首頁 > 市場調查報告書 > 通訊

IoT

市場調查報告書

商品編碼

1533636

預測性維護市場規模、佔有率和成長分析：按組件、按技術、按方法、按地區 - 行業預測，2024-2031 年

Predictive Maintenance Market Size, Share, Growth Analysis, By Component (Solution, Service), By Technology (AI, IoT), By Technique (Infrared Thermography, Vibration Analysis), By Region - Industry Forecast 2024-2031

出版日期: 2024年08月03日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

2022年全球預測性維護市場規模將為57.7億美元，預測期間（2024-2031年）複合年成長率為31.2%，從2023年的75.7億美元成長至664.6億美元。

預測性維護市場的成長是由多種因素推動的，例如擴大採用先進的資料擷取技術、機器學習和人工智慧的整合，以及降低維護成本和防止設備故障的需要。這一新興領域位於技術和工業維護的交叉點，利用巨量資料分析來預測潛在的設備故障。透過利用機器學習和物聯網 (IoT) 技術，預測維護可以分析即時資料和歷史趨勢，以預測何時需要專注於機器和設備。這種主動方法透過及時進行維護干預，有助於最大限度地減少停機時間和相關營運成本。預測維修市場的主要企業包括 IBM、微軟、SAP 和通用電氣。這些公司提供全面的解決方案來監控您的資產狀況並確定何時需要維護。在製造、能源和運輸行業需求不斷成長的推動下，預計未來幾年全球預測性維護市場將顯著成長。這些行業專注於降低成本、提高可靠性和提高業務效率，從而推動市場擴張。

市場概況
振動分析
- 檢查元件放置
- 不平衡偵測
- 共振識別
- 齒輪故障檢測
- 其他
紅外線熱成像
- 檢查電氣連接和系統
- 暖氣系統評估
- 流體分析
- 排放模式分析
聲學監測
- 管道監控
- 電容器評估
- 真空系統監控
- 粉絲健康檢查
- 空氣壓縮機監控
- 其他
油液分析
- 渦輪機維護
- 液壓系統維護
- 引擎評估
- 溝通評估
- 齒輪潤滑油位監控
- 其他
馬達電路分析
- 引擎劣化評估
- 軸和轉子對中
- 絕緣評估
- 齒輪評估
- 掃描短褲
- 其他
其他技術

預測性維護市場：依組織規模分類

市場概況
主要企業
小型企業

預測性維護市場：依產業分類

市場概況
能源/公共產業
製造業
汽車/交通
航太/國防
建築/採礦
衛生保健
通訊
其他行業

預測性維護市場規模：按地區分類

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區

競爭格局

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率（2023年）

主要企業簡介

IBM Corporation（USA）
SAP SE（Germany）
General Electric（USA）
Schneider Electric（France）
Hitachi, Ltd.（Japan）
PTC, Inc.（USA）
Software AG（Germany）
SAS Institute, Inc.（USA）
C3.ai, Inc.（USA）
Uptake Technologies Inc.（USA）
Microsoft Corporation（USA）
ABB Ltd.（Switzerland）
Rockwell Automation, Inc.（USA）
Siemens AG（Germany）
Emerson Electric Co.（USA）
Oracle Corporation（USA）
Bosch Software Innovations GmbH（Germany）
Senseye Ltd.（UK）
Fluke Corporation（USA）
SKF AB（Sweden）
Honeywell International Inc.（USA）

簡介目錄

Product Code: SQMIG45E2137

Global Predictive Maintenance Market size was valued at USD 5.77 Billion in 2022 and is poised to grow from USD 7.57 Billion in 2023 to USD 66.46 Billion by 2031, at a CAGR of 31.2% during the forecast period (2024-2031).

The growth of the predictive maintenance market is driven by several factors, including the increasing adoption of advanced technologies for data acquisition, the integration of machine learning and artificial intelligence, and the need to reduce maintenance costs and prevent equipment failures. This emerging field at the intersection of technology and industrial maintenance leverages big data analytics to forecast potential equipment failures. By utilizing machine learning and Internet of Things (IoT) technologies, predictive maintenance analyzes real-time data and historical trends to anticipate when machinery or equipment might require attention. This proactive approach helps minimize downtime and associated operational costs by enabling timely maintenance interventions. Key players in the predictive maintenance market include IBM, Microsoft, SAP, and General Electric. These companies offer comprehensive solutions for monitoring asset conditions and identifying when maintenance is necessary. The global predictive maintenance market is expected to experience significant growth in the coming years, driven by increasing demand from the manufacturing, energy, and transportation sectors. These industries are focusing on cost savings, enhanced reliability, and improved operational efficiency, which fuels the market expansion.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Predictive Maintenance market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Predictive Maintenance Market Segmental Analysis

