封面
市场调查报告书
商品编码
1617181

2030 年电源管理系统市场预测:按组件、技术、应用、最终用户和地区进行的全球分析

Power Management System Market Forecasts to 2030 - Global Analysis By Component (Hardware, Software and Services), Technology, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据Stratistics MRC预测,2024年全球电源管理系统市场规模将达到66.7亿美元,预计2030年将达到111.3亿美元,预测期内复合年增长率为8.9%。

电源管理系统是硬体和软体工具的集合,旨在监控、控制和优化组织和系统中电力的产生、分配和消耗。它提供发电源、电池储存和配电网路的即时资料和自动控制,确保高效能能源利用、提高可靠性并降低成本。 PMS 平衡电力负载、管理电池储存并整合替代能源,最终提高能源效率并支援永续性目标。

美国能源资讯署(EIA)预计,与2022年相比,2030年全球石油需求预计将成长3%至10%,2050年将成长6%至42%。

工业化、都市化进展

随着城市的扩张,对可靠、高效和永续的电力管理解决方案的需求不断增加,以支持基础设施、製造、交通和住宅需求。 PMS 有助于优化能源使用、减少浪费、管理尖峰负载并确保电网稳定性。此外,工业成长需要采用智慧电网和自动化等先进技术,这依赖PMS来提高营运效率、整合可再生能源并满足监管能源标准,以帮助市场支持扩张。

网路安全问题

PMS 网路容易受到资料外洩、系统操纵和服务中断等网路攻击,使关键基础设施面临风险。这些系统通常控制关键的能源网络,因此妥协可能导致大规模停电、经济损失和安全风险。潜在的网路威胁增加了对增强安全措施的需求,导致 PMS 部署的成本、复杂性和延迟增加,最终阻碍市场成长。

扩大智慧电网和物联网技术的采用

智慧电网可以实现能源发行的即时监控、自动化和最佳化,从而提高电网的可靠性和效率。物联网整合可以从连接的设备持续收集资料,以增强各部门的决策和能源管理。这些技术可帮助 PMS 优化能源消耗、整合再生能源来源并降低营运成本。智慧电网和物联网的结合正在推动 PMS 市场的成长,特别是在都市区和工业领域,因为工业和公用事业都在寻求提高能源效率和减少浪费。

整合复杂度

PMS 整合的复杂性源自于需要同步不同的能源来源、现有基础设施和各种软体工具。旧有系统、缺乏标准化和多样化的能源网路使得整合变得困难,并且需要大量的技术专业知识和客製化。这种复杂性通常会导致更长的实施时间和更高的成本。此外,整合过程会扰乱日常业务并需要频繁的系统更新。所有这些都增加了风险并阻碍了快速广泛的采用,从而阻碍了市场的成长。

COVID-19 的影响

COVID-19 大流行扰乱了电源管理系统市场,导致生产延迟、供应链中断以及基础设施计划投资减少。然而,向远端工作的转变、对数位基础设施的依赖增加以及对能源效率日益增长的需求导致对 PMS 解决方案的需求激增。可再生能源、电动车和资料中心等领域的市场不断成长,公司专注于优化能源使用和降低成本。疫情后的復苏和对永续性的关注正在推动市场的持续扩张。

预计负载预测场将在预测期内达到最大值。

预计负载预测领域将在整个预测期内获得最大的市场占有率。电源管理系统利用先进的演算法和资料分析来预测未来的能源需求,在负载预测应用中发挥关键作用。这些系统分析历史消费资料、天气状况和其他影响因素,以做出准确的预测。该系统提高了电网稳定性,提高了效率,支援更好地规划高峰需求期,并最终支援永续能源管理并降低营运风险。

预计通讯业在预测期内的复合年增长率最高

预计通讯业在预测期内复合年增长率最高。通讯领域的 PMS 提供高效率的能源分配、监控和控制,以维持不间断的服务。它还有助于电池管理、负载平衡和备用电源解决方案,这对于维持网路执行时间至关重要。通讯PMS 还支援远端监控、预测性维护和能耗分析,确保通讯业者在快速发展的数位环境中具有高可靠性、扩充性和永续性。

