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1533636

预测性维护市场规模、份额和成长分析：按组件、按技术、按方法、按地区 - 行业预测，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个工作天内

价格

简介目录

2022年全球预测性维护市场规模将为57.7亿美元，预测期间（2024-2031年）复合年增长率为31.2%，从2023年的75.7亿美元成长至664.6亿美元。

预测性维护市场的成长是由多种因素推动的，例如越来越多地采用先进的资料撷取技术、机器学习和人工智慧的集成，以及降低维护成本和防止设备故障的需要。这一新兴领域位于技术和工业维护的交叉点，利用巨量资料分析来预测潜在的设备故障。透过利用机器学习和物联网 (IoT) 技术，预测维护可以分析即时资料和历史趋势，以预测何时需要专注于机器和设备。这种主动方法透过及时进行维护干预，有助于最大限度地减少停机时间和相关营运成本。预测维修市场的主要企业包括 IBM、微软、SAP 和通用电气。这些公司提供全面的解决方案来监控您的资产状况并确定何时需要维护。在製造、能源和运输行业需求不断增长的推动下，预计未来几年全球预测性维护市场将显着成长。这些行业专注于降低成本、提高可靠性和提高业务效率，从而推动市场扩张。

市场概况
振动分析
- 检查元件放置
- 不平衡侦测
- 共振识别
- 齿轮故障检测
- 其他的
红外线热成像
- 检查电气连接和系统
- 暖气系统评估
- 流体分析
- 排放模式分析
声学监测
- 管道监控
- 电容器评估
- 真空系统监控
- 粉丝健康检查
- 空气压缩机监控
- 其他的
油液分析
- 涡轮机维护
- 液压系统维护
- 引擎评估
- 沟通评估
- 齿轮润滑油位监控
- 其他的
马达电路分析
- 引擎劣化评估
- 轴和转子对中
- 绝缘评估
- 齿轮评估
- 扫描短裤
- 其他的
其他技术

预测性维护市场：依组织规模划分

市场概况
大公司
小型企业

预测性维护市场：依产业分类

市场概况
能源/公共产业
製造业
汽车/交通
航太/国防
建筑/采矿
卫生保健
通讯
其他行业

预测性维护市场规模：按地区划分

市场概况
北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 其他欧洲国家地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
拉丁美洲
- 巴西
- 其他拉丁美洲地区
中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- 其他中东/非洲地区

竞争格局

前5名企业对比
主要企业市场定位（2023年）
主要市场参与者所采取的策略
近期市集活动
主要企业市场占有率（2023年）

主要企业简介

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）

简介目录

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