Global Predictive Maintenance Market is segmented based on Component, Technology, Technique, Organization Size, Vertical, and region. Based on Component, the market is segmented into Hardware, Solutions (Integrated, Standalone), Solution by Deployment Mode (Cloud [Public, Private, Hybrid], On-Premises), Services (Professional Services, System Integration, Support & Maintenance, Consulting), Managed Services. Based on Technology, the market is segmented Analytics & Data Management, Artificial Intelligence, IOT platform, Sensors & Other Devices, Other Technologies. Based on Organization Size, the market is segmented into Large Enterprises and Small & Medium Sized Enterprises. Based on Technique, the market is segmented into Vibration Analysis (Test Component Alignment, Detect Imbalances, Resonance Identification, Gear Failure Detection, Others), Infrared Thermography (Monitoring, Pipeline Monitoring, Condenser Evaluation, Vacuum System Monitoring, Fan Health Assessment, Air Compressor Monitoring, Others), Oil Analysis (Turbine Maintenance, Hydraulic System Maintenance, Engine Evaluation, Transmission assessment, Gear lubricant level monitoring, Others), Motor Circuit Analysis (Assess engine degradation, Shaft and rotor alignment, Insulation Evaluation, Gear Assessment, Scan For Short Circuits, Others), Other Techniques. Based on Vertical, the market is segmented into Energy & Utilities, Manufacturing, Automotive & Transportation, Aerospace & Defense, Construction & Mining, Healthcare, Telecommunications, Other Verticals. Based on region, the market is segmented into North America, Europe, Asia-Pacific, Middle East and Africa, and Latin America.

Drivers of the Global Predictive Maintenance Market

Predictive maintenance enhances equipment uptime and extends its lifespan by identifying potential issues before they escalate into serious problems. This proactive approach leads to significant cost savings, as it enables more efficient management of resources and spare parts. By shifting from a reactive to a proactive maintenance strategy, organizations can effectively minimize downtime and optimize overall maintenance efforts.

Restraints in the Global Predictive Maintenance Market

Predictive maintenance entails continuous monitoring and analysis of detailed, and occasionally sensitive, data from equipment and processes. This raises concerns about data confidentiality and integrity, as widespread use of these solutions can lead to the potential leakage of large volumes of data or unauthorized access by third parties. Ensuring robust data security measures is crucial to protecting against these risks.

Market Trends of the Global Predictive Maintenance Market

A key trend to watch in the market is the expanding adoption of 5G networks across various sectors. As the fifth generation of internet communication technology, 5G offers significantly faster data transfer speeds and reduced latency. This advancement accelerates developments in areas such as the Internet of Things (IoT), virtual reality, and autonomous vehicles. Additionally, 5G supports the integration of healthcare services, manufacturing industries, and the entertainment sector by enabling enhanced remote services and advanced data analysis. The global 5G market is poised for substantial growth as businesses and individuals leverage the high-speed and low-latency benefits of 5G, shaping the future of the digital landscape.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Technology Analysis
Pricing Analysis
Supply Chain Analysis
Ecosystem of the Market
Patent Analysis
Customer & Buying Criteria Analysis
Case study Analysis
Regulatory Landscape
Innovation Matrix
Top Investment Analysis
Key Success Factor
Market Attractive Index
Degree of Competition

Predictive maintenance Market by Component

Market Overview
Hardware
Solution by type
- Integrated
- Standalone
Solution by Deployment Mode
- Cloud
- Public
- Private
- Hybrid
- On-Premises
Services
- Professional Services
- System Integration
- Support & Maintenance
- Consulting
- Managed Services

Predictive maintenance Market by Technology

Market Overview
Analytics & data management
Artificial intelligence
IOT platform
Sensors & other devices
Other Technologies

Predictive maintenance Market by Technique

Market Overview
Vibration Analysis
- Test Component Alignment
- Detect Imbalances
- Resonance Identification
- Gear Failure Detection
- others
Infrared Thermography
- Inspect Electrical Connections and Systems
- Assess heating systems
- Fluid analysis
- Analyze discharge patterns
Acoustic Monitoring
- Pipeline Monitoring
- Condenser Evaluation
- Vacuum System Monitoring
- Fan Health Assessment
- Air Compressor Monitoring
- Others
Oil Analysis
- Turbine maintenance
- Hydraulic system maintenance
- Engine evaluation
- Transmission assessment
- Gear lubricant level monitoring
- Others
Motor Circuit Analysis
- Assess engine degradation
- Shaft and rotor alignment
- Insulation evaluation
- Gear assessment
- Scan for short circuits
- Others
Other Techniques

Predictive maintenance Market by Organization Size

Market Overview
Large Enterprises
Small and Medium-Sized Enterprises

Predictive maintenance Market by Vertical

Market Overview
Energy & Utilities
Manufacturing
Automotive & Transportation
Aerospace & Defense
Construction & Mining
Healthcare
Telecommunications
Other Verticals

Predictive maintenance Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Rest of Europe
Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Rest of Latin America
Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA

Competitive Landscape

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

IBM Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
General Electric (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Schneider Electric (France)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hitachi, Ltd. (Japan)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
PTC, Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Software AG (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute, Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
C3.ai, Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Uptake Technologies Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
ABB Ltd. (Switzerland)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Rockwell Automation, Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Siemens AG (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Emerson Electric Co. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Bosch Software Innovations GmbH (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Senseye Ltd. (UK)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Fluke Corporation (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SKF AB (Sweden)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Honeywell International Inc. (USA)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments