查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1504241

預知保全市場:報價環，各展開形態，各組織規模，各技術，各用途，各最終用途產業，各地區-2031年為止的世界預測

Predictive Maintenance Market by Offering (Software, Hardware), Deployment Mode, Organization Size, Technology (IoT, AI & ML), Application (Oil Analysis, Temperature Monitoring), End-use Industry, and Geography - Global Forecast to 2031
出版日期: | 出版商: Meticulous Research | 英文 300 Pages | 商品交期: 5-7個工作天內

價格

到 2031 年，預測性維護市場預計將達到 791 億美元，2024 年至 2031 年的複合年增長率為 30.9%。

預測維護市場：依產品（軟體、硬體）、部署類型、組織規模、技術（物聯網、人工智慧和機器學習）、應用（油液分析、溫度監測）、最終用途行業、地區- 到2031 年的全球預測這份題為《預測性維護市場》的研究報告對五個關鍵地區進行了深入分析，重點是當前市場趨勢、市場規模、市場佔有率、近期趨勢以及到 2031 年的預測。

預測性維護市場的成長是由降低維護成本和提高資產性能的需求不斷增長以及複雜基礎設施系統中預測性維護的日益採用所推動的。然而，對資料隱私和安全的擔憂正在限制該市場的成長。此外，醫療設備和導航系統中預測性維護解決方案的擴展預計將為該市場的參與者提供成長機會。然而，熟練勞動力的缺乏已成為影響市場成長的主要課題。此外，數位孿生和擴增實境（AR）的整合是市場的最新趨勢。

目錄

第1章 簡介

第2章 調查手法

第3章 摘要整理

第 4 章市場洞察

  • 摘要
  • 影響市場成長的因素
    • 促進因素
      • 降低維護成本和提高資產績效的需求不斷增加
      • 在複雜的基礎設施系統中擴大採用預測性維護
    • 抑制因素
      • 資料隱私和安全
    • 機會
      • 擴展醫療設備和導航系統中的預測性維護解決方案
    • 作業
      • 缺乏熟練勞動力
  • 主要趨勢
    • 數位孿生與擴增實境 (AR) 的集成
  • 個案研究
    • 案例研究A
    • 案例研究 B
    • 個案研究 C
  • 價值鏈分析

第5章 全球預知保全市場評估:報價環

  • 概要
  • 軟體
  • 硬體設備
    • 感測器
      • 震動感測器
      • 溫度感測器
      • 壓力感應器
      • 音響感測器
      • 超音波感測器
      • 其他的感測器
    • 資料收集系統
    • 連接性·設備
    • 其他硬體設備
  • 服務
    • 專業服務
    • 管理·服務

第6章 全球預知保全市場評估:各部署模式

  • 概要
  • 雲端基礎的發展
  • 內部部署

第7章 全球預知保全市場評估:各組織規模

  • 概要
  • 大企業
  • 中小企業

第8章 全球預知保全市場評估:各技術

  • 概要
  • 物聯網(IoT)
  • AI與機器學習
  • 雲端連接
  • 最新資料庫和ERP
  • 高度分析
  • 數位雙胞胎

第9章 全球預知保全市場評估:各用途

  • 概要
  • 震動分析
  • 油分析
  • 音響監測
  • 馬達電路分析
  • 紅外線熱成像
  • 溫度監測
  • 其他的用途

第10章 全球預知保全市場評估:各最終用途產業

  • 概要
  • 製造業
  • 能源·公共產業
  • 汽車·運輸
  • 航太·防衛
  • 石油、天然氣
  • 醫療保健
  • 建設·礦業
  • IT·通訊
  • 其他的最後產業

第11章 預知保全市場評估:各地區

  • 概要
  • 北美
    • 美國
    • 加拿大
  • 歐洲
    • 德國
    • 英國
    • 法國
    • 義大利
    • 荷蘭
    • 西班牙
    • 瑞典
    • 其他歐洲
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 韓國
    • 新加坡
    • 澳洲·紐西蘭
    • 印尼
    • 其他亞太地區
  • 南美
    • 墨西哥
    • 巴西
    • 其他南美國家
  • 中東·非洲
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 以色列
    • 其他中東和非洲

第12章 競爭分析

  • 概要
  • 主要成長策略
  • 競爭基準
  • 競爭儀表板
    • 產業領導者
    • 市場差異化要素
    • 領先企業
    • 新興企業
  • 各主要業者市場排行榜

第13章 企業簡介(企業概要，財務概要，產品系列，策略性展開)

  • International Business Machines Corporation
  • ABB Ltd
  • Hitachi, Ltd.
  • Siemens AG
  • Amazon Web Services, Inc.(A Subsidiary of Amazon.com, Inc.)
  • Google LLC(A Subsidiary of Alphabet Inc.)
  • Microsoft Corporation
  • Emerson Electric Co.
  • Oracle Corporation
  • Splunk Inc.(A Subsidiary of Cisco Systems, Inc.)
  • Axiomtek Co., Ltd.
  • Presage Insights pvt ltd
  • XMPro Inc.
  • Faclon Labs Private Limited
  • SenseGrow Inc.

