查看购物车
  • Traditional Chinese
  • English
  • Japanese
封面
市场调查报告书
商品编码
1871976

製造业预测性维护：全球市场份额和排名、总收入和需求预测（2025-2031年）

Predictive Maintenance In Manufacturing - Global Market Share and Ranking, Overall Sales and Demand Forecast 2025-2031
出版日期: | 出版商: QYResearch | 英文 192 Pages | 商品交期: 2-3个工作天内

价格

※ 本网页内容可能与最新版本有所差异。详细情况请与我们联繫。

2024 年全球製造业预测性维护市场规模估计为 80.2 亿美元，预计到 2031 年将成长至 265.97 亿美元，2025 年至 2031 年的复合年增长率为 18.6%。

製造业中的预测性维护是一种智慧维护策略，它利用感测器、物联网和人工智慧等技术来监测设备的即时状态，并在潜在故障发生之前进行预测。透过分析运作数据，可以在最佳时机进行维护，从而减少非计划性停机时间，最大限度地降低维修成本，提高生产效率，并延长设备的使用寿命。它是智慧製造和工业4.0计划的关键组成部分。

全球製造业预测性维护领域的主要参与者包括SAP、Schneider Electric和西门子。前三大公司约占19%的市占率。北美是最大的市场，约占35%的份额，其次是欧洲和亚太地区。依产品划分，云端基础产品是最大的细分市场，约占77%的份额。按应用划分，工业和製造业是最大的应用领域，约占47%的份额。

市场驱动因素

物联网、人工智慧和机器学习的日益普及：製造商正在加速采用物联网感测器和人工智慧/机器学习分析技术，以持续监测设备参数，例如振动、温度和压力，从而能够准确预测故障并促进及时的维护干预，将维护模式从被动式转变为主动式。

降低成本并提高营运效率：预测性维护可大幅减少非计划性停机时间和不必要的维护，从而节省 10-40% 的成本，同时延长资产寿命，提高整体设备效率 (OEE)，并提高生产效率。

与工业4.0的整合：向智慧製造的演进将推动对预测性解决方案的需求。预测性维护将成为数位化工厂不可或缺的一部分，并与ERP和CMMS等企业系统集成，以简化工作流程。

云端运算和边缘运算的扩充性：云端基础的平台无需庞大的IT基础设施即可实现扩充性的集中式分析。边缘运算进一步支援设备级的即时决策，从而降低延迟和频宽需求。

监管合规性和资产可靠性：在汽车、能源和航太等受监管行业中，预测性维护透过主动管理资产健康状况和降低故障风险来支援安全和合规要求。

市场挑战

前期投入高，投资报酬不确定性：实施预测性维护需要对感测器、分析平台、资料整合和培训进行投资。这些投资可能难以证明其合理性，尤其对于中小企业而言，因为投资回报可能落后或间接。

数据整合和品质问题：製造商经常面临来自旧有系统和不同设备的不一致且嘈杂的数据。确保数据准确一致以进行可靠预测是一项重大挑战。

网路安全漏洞：随着预测系统越来越依赖联网感测器和云端基础设施，其运作也更容易受到网路风险的影响。保护资料完整性和隐私至关重要，但这也需要付出代价。

缺乏专业人才：有效的预测性维护 (PdM) 实施需要资料科学、机器学习和工业系统方面的专业知识。这些技能往往供不应求，而培训和招募新专家又会增加复杂性和成本。

可扩展性和互通性障碍：由于供应商特定的格式、缺乏标准通讯协定以及难以在设备类型之间保持一致性，将试点系统扩展到各种机器和位置通常会面临挑战。

文化上的变革阻力：有些製造商由于可靠性问题、担心失业或对传统方法的依恋，仍然对采用基于机器学习的维护工具持谨慎态度。

本报告旨在对全球製造业预测性维护市场进行全面分析，按地区/国家、类型和应用进行划分，重点关注总收入、市场份额和主要企业的排名。

本报告以销售收入为指标，对製造业预测性维护的市场规模、估算和预测进行了阐述，以2024年为基准年，并涵盖了2020年至2031年的历史数据和预测数据。定量和定性分析将帮助读者制定业务/成长策略、评估市场竞争、分析自身在当前市场中的地位，并就製造业预测性维护做出明智的商业决策。