比最大的地区

在快速工业化、都市化和不断增长的能源需求的推动下,亚太地区预计将在预测期内创下最大的市场占有率。中国、印度和日本等主要市场正在采用 PMS 解决方案来提高能源效率、整合可再生能源并提高电网稳定性。对智慧城市、电动车和永续能源解决方案的日益关注正在进一步推动市场扩张。政府措施、基础设施开发和可再生能源计划投资也促进了该地区 PMS 市场的成长,使其成为全球能源转型的关键参与者。

复合年增长率最高的地区:

由于对能源效率、永续性和电网现代化的需求不断增加,预计北美在预测期内的复合年增长率最高。在可再生能源、电动车和智慧电网技术的大量投资的推动下,美国和加拿大引领市场。能源效率指令和环​​境政策等监管支持进一步支持市场成长。此外,PMS 也被用来优化能源消耗、降低成本并提高运作可靠性,使北美成为 PMS 发展的关键地区。

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目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二次研究资讯来源
    • 先决条件

第三章市场趋势分析

  • 司机
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章全球电源管理系统市场:依组件分类

  • 硬体
    • 开关设备
    • 电路断流器
    • 电压调节器
    • 逆变器
    • 变压器
  • 软体
    • 最佳化软体
    • 监控软体
    • 资料分析软体
  • 服务
    • 安装和整合服务
    • 维护和支援服务
    • 咨询服务

第六章全球电源管理系统市场:依技术分类

  • 自动电源管理系统
  • 微电网电力管理系统
  • 能源储存管理系统(ESMS)
  • 需量反应管理系统(DRMS)
  • 其他技术

第七章全球电源管理系统市场:依应用分类

  • 负荷预测
  • 能源配置与最佳化
  • 电能品管
  • 能源监控
  • 备用电源解决方案
  • 其他用途

第八章全球电源管理系统市场:依最终用户分类

  • 能源/公共产业
  • 通讯
  • 卫生保健
  • 家电
  • 航太和国防
  • 其他最终用户

第九章全球电源管理系统市场:按地区

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲

第10章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十一章 公司概况

  • Siemens
  • Schneider Electric
  • General Electric(GE)
  • ABB Group
  • Eaton Corporation
  • Rockwell Automation
  • Mitsubishi Electric
  • Honeywell Corporation
  • Emerson Electric
  • Cisco Systems
  • Panasonic Corporation
  • IBM Corporation
  • Delta Electronics
  • Yokogawa Electric
  • NXP Semiconductors
  • Renesas Electronics
  • Texas Instruments
  • Broadcom
  • Maxim Integrated
  • Infineon Technologies
Product Code: SMRC28060

According to Stratistics MRC, the Global Power Management System Market is accounted for $6.67 billion in 2024 and is expected to reach $11.13 billion by 2030 growing at a CAGR of 8.9% during the forecast period. A power management system is a set of hardware and software tools designed to monitor, control, and optimize the generation, distribution, and consumption of electrical power in an organization or system. It ensures efficient energy use, enhances reliability, and reduces costs by providing real-time data and automated control over power generation sources, storage, and distribution networks. PMS balances power loads, manage battery storage, and integrate alternative energy sources, ultimately improving energy efficiency and supporting sustainability goals.

According to the U.S. Energy Information Administration (EIA), the global oil demand is expected to rise between 3% and 10% by 2030 and 6% and 42% by 2050, compared to 2022.

Market Dynamics:

Driver:

Increasing industrialization and urbanization

As cities expand, the demand for reliable, efficient, and sustainable power management solutions rises to support infrastructure, manufacturing, transportation, and residential needs. PMS help optimize energy use, reduce waste, and manage peak loads, ensuring grid stability. Moreover, industrial growth necessitates the adoption of advanced technologies like smart grids and automation, which rely on PMS to improve operational efficiency, integrate renewable energy, and meet regulatory energy standards, thereby boosting market expansion.