(註：為前 5 名公司提供 SWOT 分析)

第14章 附錄

Product Code: MRICT - 1041253

Predictive Maintenance Market by Offering (Software, Hardware), Deployment Mode, Organization Size, Technology (IoT, AI & ML), Application (Oil Analysis, Temperature Monitoring), End-use Industry, and Geography-Global Forecast to 2031.

The research report titled 'Predictive Maintenance Market by Offering (Software, Hardware), Deployment Mode, Organization Size, Technology (IoT, AI & ML), Application (Oil Analysis, Temperature Monitoring), End-use Industry, and Geography-Global Forecast to 2031' provides an in-depth analysis of the predictive maintenance market in five major geographies and emphasizes on the current market trends, market sizes, market shares, recent developments, and forecasts till 2031.

The predictive maintenance market is projected to reach $79.1 billion by 2031, at a CAGR of 30.9% from 2024-2031.

The growth of the predictive maintenance market is driven by the growing need to lower maintenance costs and improve asset performance and the increasing adoption of predictive maintenance in complex infrastructure systems. However, the data privacy and security concerns restrain the growth of this market. Furthermore, the expansion of predictive maintenance solutions in healthcare devices and navigation systems is expected to generate growth opportunities for the players operating in this market. However, the lack of a skilled workforce is a major challenge impacting market growth. Additionally, the integration of digital twins and augmented reality (AR) is the latest trend in the market.

The predictive maintenance market is segmented by offering (software, hardware [sensors {vibration sensors, temperature sensors, pressure sensors, acoustic sensors, ultrasonic sensors, and other sensors}, data acquisition systems, connectivity devices, and other hardware], and services [professional services and managed services]), deployment mode (cloud-based deployments and on-premise deployments), organization size (large enterprises and small & medium-sized enterprises), technology (internet of things (IoT), AI and machine learning, cloud connectivity, modern database and ERP, advanced analytics, and digital twins), application (vibration analysis, oil analysis, acoustics monitoring, motor circuit analysis, infrared thermography, temperature monitoring, and other applications), end-use industry (manufacturing, energy & utilities, automotive & transportation, aerospace & defense, oil & gas, healthcare, construction & mining, IT & telecom, and other end-use industries), and geography. The study also evaluates industry competitors and analyses the market at the country and regional levels.

Based on offering, the predictive maintenance market is segmented into software, hardware, and services. In 2024, the software segment is expected to account for the largest share of above 81.0% of the predictive maintenance market. The segment's large market share is attributed to the growing need to lower maintenance costs, the growing adoption of predictive maintenance software to ensure compliance by providing documentation of maintenance activities and adherence to maintenance schedules, and the increasing use of predictive maintenance to provide valuable insights into equipment performance, trends, and patterns for decision making and optimization of maintenance strategies.

However, the services segment is expected to register the highest CAGR during the forecast period. This segment's growth is attributed to the adoption of predictive maintenance services to analyze equipment data and identify potential issues, the growing need to lower overall maintenance costs, and the growing integration of IoT, AI, and Ml in predictive maintenance to provide real-time monitoring of equipment performance.

Based on deployment mode, the predictive maintenance market is segmented into cloud-based deployments and on-premise deployments. In 2024, the cloud-based deployments segment is expected to account for the larger share of above 58.0% of the predictive maintenance market. The segment's large market share is attributed to the growing adoption of cloud-based solutions to scale up or down based on the needs of the business, the increasing use of cloud-based predictive maintenance to analyze large volumes of data in real time and leverage the scalability of cloud computing resources; and the cloud-based platforms offering advanced analytics capabilities, including machine learning and predictive modeling. Also, this segment is expected to register the highest CAGR during the forecast period.

Based on organization size, the predictive maintenance market is segmented into large enterprises and small & medium-sized enterprises. In 2024, the large enterprises segment is expected to account for the larger share of above 74.0% of the predictive maintenance market. The segment's large market share is attributed to the growing adoption of predictive maintenance to avoid costly unplanned downtime and repairs. Predictive maintenance is used in large enterprises to monitor equipment health in real time, identify performance degradation, and take proactive measures to maintain optimal operating conditions, further contributing to the segment's large share.

However, the small & medium-sized enterprises segment is expected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the growing adoption of predictive maintenance to reduce the burden on maintenance staff by automating the monitoring and analysis of equipment health. Predictive maintenance helps SMEs meet regulatory requirements by ensuring that equipment is properly maintained and operating within prescribed limits. The rising use of predictive maintenance in SMEs to enhance their operational efficiency, mitigate risks, and position themselves for long-term sustainability contributes to the segment's growth.