市场区隔

公司

  • IBM
  • Microsoft
  • SAP
  • GE Digital
  • Schneider
  • Hitachi
  • Siemens
  • Intel
  • RapidMiner
  • Rockwell Automation
  • Software AG
  • Cisco
  • Oracle
  • Fujitsu
  • Dassault Systemes
  • Augury Systems
  • TIBCO Software
  • Uptake
  • Honeywell
  • PTC
  • Huawei
  • ABB
  • AVEVA
  • SAS
  • SKF
  • Emerson
  • Mpulse
  • Maintenance Connection
  • Dingo
  • Particle
  • Bosch
  • C3.ai
  • Dell
  • Sigma Industrial Precision

按类型分類的细分市场

  • 云端基础的
  • 本地部署

应用领域

  • 车
  • 电子和半导体
  • 消费品
  • 化学
  • 製药
  • 其他的

按地区

  • 北美洲
    • 美国
    • 加拿大
  • 亚太地区
    • 中国
    • 日本
    • 韩国
    • 东南亚
    • 印度
    • 澳洲
    • 亚太其他地区
  • 欧洲
    • 德国
    • 法国
    • 英国
    • 义大利
    • 荷兰
    • 北欧国家
    • 其他欧洲
  • 拉丁美洲
    • 墨西哥
    • 巴西
    • 其他拉丁美洲
  • 中东和非洲
    • 土耳其
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 其他中东和非洲地区

The global market for Predictive Maintenance In Manufacturing was estimated to be worth US$ 8020 million in 2024 and is forecast to a readjusted size of US$ 26597 million by 2031 with a CAGR of 18.6% during the forecast period 2025-2031.

Predictive Maintenance in Manufacturing is an intelligent maintenance strategy that uses technologies such as sensors, IoT, and artificial intelligence to monitor the real-time condition of equipment and predict potential failures before they occur. Analyzing operational data it enables maintenance to be performed at the optimal time, reducing unplanned downtime, minimizing repair costs, improving production efficiency, and extending equipment lifespan. It is a key component of smart manufacturing and Industry 4.0 initiatives.

Global key predictive maintenance in manufacturing players include SAP, Schneider and Siemens etc. The top 3 companies hold a share about 19%. North America is the largest market with a share about 35%, followed by Europe and Asia-Pacific. In terms of product, cloud based product is the largest segment with a share about 77%. And in terms of applications, the largest application is industrial and manufacturing with a share about 47%.

Market Drivers

Widespread Adoption of IoT, AI, and ML: Manufacturers are increasingly deploying IoT sensors and AI/ML analytics to continuously monitor equipment parameters like vibration, temperature, and pressure. This enables accurate predictions of failures and facilitates timely maintenance interventions, shifting the maintenance model from reactive to proactive.

Cost Reduction & Operational Efficiency: Predictive Maintenance significantly reduces unplanned downtime and unnecessary maintenance, resulting in cost savings of 10-40%. It also extends asset lifespan, boosts overall equipment effectiveness (OEE), and enhances production efficiency.

Industry 4.0 Integration: The evolution toward smart manufacturing fosters demand for predictive solutions. Predictive Maintenance is becoming integral to digital factories, integrated with ERP, CMMS, and other enterprise systems to streamline workflows.

Cloud & Edge Computing Enable Scalability: Cloud-based platforms facilitate scalable, centralized analytics without heavy IT infrastructure. Edge computing further supports real-time decision-making at the equipment level, reducing latency and bandwidth needs.

Regulatory Compliance & Asset Reliability: In regulated industries like automotive, energy, and aerospace, predictive maintenance supports safety and compliance requirements by proactively managing equipment health and reducing failure risk.