Restraint:

Cybersecurity concerns

PMS networks are vulnerable to cyber-attacks, including data breaches, system manipulation, and service disruptions, which can compromise critical infrastructure. As these systems often control vital energy grids, a breach can lead to widespread power outages, financial losses, and safety risks. The potential for cyber threats raises the need for enhanced security measures, leading to higher costs, complexity, and delays in PMS deployment, ultimately hampering market growth.

Opportunity:

Growing adoption of smart grids and IoT technologies

Smart grids enable real-time monitoring, automation, and optimization of energy distribution, improving grid reliability and efficiency. IoT integration allows for continuous data collection from connected devices, enhancing decision-making and energy management across various sectors. These technologies help PMS to optimize energy consumption, integrate renewable energy sources, and reduce operational costs. As industries and utilities seek to enhance energy efficiency and reduce waste, the combination of smart grids and IoT is propelling the growth of the PMS market, particularly in urban and industrial sectors.

Threat:

Complexity of integration

The complexity of integrating PMS arises from the need to synchronize diverse energy sources, existing infrastructure, and various software tools. Legacy systems, lack of standardization, and diverse energy grids make integration challenging, requiring significant technical expertise and customization. This complexity often leads to longer deployment times and higher costs. Additionally, the integration process can disrupt daily operations and require frequent system updates, all of which hamper the market growth by increasing risks and inhibiting quick, widespread adoption.

Covid-19 Impact

The covid-19 pandemic disrupted the power management system market, causing delays in production, supply chain disruptions, and reduced investments in infrastructure projects. However, the shift toward remote work, increased reliance on digital infrastructure, and the growing need for energy efficiency led to a surge in demand for PMS solutions. The market saw growth in sectors such as renewable energy, electric vehicles, and data centers, as organizations focused on optimizing energy usage and reducing costs. Post-pandemic recovery and a focus on sustainability are driving continued market expansion.

The load forecasting segment is expected to be the largest during the forecast period

The load forecasting segment is predicted to secure the largest market share throughout the forecast period. Power management systems play a crucial role in load forecasting applications by utilizing advanced algorithms and data analytics to predict future energy demand. These systems analyze historical consumption data, weather conditions, and other influencing factors to generate accurate forecasts. It enhances grid stability, improves efficiency, and aids in better planning for peak demand periods, ultimately supporting sustainable energy management and reducing operational risks.

The telecommunications segment is expected to have the highest CAGR during the forecast period

The telecommunications segment is anticipated to witness the highest CAGR during the forecast period. PMS in telecommunications ensure efficient energy distribution, monitoring, and control to maintain uninterrupted services. They also help in battery management, load balancing, and backup power solutions, which are critical for maintaining network uptime. PMS in telecommunications also support remote monitoring, predictive maintenance, and energy consumption analytics, ensuring high reliability, scalability, and sustainability for telecom operators in a rapidly evolving digital landscape.

Region with largest share:

Asia Pacific is expected to register the largest market share during the forecast period driven by rapid industrialization, urbanization, and increasing energy demands. Key markets like China, India, and Japan are adopting PMS solutions to enhance energy efficiency, integrate renewable energy sources, and improve grid stability. The growing focus on smart cities, electric vehicles, and sustainable energy solutions is further propelling market expansion. Government initiatives, infrastructure development, and investments in renewable energy projects also contribute to the region's PMS market growth, positioning it as a key player in the global energy transition.

Region with highest CAGR:

North America is projected to witness the highest CAGR over the forecast period due to increasing demand for energy efficiency, sustainability, and grid modernization. The United States and Canada are leading the market, driven by significant investments in renewable energy, electric vehicles, and smart grid technologies. Regulatory support, such as energy efficiency mandates and environmental policies, further fuel market growth. Additionally, adopting PMS to optimize energy consumption, reduce costs, and enhance operational reliability, making North America a key region for PMS development.