Based on technology, the predictive maintenance market is segmented into the Internet of Things (IoT), AI and machine learning, cloud connectivity, modern database and ERP, advanced analytics, and digital twins. In 2024, the IoT segment is expected to account for the largest share of the predictive maintenance market. The segment's large market share is attributed to the growing use of IoT-based predictive maintenance to predict equipment failures and improve technician efficiency by providing real-time information about equipment performance.

However, the AI and machine learning segment is expected to register the highest CAGR during the forecast period. This segment's growth is attributed to the growing adoption of AI and ML in predictive maintenance for real-time analytics. AI-based predictive maintenance contributes to energy savings and reduces the environmental footprint of industrial operations. The AI and ML algorithms analyze large volumes of data from sensors, equipment logs, and other sources to identify patterns and trends, contributing to the segment's high growth.

Based on application, the predictive maintenance market is segmented into vibration analysis, oil analysis, acoustics monitoring, motor circuit analysis, infrared thermography, temperature monitoring, and other applications. In 2024, the temperature monitoring segment is expected to account for the largest share of above 26.0% of the predictive maintenance market. The segment's large market share is attributed to the growing adoption of predictive maintenance for equipment failures or malfunctions for early intervention and the rising use of predictive maintenance to provide notification to maintenance personnel for investigation and preventive action.

However, the vibration analysis segment is expected to register the highest CAGR during the forecast period. The segment's growth is attributed to the growing adoption of predictive maintenance for vibration analysis to detect, measure, and analyze vibration in rotating parts of machinery; the rising use of predictive maintenance to control downtime and maintenance processes and enhance product quality with machinery running at rated tolerances more consistently.

Based on end-use industry, the predictive maintenance market is segmented into manufacturing, energy & utilities, automotive & transportation, aerospace & defense, oil & gas, healthcare, construction & mining, IT & telecom, and other end-use industries. In 2024, the manufacturing segment is expected to account for the largest share of above 30.0% of the predictive maintenance market. The segment's large market share is attributed to the growing adoption of predictive maintenance to avoid costs associated with unscheduled downtime and the increasing adoption of Industry 4.0 for manufacturing to increase production efficiency and reduce costs.

However, the healthcare segment is expected to register the highest CAGR during the forecast period. This segment's growth is attributed to the growing use of IoT and telematics in healthcare facilities and the increasing use of predictive maintenance to collect data on parameters such as temperature, pressure, and electrical current of medical equipment. Additionally, predictive maintenance provides facility managers with real-time data that is used to schedule maintenance at timely intervals.

Based on geography, the predictive maintenance market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of above 33.0% of the predictive maintenance market. North America's significant market share can be attributed to the increasing demand for predictive maintenance in the healthcare sector, the growing demand to reduce equipment failure, maintenance costs, and downtime, the rising adoption of advanced technology such as IoT, AI, and ML; and the increasing the number of industries in North America to meet demand and supply.

However, the Asia-Pacific market is expected to register the highest CAGR of above 32.0% during the forecast period. This market's growth is attributed to the growing expansion of small & medium-sized industries, the growing industrialization coupled with increasing government initiatives, the growing need to lower maintenance costs and improve asset performance, and the emergence of industry 4.0 in the manufacturing landscape in countries such as China, India, and Japan.

The key players operating in the predictive maintenance market are International Business Machines Corporation (U.S.), ABB Ltd (Switzerland), Hitachi, Ltd. (Japan), Siemens AG (Germany), Amazon Web Services, Inc. (A Subsidiary of Amazon.com, Inc.) (U.S.), Google LLC (A Subsidiary of Alphabet Inc.) (U.S.), Microsoft Corporation (U.S.), Emerson Electric Co. (U.S.), Oracle Corporation (U.S.), Splunk Inc. (A Subsidiary of Cisco Systems, Inc.) (U.S.), Axiomtek Co., Ltd. (Taiwan), Presage Insights pvt ltd (India), XMPro Inc. (U.S.), Faclon Labs Private Limited (India), and SenseGrow Inc. (U.S.).

Key Questions Answered in the Report:

  • What are the high-growth market segments in terms of offering, deployment mode, organization size, technology, application, and end-use industry?
  • What is the historical market size for the predictive maintenance market?
  • What are the market forecasts and estimates for 2024-2031?
  • What are the major drivers, restraints, opportunities, challenges, and trends in the predictive maintenance market?
  • Who are the major players in the predictive maintenance market, and what are their market shares?
  • What is the competitive landscape like?
  • What are the recent developments in the predictive maintenance market?
  • What are the different strategies adopted by major market players?
  • What are the trends and high-growth countries?
  • Who are the local emerging players in the predictive maintenance market, and how do they compete with other players?