Market Challenges

High Upfront Investment & ROI Uncertainty: Implementing PdM requires investment in sensors, analytic platforms, data integration, and training. Especially for SMEs, justifying these investments can be difficult due to delayed or indirect ROI.

Data Integration & Quality Issues: Manufacturers often struggle with disparate, noisy data from legacy systems and heterogeneous devices. Ensuring accurate, consistent data for reliable predictions is a significant hurdle.

Cybersecurity Vulnerabilities: As predictive systems increasingly rely on networked sensors and cloud infrastructure, they expose operations to cyber risks. Protecting data integrity and privacy is essential-and costly.

Skilled Workforce Shortage: Effective PdM deployment demands expertise in data science, ML, and industrial systems-skills that are often lacking, and training or hiring new specialists adds complexity and cost.

Scalability & Interoperability Barriers: Scaling pilot systems across diverse machines and sites often encounters issues like vendor-specific formats, lack of standard protocols, and maintenance of consistency across equipment types.

Cultural Resistance to Change: Some manufacturers remain cautious about adopting ML-based maintenance tools due to trust issues, fear of job displacement, or preference for traditional methods.

This report aims to provide a comprehensive presentation of the global market for Predictive Maintenance In Manufacturing, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Predictive Maintenance In Manufacturing by region & country, by Type, and by Application.

The Predictive Maintenance In Manufacturing market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Predictive Maintenance In Manufacturing.

Market Segmentation

By Company

  • IBM
  • Microsoft
  • SAP
  • GE Digital
  • Schneider
  • Hitachi
  • Siemens
  • Intel
  • RapidMiner
  • Rockwell Automation
  • Software AG
  • Cisco
  • Oracle
  • Fujitsu
  • Dassault Systemes
  • Augury Systems
  • TIBCO Software
  • Uptake
  • Honeywell
  • PTC
  • Huawei
  • ABB
  • AVEVA
  • SAS
  • SKF
  • Emerson
  • Mpulse
  • Maintenance Connection
  • Dingo
  • Particle
  • Bosch
  • C3.ai
  • Dell
  • Sigma Industrial Precision

Segment by Type

  • Cloud Based
  • On-premises

Segment by Application

  • Automotive
  • Electronics and Semiconductor
  • Consumer Goods
  • Chemical
  • Pharmaceutical
  • Others

By Region

  • North America
    • United States
    • Canada
  • Asia-Pacific
    • China
    • Japan
    • South Korea
    • Southeast Asia
    • India
    • Australia
    • Rest of Asia-Pacific
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Netherlands
    • Nordic Countries
    • Rest of Europe
  • Latin America
    • Mexico
    • Brazil
    • Rest of Latin America
  • Middle East & Africa
    • Turkey
    • Saudi Arabia
    • UAE
    • Rest of MEA

Chapter Outline

Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 2: Detailed analysis of Predictive Maintenance In Manufacturing company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 5: Revenue of Predictive Maintenance In Manufacturing in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.

Chapter 6: Revenue of Predictive Maintenance In Manufacturing in country level. It provides sigmate data by Type, and by Application for each country/region.

Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.

Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.

Chapter 9: Conclusion.

Table of Contents

1 Market Overview

  • 1.1 Predictive Maintenance In Manufacturing Product Introduction
  • 1.2 Global Predictive Maintenance In Manufacturing Market Size Forecast (2020-2031)
  • 1.3 Predictive Maintenance In Manufacturing Market Trends & Drivers
    • 1.3.1 Predictive Maintenance In Manufacturing Industry Trends
    • 1.3.2 Predictive Maintenance In Manufacturing Market Drivers & Opportunity
    • 1.3.3 Predictive Maintenance In Manufacturing Market Challenges
    • 1.3.4 Predictive Maintenance In Manufacturing Market Restraints
  • 1.4 Assumptions and Limitations
  • 1.5 Study Objectives
  • 1.6 Years Considered