Key players in the market

Some of the key players profiled in the Power Management System Market include Siemens, Schneider Electric, General Electric (GE), ABB Group, Eaton Corporation, Rockwell Automation, Mitsubishi Electric, Honeywell Corporation, Emerson Electric, Cisco Systems, Panasonic Corporation, IBM Corporation, Delta Electronics, Yokogawa Electric, NXP Semiconductors, Renesas Electronics, Texas Instruments, Broadcom, Maxim Integrated and Infineon Technologies.

Key Developments:

In November 2024, IBM Corporation launched IBM Maximo Renewables, a cutting-edge solution designed to optimize the management of renewable energy assets such as solar, wind, and battery storage systems. This platform offers real-time asset performance monitoring, predictive maintenance, and actionable insights, helping organizations maximize energy generation while minimizing downtime.

In October 2024, Honeywell unveiled the new Smart Grid Management System, a cutting-edge Power Management System (PMS) designed to enhance the efficiency, resilience, and sustainability of energy distribution. Leveraging advanced technologies such as artificial intelligence (AI) and machine learning (ML), the system aims to optimize grid operations, improving how utilities manage and distribute power, particularly during times of peak demand.

Components Covered:

  • Hardware
  • Software
  • Services

Technologies Covered:

  • Automatic Power Management Systems
  • Microgrid Power Management Systems
  • Energy Storage Management Systems (ESMS)
  • Demand Response Management Systems (DRMS)
  • Other Technologies

Applications Covered:

  • Load Forecasting
  • Energy Distribution & Optimization
  • Power Quality Management
  • Energy Monitoring
  • Backup Power Solutions
  • Other Applications

End Users Covered:

  • Energy & Utilities
  • Telecommunications
  • Healthcare
  • Automotive
  • Consumer Electronics
  • Aerospace & Defense
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 End User Analysis
  • 3.9 Emerging Markets
  • 3.10 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Power Management System Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Switchgear
    • 5.2.2 Circuit Breakers
    • 5.2.3 Voltage Regulators
    • 5.2.4 Inverters
    • 5.2.5 Transformers
  • 5.3 Software
    • 5.3.1 Optimization Software
    • 5.3.2 Monitoring Software
    • 5.3.3 Data Analytics Software
  • 5.4 Services
    • 5.4.1 Installation & Integration Services
    • 5.4.2 Maintenance & Support Services
    • 5.4.3 Consulting Services

6 Global Power Management System Market, By Technology

  • 6.1 Introduction
  • 6.2 Automatic Power Management Systems
  • 6.3 Microgrid Power Management Systems
  • 6.4 Energy Storage Management Systems (ESMS)
  • 6.5 Demand Response Management Systems (DRMS)
  • 6.6 Other Technologies

7 Global Power Management System Market, By Application

  • 7.1 Introduction
  • 7.2 Load Forecasting
  • 7.3 Energy Distribution & Optimization
  • 7.4 Power Quality Management
  • 7.5 Energy Monitoring
  • 7.6 Backup Power Solutions
  • 7.7 Other Applications

8 Global Power Management System Market, By End User

  • 8.1 Introduction
  • 8.2 Energy & Utilities
  • 8.3 Telecommunications
  • 8.4 Healthcare
  • 8.5 Automotive
  • 8.6 Consumer Electronics
  • 8.7 Aerospace & Defense
  • 8.8 Other End Users

9 Global Power Management System Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Siemens
  • 11.2 Schneider Electric
  • 11.3 General Electric (GE)
  • 11.4 ABB Group
  • 11.5 Eaton Corporation
  • 11.6 Rockwell Automation
  • 11.7 Mitsubishi Electric
  • 11.8 Honeywell Corporation
  • 11.9 Emerson Electric
  • 11.10 Cisco Systems
  • 11.11 Panasonic Corporation
  • 11.12 IBM Corporation
  • 11.13 Delta Electronics
  • 11.14 Yokogawa Electric
  • 11.15 NXP Semiconductors
  • 11.16 Renesas Electronics
  • 11.17 Texas Instruments
  • 11.18 Broadcom
  • 11.19 Maxim Integrated
  • 11.20 Infineon Technologies