Scope of the Report:

Predictive Maintenance Market Assessment-by Offering

  • Software
  • Hardware
    • Sensors
  • Vibration Sensors
  • Temperature Sensors
  • Pressure Sensors
  • Acoustic Sensors
  • Ultrasonic Sensors
  • Other Sensors
    • Data Acquisition Systems
    • Connectivity Devices
    • Other Hardware
  • Services
    • Professional Services
    • Managed Services

Predictive Maintenance Market Assessment-by Deployment Mode

  • Cloud-based Deployments
  • On-premise Deployments

Predictive Maintenance Market Assessment-by Organization Size

  • Large Enterprises
  • Small & Medium-sized Enterprises

Predictive Maintenance Market Assessment-by Technology

  • Internet of Things (IoT)
  • AI and Machine Learning
  • Cloud Connectivity
  • Modern Database and ERP
  • Advanced Analytics
  • Digital Twins

Predictive Maintenance Market Assessment-by Application

  • Vibration Analysis
  • Oil Analysis
  • Acoustics Monitoring
  • Motor Circuit Analysis
  • Infrared Thermography
  • Temperature Monitoring
  • Other Applications

Predictive Maintenance Market Assessment-by End-use Industry

  • Manufacturing
  • Energy & Utilities
  • Automotive & Transportation
  • Aerospace & Defense
  • Oil & Gas
  • Healthcare
  • Construction & Mining
  • IT & Telecom
  • Other End-use Industries

Predictive Maintenance Market Assessment-by Geography

  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • U.K.
    • France
    • Italy
    • Netherlands
    • Spain
    • Sweden
    • Rest of Europe
  • Asia-Pacific
    • Japan
    • China
    • India
    • South Korea
    • Singapore
    • Australia & New Zealand
    • Indonesia
    • Rest of Asia-Pacific
  • Latin America
    • Mexico
    • Brazil
    • Rest of Latin America
  • Middle East & Africa
    • UAE
    • Saudi Arabia
    • Israel
    • Rest of Middle East & Africa

TABLE OF CONTENTS

1. Introduction

  • 1.1. Market Definition & Scope
  • 1.2. Currency & Limitations
    • 1.2.1. Currency
    • 1.2.2. Limitations

2. Research Methodology

  • 2.1. Research Approach
  • 2.2. Process of Data Collection and Validation
    • 2.2.1. Secondary Research
    • 2.2.2. Primary Research /Interviews with Key Opinion Leaders of the Industry
  • 2.3. Market Sizing and Forecast
    • 2.3.1. Market Size Estimation Approach
    • 2.3.2. Growth Forecast Approach
  • 2.4. Assumptions for the Study

3. Executive Summary

  • 3.1. Market Overview
  • 3.2. Market Analysis, by Offering
  • 3.3. Market Analysis, by Deployment Mode
  • 3.4. Market Analysis, by Organization Size
  • 3.5. Market Analysis, by Technology
  • 3.6. Market Analysis, by Application
  • 3.7. Market Analysis, by End-use Industry
  • 3.8. Market Analysis, by Geography
  • 3.9. Competitive Analysis

4. Market Insights

  • 4.1. Overview
  • 4.2. Factors Affecting Market Growth
    • 4.2.1. Drivers
      • 4.2.1.1. Growing Need to Lower Maintenance Costs and Improve Asset Performance
      • 4.2.1.2. Increasing Adoption of Predictive Maintenance in Complex Infrastructure Systems
    • 4.2.2. Restraints
      • 4.2.2.1. Data Privacy and Security
    • 4.2.3. Opportunities
      • 4.2.3.1. Expansion of Predictive Maintenance Solutions in Healthcare Devices and Navigation Systems
    • 4.2.4. Challenges
      • 4.2.4.1. Lack of Skilled Workforce
  • 4.3. Key Trends
    • 4.3.1. Integration of Digital Twins and Augmented Reality (AR)
  • 4.4. Case Studies
    • 4.4.1. Case Study A
    • 4.4.2. Case Study B
    • 4.4.3. Case Study C
  • 4.5. Value Chain Analysis

5. Global Predictive Maintenance Market Assessment-by Offering

  • 5.1. Overview
  • 5.2. Software
  • 5.3. Hardware
    • 5.3.1. Sensors
      • 5.3.1.1. Vibration Sensors
      • 5.3.1.2. Temperature Sensors
      • 5.3.1.3. Pressure Sensors
      • 5.3.1.4. Acoustic Sensors
      • 5.3.1.5. Ultrasonic Sensors
      • 5.3.1.6. Other Sensors
    • 5.3.2. Data Acquisition Systems
    • 5.3.3. Connectivity Devices
    • 5.3.4. Other Hardware
  • 5.4. Services
    • 5.4.1. Professional Services
    • 5.4.2. Managed Services