2 Competitive Analysis by Company

  • 2.1 Global Predictive Maintenance In Manufacturing Players Revenue Ranking (2024)
  • 2.2 Global Predictive Maintenance In Manufacturing Revenue by Company (2020-2025)
  • 2.3 Key Companies Predictive Maintenance In Manufacturing Manufacturing Base Distribution and Headquarters
  • 2.4 Key Companies Predictive Maintenance In Manufacturing Product Offered
  • 2.5 Key Companies Time to Begin Mass Production of Predictive Maintenance In Manufacturing
  • 2.6 Predictive Maintenance In Manufacturing Market Competitive Analysis
    • 2.6.1 Predictive Maintenance In Manufacturing Market Concentration Rate (2020-2025)
    • 2.6.2 Global 5 and 10 Largest Companies by Predictive Maintenance In Manufacturing Revenue in 2024
    • 2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive Maintenance In Manufacturing as of 2024)
  • 2.7 Mergers & Acquisitions, Expansion

3 Segmentation by Type

  • 3.1 Introduction by Type
    • 3.1.1 Cloud Based
    • 3.1.2 On-premises
  • 3.2 Global Predictive Maintenance In Manufacturing Sales Value by Type
    • 3.2.1 Global Predictive Maintenance In Manufacturing Sales Value by Type (2020 VS 2024 VS 2031)
    • 3.2.2 Global Predictive Maintenance In Manufacturing Sales Value, by Type (2020-2031)
    • 3.2.3 Global Predictive Maintenance In Manufacturing Sales Value, by Type (%) (2020-2031)

4 Segmentation by Application

  • 4.1 Introduction by Application
    • 4.1.1 Automotive
    • 4.1.2 Electronics and Semiconductor
    • 4.1.3 Consumer Goods
    • 4.1.4 Chemical
    • 4.1.5 Pharmaceutical
    • 4.1.6 Others
  • 4.2 Global Predictive Maintenance In Manufacturing Sales Value by Application
    • 4.2.1 Global Predictive Maintenance In Manufacturing Sales Value by Application (2020 VS 2024 VS 2031)
    • 4.2.2 Global Predictive Maintenance In Manufacturing Sales Value, by Application (2020-2031)
    • 4.2.3 Global Predictive Maintenance In Manufacturing Sales Value, by Application (%) (2020-2031)

5 Segmentation by Region

  • 5.1 Global Predictive Maintenance In Manufacturing Sales Value by Region
    • 5.1.1 Global Predictive Maintenance In Manufacturing Sales Value by Region: 2020 VS 2024 VS 2031
    • 5.1.2 Global Predictive Maintenance In Manufacturing Sales Value by Region (2020-2025)
    • 5.1.3 Global Predictive Maintenance In Manufacturing Sales Value by Region (2026-2031)
    • 5.1.4 Global Predictive Maintenance In Manufacturing Sales Value by Region (%), (2020-2031)
  • 5.2 North America
    • 5.2.1 North America Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 5.2.2 North America Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • 5.3 Europe
    • 5.3.1 Europe Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 5.3.2 Europe Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • 5.4 Asia Pacific
    • 5.4.1 Asia Pacific Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 5.4.2 Asia Pacific Predictive Maintenance In Manufacturing Sales Value by Region (%), 2024 VS 2031
  • 5.5 South America
    • 5.5.1 South America Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 5.5.2 South America Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • 5.6 Middle East & Africa
    • 5.6.1 Middle East & Africa Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 5.6.2 Middle East & Africa Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031

6 Segmentation by Key Countries/Regions

  • 6.1 Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value Growth Trends, 2020 VS 2024 VS 2031
  • 6.2 Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value, 2020-2031
  • 6.3 United States
    • 6.3.1 United States Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.3.2 United States Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.3.3 United States Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.4 Europe
    • 6.4.1 Europe Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.4.2 Europe Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.4.3 Europe Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.5 China
    • 6.5.1 China Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.5.2 China Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.5.3 China Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.6 Japan
    • 6.6.1 Japan Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.6.2 Japan Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.6.3 Japan Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.7 South Korea
    • 6.7.1 South Korea Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.7.2 South Korea Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.7.3 South Korea Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.8 Southeast Asia
    • 6.8.1 Southeast Asia Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.8.2 Southeast Asia Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.8.3 Southeast Asia Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031
  • 6.9 India
    • 6.9.1 India Predictive Maintenance In Manufacturing Sales Value, 2020-2031
    • 6.9.2 India Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
    • 6.9.3 India Predictive Maintenance In Manufacturing Sales Value by Application, 2024 VS 2031