List of Tables

  • Table 1 Global Power Management System Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Power Management System Market Outlook, By Component (2022-2030) ($MN)
  • Table 3 Global Power Management System Market Outlook, By Hardware (2022-2030) ($MN)
  • Table 4 Global Power Management System Market Outlook, By Switchgear (2022-2030) ($MN)
  • Table 5 Global Power Management System Market Outlook, By Circuit Breakers (2022-2030) ($MN)
  • Table 6 Global Power Management System Market Outlook, By Voltage Regulators (2022-2030) ($MN)
  • Table 7 Global Power Management System Market Outlook, By Inverters (2022-2030) ($MN)
  • Table 8 Global Power Management System Market Outlook, By Transformers (2022-2030) ($MN)
  • Table 9 Global Power Management System Market Outlook, By Software (2022-2030) ($MN)
  • Table 10 Global Power Management System Market Outlook, By Optimization Software (2022-2030) ($MN)
  • Table 11 Global Power Management System Market Outlook, By Monitoring Software (2022-2030) ($MN)
  • Table 12 Global Power Management System Market Outlook, By Data Analytics Software (2022-2030) ($MN)
  • Table 13 Global Power Management System Market Outlook, By Services (2022-2030) ($MN)
  • Table 14 Global Power Management System Market Outlook, By Installation & Integration Services (2022-2030) ($MN)
  • Table 15 Global Power Management System Market Outlook, By Maintenance & Support Services (2022-2030) ($MN)
  • Table 16 Global Power Management System Market Outlook, By Consulting Services (2022-2030) ($MN)
  • Table 17 Global Power Management System Market Outlook, By Technology (2022-2030) ($MN)
  • Table 18 Global Power Management System Market Outlook, By Automatic Power Management Systems (2022-2030) ($MN)
  • Table 19 Global Power Management System Market Outlook, By Microgrid Power Management Systems (2022-2030) ($MN)
  • Table 20 Global Power Management System Market Outlook, By Energy Storage Management Systems (ESMS) (2022-2030) ($MN)
  • Table 21 Global Power Management System Market Outlook, By Demand Response Management Systems (DRMS) (2022-2030) ($MN)
  • Table 22 Global Power Management System Market Outlook, By Other Technologies (2022-2030) ($MN)
  • Table 23 Global Power Management System Market Outlook, By Application (2022-2030) ($MN)
  • Table 24 Global Power Management System Market Outlook, By Load Forecasting (2022-2030) ($MN)
  • Table 25 Global Power Management System Market Outlook, By Energy Distribution & Optimization (2022-2030) ($MN)
  • Table 26 Global Power Management System Market Outlook, By Power Quality Management (2022-2030) ($MN)
  • Table 27 Global Power Management System Market Outlook, By Energy Monitoring (2022-2030) ($MN)
  • Table 28 Global Power Management System Market Outlook, By Backup Power Solutions (2022-2030) ($MN)
  • Table 29 Global Power Management System Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 30 Global Power Management System Market Outlook, By End User (2022-2030) ($MN)
  • Table 31 Global Power Management System Market Outlook, By Energy & Utilities (2022-2030) ($MN)
  • Table 32 Global Power Management System Market Outlook, By Telecommunications (2022-2030) ($MN)
  • Table 33 Global Power Management System Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 34 Global Power Management System Market Outlook, By Automotive (2022-2030) ($MN)
  • Table 35 Global Power Management System Market Outlook, By Consumer Electronics (2022-2030) ($MN)
  • Table 36 Global Power Management System Market Outlook, By Aerospace & Defense (2022-2030) ($MN)
  • Table 37 Global Power Management System Market Outlook, By Other End Users (2022-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.