6. Global Predictive Maintenance Market Assessment-by Deployment Mode

  • 6.1. Overview
  • 6.2. Cloud-based Deployments
  • 6.3. On-premise Deployments

7. Global Predictive Maintenance Market Assessment-by Organization Size

  • 7.1. Overview
  • 7.2. Large Enterprises
  • 7.3. Small & Medium-sized Enterprises

8. Global Predictive Maintenance Market Assessment-by Technology

  • 8.1. Overview
  • 8.2. Internet of Things (IoT)
  • 8.3. AI and Machine Learning
  • 8.4. Cloud Connectivity
  • 8.5. Modern Database and ERP
  • 8.6. Advanced Analytics
  • 8.7. Digital Twins

9. Global Predictive Maintenance Market Assessment-by Application

  • 9.1. Overview
  • 9.2. Vibration Analysis
  • 9.3. Oil Analysis
  • 9.4. Acoustics Monitoring
  • 9.5. Motor Circuit Analysis
  • 9.6. Infrared Thermography
  • 9.7. Temperature Monitoring
  • 9.8. Other Applications

10. Global Predictive Maintenance Market Assessment-by End-use Industry

  • 10.1. Overview
  • 10.2. Manufacturing
  • 10.3. Energy & Utilities
  • 10.4. Automotive & Transportation
  • 10.5. Aerospace & Defense
  • 10.6. Oil & Gas
  • 10.7. Healthcare
  • 10.8. Construction & Mining
  • 10.9. IT & Telecom
  • 10.10. Other End-use Industries

11. Predictive Maintenance Market Assessment-by Geography

  • 11.1. Overview
  • 11.2. North America
    • 11.2.1. U.S.
    • 11.2.2. Canada
  • 11.3. Europe
    • 11.3.1. Germany
    • 11.3.2. U.K.
    • 11.3.3. France
    • 11.3.4. Italy
    • 11.3.5. Netherlands
    • 11.3.6. Spain
    • 11.3.7. Sweden
    • 11.3.8. Rest of Europe
  • 11.4. Asia-Pacific
    • 11.4.1. Japan
    • 11.4.2. China
    • 11.4.3. India
    • 11.4.4. South Korea
    • 11.4.5. Singapore
    • 11.4.6. Australia & New Zealand
    • 11.4.7. Indonesia
    • 11.4.8. Rest of Asia-Pacific
  • 11.5. Latin America
    • 11.5.1. Mexico
    • 11.5.2. Brazil
    • 11.5.3. Rest of Latin America
  • 11.6. Middle East & Africa
    • 11.6.1. UAE
    • 11.6.2. Saudi Arabia
    • 11.6.3. Israel
    • 11.6.4. Rest of Middle East & Africa

12. Competition Analysis

  • 12.1. Overview
  • 12.2. Key Growth Strategies
  • 12.3. Competitive Benchmarking
  • 12.4. Competitive Dashboard
    • 12.4.1. Industry Leaders
    • 12.4.2. Market Differentiators
    • 12.4.3. Vanguards
    • 12.4.4. Emerging Companies
  • 12.5. Market Ranking, by Key Players

13. Company Profiles (Company Overview, Financial Overview, Product Portfolio, and Strategic Developments)

  • 13.1. International Business Machines Corporation
  • 13.2. ABB Ltd
  • 13.3. Hitachi, Ltd.
  • 13.4. Siemens AG
  • 13.5. Amazon Web Services, Inc. (A Subsidiary of Amazon.com, Inc.)
  • 13.6. Google LLC (A Subsidiary of Alphabet Inc.)
  • 13.7. Microsoft Corporation
  • 13.8. Emerson Electric Co.
  • 13.9. Oracle Corporation
  • 13.10. Splunk Inc. (A Subsidiary of Cisco Systems, Inc.)
  • 13.11. Axiomtek Co., Ltd.
  • 13.12. Presage Insights pvt ltd
  • 13.13. XMPro Inc.
  • 13.14. Faclon Labs Private Limited
  • 13.15. SenseGrow Inc.

(Note: SWOT analyses of the top 5 companies will be provided.)