7 Company Profiles

  • 7.1 IBM
    • 7.1.1 IBM Profile
    • 7.1.2 IBM Main Business
    • 7.1.3 IBM Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.1.4 IBM Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.1.5 IBM Recent Developments
  • 7.2 Microsoft
    • 7.2.1 Microsoft Profile
    • 7.2.2 Microsoft Main Business
    • 7.2.3 Microsoft Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.2.4 Microsoft Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.2.5 Microsoft Recent Developments
  • 7.3 SAP
    • 7.3.1 SAP Profile
    • 7.3.2 SAP Main Business
    • 7.3.3 SAP Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.3.4 SAP Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.3.5 SAP Recent Developments
  • 7.4 GE Digital
    • 7.4.1 GE Digital Profile
    • 7.4.2 GE Digital Main Business
    • 7.4.3 GE Digital Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.4.4 GE Digital Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.4.5 GE Digital Recent Developments
  • 7.5 Schneider
    • 7.5.1 Schneider Profile
    • 7.5.2 Schneider Main Business
    • 7.5.3 Schneider Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.5.4 Schneider Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.5.5 Schneider Recent Developments
  • 7.6 Hitachi
    • 7.6.1 Hitachi Profile
    • 7.6.2 Hitachi Main Business
    • 7.6.3 Hitachi Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.6.4 Hitachi Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.6.5 Hitachi Recent Developments
  • 7.7 Siemens
    • 7.7.1 Siemens Profile
    • 7.7.2 Siemens Main Business
    • 7.7.3 Siemens Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.7.4 Siemens Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.7.5 Siemens Recent Developments
  • 7.8 Intel
    • 7.8.1 Intel Profile
    • 7.8.2 Intel Main Business
    • 7.8.3 Intel Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.8.4 Intel Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.8.5 Intel Recent Developments
  • 7.9 RapidMiner
    • 7.9.1 RapidMiner Profile
    • 7.9.2 RapidMiner Main Business
    • 7.9.3 RapidMiner Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.9.4 RapidMiner Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.9.5 RapidMiner Recent Developments
  • 7.10 Rockwell Automation
    • 7.10.1 Rockwell Automation Profile
    • 7.10.2 Rockwell Automation Main Business
    • 7.10.3 Rockwell Automation Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.10.4 Rockwell Automation Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.10.5 Rockwell Automation Recent Developments
  • 7.11 Software AG
    • 7.11.1 Software AG Profile
    • 7.11.2 Software AG Main Business
    • 7.11.3 Software AG Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.11.4 Software AG Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.11.5 Software AG Recent Developments
  • 7.12 Cisco
    • 7.12.1 Cisco Profile
    • 7.12.2 Cisco Main Business
    • 7.12.3 Cisco Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.12.4 Cisco Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.12.5 Cisco Recent Developments
  • 7.13 Oracle
    • 7.13.1 Oracle Profile
    • 7.13.2 Oracle Main Business
    • 7.13.3 Oracle Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.13.4 Oracle Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.13.5 Oracle Recent Developments
  • 7.14 Fujitsu
    • 7.14.1 Fujitsu Profile
    • 7.14.2 Fujitsu Main Business
    • 7.14.3 Fujitsu Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.14.4 Fujitsu Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.14.5 Fujitsu Recent Developments
  • 7.15 Dassault Systemes
    • 7.15.1 Dassault Systemes Profile
    • 7.15.2 Dassault Systemes Main Business
    • 7.15.3 Dassault Systemes Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.15.4 Dassault Systemes Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.15.5 Dassault Systemes Recent Developments
  • 7.16 Augury Systems
    • 7.16.1 Augury Systems Profile
    • 7.16.2 Augury Systems Main Business
    • 7.16.3 Augury Systems Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.16.4 Augury Systems Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.16.5 Augury Systems Recent Developments
  • 7.17 TIBCO Software
    • 7.17.1 TIBCO Software Profile
    • 7.17.2 TIBCO Software Main Business
    • 7.17.3 TIBCO Software Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.17.4 TIBCO Software Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.17.5 TIBCO Software Recent Developments
  • 7.18 Uptake
    • 7.18.1 Uptake Profile
    • 7.18.2 Uptake Main Business
    • 7.18.3 Uptake Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.18.4 Uptake Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.18.5 Uptake Recent Developments
  • 7.19 Honeywell
    • 7.19.1 Honeywell Profile
    • 7.19.2 Honeywell Main Business
    • 7.19.3 Honeywell Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.19.4 Honeywell Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.19.5 Honeywell Recent Developments
  • 7.20 PTC
    • 7.20.1 PTC Profile
    • 7.20.2 PTC Main Business
    • 7.20.3 PTC Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.20.4 PTC Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.20.5 PTC Recent Developments
  • 7.21 Huawei
    • 7.21.1 Huawei Profile
    • 7.21.2 Huawei Main Business
    • 7.21.3 Huawei Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.21.4 Huawei Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.21.5 Huawei Recent Developments
  • 7.22 ABB
    • 7.22.1 ABB Profile
    • 7.22.2 ABB Main Business
    • 7.22.3 ABB Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.22.4 ABB Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.22.5 ABB Recent Developments
  • 7.23 AVEVA
    • 7.23.1 AVEVA Profile
    • 7.23.2 AVEVA Main Business
    • 7.23.3 AVEVA Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.23.4 AVEVA Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.23.5 AVEVA Recent Developments
  • 7.24 SAS
    • 7.24.1 SAS Profile
    • 7.24.2 SAS Main Business
    • 7.24.3 SAS Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.24.4 SAS Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.24.5 SAS Recent Developments
  • 7.25 SKF
    • 7.25.1 SKF Profile
    • 7.25.2 SKF Main Business
    • 7.25.3 SKF Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.25.4 SKF Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.25.5 SKF Recent Developments
  • 7.26 Emerson
    • 7.26.1 Emerson Profile
    • 7.26.2 Emerson Main Business
    • 7.26.3 Emerson Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.26.4 Emerson Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.26.5 Emerson Recent Developments
  • 7.27 Mpulse
    • 7.27.1 Mpulse Profile
    • 7.27.2 Mpulse Main Business
    • 7.27.3 Mpulse Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.27.4 Mpulse Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.27.5 Mpulse Recent Developments
  • 7.28 Maintenance Connection
    • 7.28.1 Maintenance Connection Profile
    • 7.28.2 Maintenance Connection Main Business
    • 7.28.3 Maintenance Connection Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.28.4 Maintenance Connection Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.28.5 Maintenance Connection Recent Developments
  • 7.29 Dingo
    • 7.29.1 Dingo Profile
    • 7.29.2 Dingo Main Business
    • 7.29.3 Dingo Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.29.4 Dingo Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.29.5 Dingo Recent Developments
  • 7.30 Particle
    • 7.30.1 Particle Profile
    • 7.30.2 Particle Main Business
    • 7.30.3 Particle Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.30.4 Particle Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.30.5 Particle Recent Developments
  • 7.31 Bosch
    • 7.31.1 Bosch Profile
    • 7.31.2 Bosch Main Business
    • 7.31.3 Bosch Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.31.4 Bosch Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.31.5 Bosch Recent Developments
  • 7.32 C3.ai
    • 7.32.1 C3.ai Profile
    • 7.32.2 C3.ai Main Business
    • 7.32.3 C3.ai Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.32.4 C3.ai Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.32.5 C3.ai Recent Developments
  • 7.33 Dell
    • 7.33.1 Dell Profile
    • 7.33.2 Dell Main Business
    • 7.33.3 Dell Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.33.4 Dell Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.33.5 Dell Recent Developments
  • 7.34 Sigma Industrial Precision
    • 7.34.1 Sigma Industrial Precision Profile
    • 7.34.2 Sigma Industrial Precision Main Business
    • 7.34.3 Sigma Industrial Precision Predictive Maintenance In Manufacturing Products, Services and Solutions
    • 7.34.4 Sigma Industrial Precision Predictive Maintenance In Manufacturing Revenue (US$ Million) & (2020-2025)
    • 7.34.5 Sigma Industrial Precision Recent Developments

