

• Figure 1: Global: Smart Grid Data Analytics Market: Major Drivers and Challenges
• Figure 2: Global: Smart Grid Data Analytics Market: Sales Value (in Billion US$), 2018-2023
• Figure 3: Global: Smart Grid Data Analytics Market Forecast: Sales Value (in Billion US$), 2024-2032
• Figure 4: Global: Smart Grid Data Analytics Market: Breakup by Solution (in %), 2023
• Figure 5: Global: Smart Grid Data Analytics Market: Breakup by Deployment (in %), 2023
• Figure 6: Global: Smart Grid Data Analytics Market: Breakup by Application (in %), 2023
• Figure 7: Global: Smart Grid Data Analytics Market: Breakup by End Use Vertical (in %), 2023
• Figure 8: Global: Smart Grid Data Analytics Market: Breakup by Region (in %), 2023
• Figure 9: Global: Smart Grid Data Analytics (Transmission and Distribution (T&D) Network) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 10: Global: Smart Grid Data Analytics (Transmission and Distribution (T&D) Network) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 11: Global: Smart Grid Data Analytics (Metering) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 12: Global: Smart Grid Data Analytics (Metering) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 13: Global: Smart Grid Data Analytics (Customer Analytics) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 14: Global: Smart Grid Data Analytics (Customer Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 15: Global: Smart Grid Data Analytics (Cloud-based) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 16: Global: Smart Grid Data Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 17: Global: Smart Grid Data Analytics (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 18: Global: Smart Grid Data Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 19: Global: Smart Grid Data Analytics (Advanced Metering Infrastructure Analytics) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 20: Global: Smart Grid Data Analytics (Advanced Metering Infrastructure Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 21: Global: Smart Grid Data Analytics (Demand Response Analysis) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 22: Global: Smart Grid Data Analytics (Demand Response Analysis) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 23: Global: Smart Grid Data Analytics (Grid Optimization Analysis) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 24: Global: Smart Grid Data Analytics (Grid Optimization Analysis) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 25: Global: Smart Grid Data Analytics (Other Applications) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 26: Global: Smart Grid Data Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 27: Global: Smart Grid Data Analytics (Private Sector (SMEs and Large Enterprises)) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 28: Global: Smart Grid Data Analytics (Private Sector (SMEs and Large Enterprises)) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 29: Global: Smart Grid Data Analytics (Public Sector) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 30: Global: Smart Grid Data Analytics (Public Sector) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 31: North America: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 32: North America: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 33: United States: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 34: United States: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 35: Canada: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 36: Canada: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 37: Asia-Pacific: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 38: Asia-Pacific: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 39: China: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 40: China: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 41: Japan: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 42: Japan: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 43: India: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 44: India: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 45: South Korea: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 46: South Korea: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 47: Australia: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 48: Australia: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 49: Indonesia: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 50: Indonesia: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 51: Others: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 52: Others: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 53: Europe: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 54: Europe: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 55: Germany: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 56: Germany: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 57: France: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 58: France: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 59: United Kingdom: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 60: United Kingdom: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 61: Italy: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 62: Italy: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 63: Spain: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 64: Spain: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 65: Russia: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 66: Russia: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 67: Others: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 68: Others: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 69: Latin America: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 70: Latin America: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 71: Brazil: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 72: Brazil: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 73: Mexico: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 74: Mexico: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 75: Others: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 76: Others: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 77: Middle East and Africa: Smart Grid Data Analytics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 78: Middle East and Africa: Smart Grid Data Analytics Market: Breakup by Country (in %), 2023
• Figure 79: Middle East and Africa: Smart Grid Data Analytics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 80: Global: Smart Grid Data Analytics Industry: SWOT Analysis
• Figure 81: Global: Smart Grid Data Analytics Industry: Value Chain Analysis
• Figure 82: Global: Smart Grid Data Analytics Industry: Porter's Five Forces Analysis

List of Tables

• Table 1: Global: Smart Grid Data Analytics Market: Key Industry Highlights, 2023 and 2032
• Table 2: Global: Smart Grid Data Analytics Market Forecast: Breakup by Solution (in Million US$), 2024-2032
• Table 3: Global: Smart Grid Data Analytics Market Forecast: Breakup by Deployment (in Million US$), 2024-2032
• Table 4: Global: Smart Grid Data Analytics Market Forecast: Breakup by Application (in Million US$), 2024-2032
• Table 5: Global: Smart Grid Data Analytics Market Forecast: Breakup by End Use Vertical (in Million US$), 2024-2032
• Table 6: Global: Smart Grid Data Analytics Market Forecast: Breakup by Region (in Million US$), 2024-2032
• Table 7: Global: Smart Grid Data Analytics Market: Competitive Structure
• Table 8: Global: Smart Grid Data Analytics Market: Key Players