14. Appendix

  • 14.1. Available Customization
  • 14.2. Related Reports

LIST OF TABLES

  • Table 1 Currency Conversion Rate (2018-2022)
  • Table 2 Global Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 3 Global Predictive Maintenance Software Market -by Country/Region, 2022-2031 (USD Million)
  • Table 4 Global Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 5 Global Predictive Maintenance Hardware Market -by Country/Region, 2022-2031 (USD Million)
  • Table 6 Global Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 7 Global Predictive Maintenance Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 8 Global Vibration Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 9 Global Temperature Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 10 Global Pressure Sensors Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 11 Global Acoustic Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 12 Global Ultrasonic Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 13 Global Other Sensors Market -by Country/Region, 2022-2031 (USD Million)
  • Table 14 Global Predictive Maintenance Data Acquisition Systems Market -by Country/Region, 2022-2031 (USD Million)
  • Table 15 Global Predictive Maintenance Connectivity Devices Market -by Country/Region, 2022-2031 (USD Million)
  • Table 16 Global Predictive Maintenance Other Hardware Market -by Country/Region, 2022-2031 (USD Million)
  • Table 17 Global Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 18 Global Predictive Maintenance Services Market -by Country/Region, 2022-2031 (USD Million)
  • Table 19 Global Predictive Maintenance Professional Services Market -by Country/Region, 2022-2031 (USD Million)
  • Table 20 Global Predictive Maintenance Managed Services Market -by Country/Region, 2022-2031 (USD Million)
  • Table 21 Global Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 22 Global Cloud-based Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 23 Global On-premise Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 24 Global Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 25 Global Predictive Maintenance Market for Large Enterprises -by Country/Region, 2022-2031 (USD Million)
  • Table 26 Global Predictive Maintenance Market for Small & Medium-sized Enterprises -by Country/Region, 2022-2031 (USD Million)
  • Table 27 Global Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 28 Global IoT-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 29 Global AI and Machine Learning-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 30 Global Cloud Connectivity-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 31 Global Modern Database and ERP-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 32 Global Advanced Analytics-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 33 Global Digital Twins-enabled Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 34 Global Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 35 Global Predictive Maintenance Market for Vibration Analysis -by Country/Region, 2022-2031 (USD Million)
  • Table 36 Global Predictive Maintenance Market for Oil Analysis -by Country/Region, 2022-2031 (USD Million)
  • Table 37 Global Predictive Maintenance Market for Acoustics Monitoring -by Country/Region, 2022-2031 (USD Million)
  • Table 38 Global Predictive Maintenance Market for Motor Circuit Analysis -by Country/Region, 2022-2031 (USD Million)
  • Table 39 Global Predictive Maintenance Market for Infrared Thermography -by Country/Region, 2022-2031 (USD Million)
  • Table 40 Global Predictive Maintenance Market for Temperature Monitoring -by Country/Region, 2022-2031 (USD Million)
  • Table 41 Global Predictive Maintenance Market for Other Applications -by Country/Region, 2022-2031 (USD Million)
  • Table 42 Global Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 43 Global Predictive Maintenance Market for Manufacturing -by Country/Region, 2022-2031 (USD Million)
  • Table 44 Global Predictive Maintenance Market for Energy & Utilities -by Country/Region, 2022-2031 (USD Million)
  • Table 45 Global Predictive Maintenance Market for Automotive & Transportation -by Country/Region, 2022-2031 (USD Million)
  • Table 46 Global Predictive Maintenance Market for Aerospace & Defense -by Country/Region, 2022-2031 (USD Million)
  • Table 47 Global Predictive Maintenance Market for Oil & Gas -by Country/Region, 2022-2031 (USD Million)
  • Table 48 Global Predictive Maintenance Market for Healthcare -by Country/Region, 2022-2031 (USD Million)
  • Table 49 Global Predictive Maintenance Market for Construction & Mining -by Country/Region, 2022-2031 (USD Million)
  • Table 50 Global Predictive Maintenance Market for IT & Telecom -by Country/Region, 2022-2031 (USD Million)
  • Table 51 Global Predictive Maintenance Market for Other End-use Industries -by Country/Region, 2022-2031 (USD Million)
  • Table 52 Global Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 53 North America: Predictive Maintenance Market -by Country, 2022-2031 (USD Million)
  • Table 54 North America: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 55 North America: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 56 North America: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 57 North America: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 58 North America: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 59 North America: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 60 North America: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 61 North America: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 62 North America: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 63 U.S.: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 64 U.S.: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 65 U.S.: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 66 U.S.: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 67 U.S.: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 68 U.S.: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 69 U.S.: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 70 U.S.: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 71 U.S.: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 72 Canada: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 73 Canada: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 74 Canada: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 75 Canada: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 76 Canada: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 77 Canada: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 78 Canada: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 79 Canada: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 80 Canada: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 81 Europe: Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 82 Europe: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 83 Europe: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 84 Europe: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 85 Europe: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 86 Europe: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 87 Europe: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 88 Europe: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 89 Europe: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 90 Europe: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 91 Germany: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 92 Germany: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 93 Germany: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 94 Germany: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 95 Germany: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 96 Germany: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 97 Germany: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 98 Germany: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 99 Germany: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 100 U.K.: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 101 U.K.: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 102 U.K.: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 103 U.K.: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 104 U.K.: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 105 U.K.: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 106 U.K.: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 107 U.K.: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 108 U.K.: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 109 France: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 110 France: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 111 France: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 112 France: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 113 France: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 114 France: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 115 France: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 116 France: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 117 France: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 118 Italy: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 119 Italy: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 120 Italy: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 121 Italy: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 122 Italy: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 123 Italy: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 124 Italy: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 125 Italy: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 126 Italy: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 127 Netherlands: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 128 Netherlands: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 129 Netherlands: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 130 Netherlands: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 131 Netherlands: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 132 Netherlands: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 133 Netherlands: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 134 Netherlands: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 135 Netherlands: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 136 Spain: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 137 Spain: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 138 Spain: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 139 Spain: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 140 Spain: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 141 Spain: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 142 Spain: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 143 Spain: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 144 Spain: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 145 Sweden: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 146 Sweden: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 147 Sweden: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 148 Sweden: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 149 Sweden: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 150 Sweden: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 151 Sweden: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 152 Sweden: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 153 Sweden: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 154 Rest of Europe: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 155 Rest of Europe: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 156 Rest of Europe: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 157 Rest of Europe: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 158 Rest of Europe: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 159 Rest of Europe: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 160 Rest of Europe: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 161 Rest of Europe: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 162 Rest of