8 Industry Chain Analysis

  • 8.1 Predictive Maintenance In Manufacturing Industrial Chain
  • 8.2 Predictive Maintenance In Manufacturing Upstream Analysis
    • 8.2.1 Key Raw Materials
    • 8.2.2 Raw Materials Key Suppliers
    • 8.2.3 Manufacturing Cost Structure
  • 8.3 Midstream Analysis
  • 8.4 Downstream Analysis (Customers Analysis)
  • 8.5 Sales Model and Sales Channels
    • 8.5.1 Predictive Maintenance In Manufacturing Sales Model
    • 8.5.2 Sales Channel
    • 8.5.3 Predictive Maintenance In Manufacturing Distributors

9 Research Findings and Conclusion

10 Appendix

  • 10.1 Research Methodology
    • 10.1.1 Methodology/Research Approach
      • 10.1.1.1 Research Programs/Design
      • 10.1.1.2 Market Size Estimation
      • 10.1.1.3 Market Breakdown and Data Triangulation
    • 10.1.2 Data Source
      • 10.1.2.1 Secondary Sources
      • 10.1.2.2 Primary Sources
  • 10.2 Author Details
  • 10.3 Disclaimer

List of Tables

  • Table 1. Predictive Maintenance In Manufacturing Market Trends
  • Table 2. Predictive Maintenance In Manufacturing Market Drivers & Opportunity
  • Table 3. Predictive Maintenance In Manufacturing Market Challenges
  • Table 4. Predictive Maintenance In Manufacturing Market Restraints
  • Table 5. Global Predictive Maintenance In Manufacturing Revenue by Company (2020-2025) & (US$ Million)
  • Table 6. Global Predictive Maintenance In Manufacturing Revenue Market Share by Company (2020-2025)
  • Table 7. Key Companies Predictive Maintenance In Manufacturing Manufacturing Base Distribution and Headquarters
  • Table 8. Key Companies Predictive Maintenance In Manufacturing Product Type
  • Table 9. Key Companies Time to Begin Mass Production of Predictive Maintenance In Manufacturing
  • Table 10. Global Predictive Maintenance In Manufacturing Companies Market Concentration Ratio (CR5 and HHI)
  • Table 11. Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive Maintenance In Manufacturing as of 2024)
  • Table 12. Mergers & Acquisitions, Expansion Plans
  • Table 13. Global Predictive Maintenance In Manufacturing Sales Value by Type: 2020 VS 2024 VS 2031 (US$ Million)
  • Table 14. Global Predictive Maintenance In Manufacturing Sales Value by Type (2020-2025) & (US$ Million)
  • Table 15. Global Predictive Maintenance In Manufacturing Sales Value by Type (2026-2031) & (US$ Million)
  • Table 16. Global Predictive Maintenance In Manufacturing Sales Market Share in Value by Type (2020-2025)
  • Table 17. Global Predictive Maintenance In Manufacturing Sales Market Share in Value by Type (2026-2031)
  • Table 18. Global Predictive Maintenance In Manufacturing Sales Value by Application: 2020 VS 2024 VS 2031 (US$ Million)
  • Table 19. Global Predictive Maintenance In Manufacturing Sales Value by Application (2020-2025) & (US$ Million)
  • Table 20. Global Predictive Maintenance In Manufacturing Sales Value by Application (2026-2031) & (US$ Million)
  • Table 21. Global Predictive Maintenance In Manufacturing Sales Market Share in Value by Application (2020-2025)
  • Table 22. Global Predictive Maintenance In Manufacturing Sales Market Share in Value by Application (2026-2031)
  • Table 23. Global Predictive Maintenance In Manufacturing Sales Value by Region, (2020 VS 2024 VS 2031) & (US$ Million)
  • Table 24. Global Predictive Maintenance In Manufacturing Sales Value by Region (2020-2025) & (US$ Million)
  • Table 25. Global Predictive Maintenance In Manufacturing Sales Value by Region (2026-2031) & (US$ Million)
  • Table 26. Global Predictive Maintenance In Manufacturing Sales Value by Region (2020-2025) & (%)
  • Table 27. Global Predictive Maintenance In Manufacturing Sales Value by Region (2026-2031) & (%)
  • Table 28. Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value Growth Trends, (US$ Million): 2020 VS 2024 VS 2031
  • Table 29. Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value, (2020-2025) & (US$ Million)
  • Table 30. Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value, (2026-2031) & (US$ Million)
  • Table 31. IBM Basic Information List
  • Table 32. IBM Description and Business Overview
  • Table 33. IBM Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 34. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of IBM (2020-2025)