Europe: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 163 Asia-Pacific: Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 164 Asia-Pacific: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 165 Asia-Pacific: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 166 Asia-Pacific: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 167 Asia-Pacific: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 168 Asia-Pacific: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 169 Asia-Pacific: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 170 Asia-Pacific: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 171 Asia-Pacific: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 172 Asia-Pacific: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 173 Japan: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 174 Japan: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 175 Japan: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 176 Japan: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 177 Japan: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 178 Japan: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 179 Japan: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 180 Japan: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 181 Japan: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 182 China: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 183 China: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 184 China: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 185 China: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 186 China: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 187 China: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 188 China: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 189 China: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 190 China: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 191 India: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 192 India: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 193 India: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 194 India: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 195 India: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 196 India: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 197 India: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 198 India: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 199 India: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 200 South Korea: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 201 South Korea: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 202 South Korea: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 203 South Korea: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 204 South Korea: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 205 South Korea: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 206 South Korea: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 207 South Korea: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 208 South Korea: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 209 Singapore: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 210 Singapore: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 211 Singapore: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 212 Singapore: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 213 Singapore: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 214 Singapore: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 215 Singapore: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 216 Singapore: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 217 Singapore: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 218 Australia & New Zealand: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 219 Australia & New Zealand: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 220 Australia & New Zealand: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 221 Australia & New Zealand: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 222 Australia & New Zealand: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 223 Australia & New Zealand: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 224 Australia & New Zealand: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 225 Australia & New Zealand: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 226 Australia & New Zealand: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 227 Indonesia: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 228 Indonesia: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 229 Indonesia: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 230 Indonesia: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 231 Indonesia: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 232 Indonesia: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 233 Indonesia: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 234 Indonesia: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 235 Indonesia: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 236 Rest of Asia-Pacific: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 237 Rest of Asia-Pacific: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 238 Rest of Asia-Pacific: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 239 Rest of Asia-Pacific: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 240 Rest of Asia-Pacific: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 241 Rest of Asia-Pacific: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 242 Rest of Asia-Pacific: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 243 Rest of Asia-Pacific: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 244 Rest of Asia-Pacific: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 245 Latin America: Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 246 Latin America: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 247 Latin America: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 248 Latin America: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 249 Latin America: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 250 Latin America: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 251 Latin America: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 252 Latin America: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 253 Latin America: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 254 Latin America: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 255 Mexico: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 256 Mexico: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 257 Mexico: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 258 Mexico: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 259 Mexico: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 260 Mexico: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 261 Mexico: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 262 Mexico: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 263 Mexico: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 264 Brazil: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 265 Brazil: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 266 Brazil: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 267 Brazil: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 268 Brazil: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 269 Brazil: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 270 Brazil: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 271 Brazil: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 272 Brazil: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 273 Rest of Latin America: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 274 Rest of Latin America: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 275 Rest of Latin America: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 276 Rest of Latin America: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 277 Rest of Latin America: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 278 Rest of Latin America: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 279 Rest of Latin America: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 280 Rest of Latin America: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 281 Rest of Latin America: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 282 Middle East & Africa: Predictive Maintenance Market -by Country/Region, 2022-2031 (USD Million)
  • Table 283 Middle East & Africa: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 284 Middle East & Africa: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 285 Middle East & Africa: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 286 Middle East & Africa: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 287 Middle East & Africa: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 288 Middle East & Africa: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 289 Middle East & Africa: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 290 Middle East & Africa: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 291 Middle East & Africa: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 292 UAE: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 293 UAE: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 294 UAE: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 295 UAE: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 296 UAE: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 297 UAE: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 298 UAE: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 299 UAE: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 300 UAE: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 301 Saudi Arabia: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 302 Saudi Arabia: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 303 Saudi Arabia: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 304 Saudi Arabia: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 305 Saudi Arabia: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 306 Saudi Arabia: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 307 Saudi Arabia: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 308 Saudi Arabia: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 309 Saudi Arabia: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 310 Israel: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 311 Israel: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 312 Israel: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 313 Israel: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 314 Israel: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 315 Israel: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 316 Israel: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 317 Israel: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 318 Israel: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 319 Rest of Middle East & Africa: Predictive Maintenance Market -by Offering, 2022-2031 (USD Million)
  • Table 320 Rest of Middle East & Africa: Predictive Maintenance Hardware Market -by Type, 2022-2031 (USD Million)
  • Table 321 Rest of Middle East & Africa: Predictive Maintenance Sensors Market -by Type, 2022-2031 (USD Million)
  • Table 322 Rest of Middle East & Africa: Predictive Maintenance Services Market -by Type, 2022-2031 (USD Million)
  • Table 323 Rest of Middle East & Africa: Predictive Maintenance Market -by Deployment Mode, 2022-2031 (USD Million)
  • Table 324 Rest of Middle East & Africa: Predictive Maintenance Market -by Organization Size, 2022-2031 (USD Million)
  • Table 325 Rest of Middle East & Africa: Predictive Maintenance Market -by Technology, 2022-2031 (USD Million)
  • Table 326 Rest of Middle East & Africa: Predictive Maintenance Market -by Application, 2022-2031 (USD Million)
  • Table 327 Rest of Middle East & Africa: Predictive Maintenance Market -by End-use Industry, 2022-2031 (USD Million)
  • Table 328 Recent Developments by Major Market Players (2021-2024)
  • Table 329 Market Ranking, by Key Players

LIST OF FIGURES

  • Figure 1 Market Ecosystem
  • Figure 2 Key Stakeholders
  • Figure 3 Research Process
  • Figure 4 Key Secondary Sources
  • Figure 5 Primary Research Techniques
  • Figure 6 Key Executives Interviewed
  • Figure 7 Breakdown of Primary Interviews (Supply-side & Demand-side)
  • Figure 8 Market Sizing and Growth Forecast Approach
  • Figure 9 Key Insights
  • Figure 10 In 2024, the Software Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 11 In 2024, the Cloud-based Deployments Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 12 In 2024, the Large Enterprises Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 13 In 2024, the Internet of Things (IoT) Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 14 In 2024, the Temperature Monitoring Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 15 In 2024, the Manufacturing Segment is Expected to Dominate the Global Predictive Maintenance Market
  • Figure 16 Global Predictive Maintenance Market, by Region (2024 Vs. 2031)
  • Figure 17 Impact Analysis Of Market Dynamics
  • Figure 18 Global Predictive Maintenance Market, by Offering, 2024 Vs. 2031 (USD Million)
  • Figure 19 Global Predictive Maintenance Market, by Deployment Mode, 2024 Vs. 2031 (USD Million)
  • Figure 20 Global Predictive Maintenance Market, by Organization Size, 2024 Vs. 2031 (USD Million)
  • Figure 21 Global Predictive Maintenance Market, by Technology, 2024 Vs. 2031 (USD Million)
  • Figure 22 Global Predictive Maintenance Market, by Application, 2024 Vs. 2031 (USD Million)
  • Figure 23 Global Predictive Maintenance Market, by End-use Industry, 2024 Vs. 2031 (USD Million)
  • Figure 24 Global Predictive Maintenance Market, by Geography, 2024 Vs. 2031 (USD Million)
  • Figure 25 Geographic Snapshot: Predictive Maintenance Market In North America
  • Figure 26 Geographic Snapshot: Predictive Maintenance Market In Europe
  • Figure 27 Geographic Snapshot: Predictive Maintenance Market In Asia-Pacific
  • Figure 28 Geographic Snapshot: Predictive Maintenance Market In Latin America
  • Figure 29 Geographic Snapshot: Predictive Maintenance Market In Middle East & Africa
  • Figure 30 Growth Strategies Adopted by Leading Market Player (2021-2024)
  • Figure 31 Competitive Benchmarking Analysis (2021-2024)
  • Figure 32 Competitive Dashboard: Predictive Maintenance Market
  • Figure 33 International Business Machines Corporation: Financial Overview (2022)
  • Figure 34 ABB Ltd: Financial Overview (2022)
  • Figure 35 Hitachi, Ltd.: Financial Overview (2022)
  • Figure 36 Siemens AG: Financial Overview (2022)
  • Figure 37 Amazon.com, Inc.: Financial Overview (2022)
  • Figure 38 Alphabet Inc.: Financial Overview (2022)
  • Figure 39 Microsoft Corporation: Financial Overview (2022)
  • Figure 40 Emerson Electric Co.: Financial Overview (2022)
  • Figure 41 Oracle Corporation: Financial Overview (2022)
  • Figure 42 Cisco Systems, Inc: Financial Overview (2022)
  • Figure 43 Axiomtek Co., Ltd.: Financial Overview (2022)