  • Table 35. IBM Recent Developments
  • Table 36. Microsoft Basic Information List
  • Table 37. Microsoft Description and Business Overview
  • Table 38. Microsoft Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 39. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Microsoft (2020-2025)
  • Table 40. Microsoft Recent Developments
  • Table 41. SAP Basic Information List
  • Table 42. SAP Description and Business Overview
  • Table 43. SAP Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 44. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of SAP (2020-2025)
  • Table 45. SAP Recent Developments
  • Table 46. GE Digital Basic Information List
  • Table 47. GE Digital Description and Business Overview
  • Table 48. GE Digital Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 49. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of GE Digital (2020-2025)
  • Table 50. GE Digital Recent Developments
  • Table 51. Schneider Basic Information List
  • Table 52. Schneider Description and Business Overview
  • Table 53. Schneider Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 54. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Schneider (2020-2025)
  • Table 55. Schneider Recent Developments
  • Table 56. Hitachi Basic Information List
  • Table 57. Hitachi Description and Business Overview
  • Table 58. Hitachi Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 59. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Hitachi (2020-2025)
  • Table 60. Hitachi Recent Developments
  • Table 61. Siemens Basic Information List
  • Table 62. Siemens Description and Business Overview
  • Table 63. Siemens Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 64. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Siemens (2020-2025)
  • Table 65. Siemens Recent Developments
  • Table 66. Intel Basic Information List
  • Table 67. Intel Description and Business Overview
  • Table 68. Intel Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 69. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Intel (2020-2025)
  • Table 70. Intel Recent Developments
  • Table 71. RapidMiner Basic Information List
  • Table 72. RapidMiner Description and Business Overview
  • Table 73. RapidMiner Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 74. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of RapidMiner (2020-2025)
  • Table 75. RapidMiner Recent Developments
  • Table 76. Rockwell Automation Basic Information List
  • Table 77. Rockwell Automation Description and Business Overview
  • Table 78. Rockwell Automation Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 79. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Rockwell Automation (2020-2025)
  • Table 80. Rockwell Automation Recent Developments
  • Table 81. Software AG Basic Information List
  • Table 82. Software AG Description and Business Overview
  • Table 83. Software AG Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 84. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Software AG (2020-2025)
  • Table 85. Software AG Recent Developments
  • Table 86. Cisco Basic Information List
  • Table 87. Cisco Description and Business Overview
  • Table 88. Cisco Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 89. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Cisco (2020-2025)
  • Table 90. Cisco Recent Developments
  • Table 91. Oracle Basic Information List
  • Table 92. Oracle Description and Business Overview
  • Table 93. Oracle Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 94. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Oracle (2020-2025)
  • Table 95. Oracle Recent Developments
  • Table 96. Fujitsu Basic Information List
  • Table 97. Fujitsu Description and Business Overview
  • Table 98. Fujitsu Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 99. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Fujitsu (2020-2025)
  • Table 100. Fujitsu Recent Developments
  • Table 101. Dassault Systemes Basic Information List
  • Table 102. Dassault Systemes Description and Business Overview
  • Table 103. Dassault Systemes Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 104. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Dassault Systemes (2020-2025)
  • Table 105. Dassault Systemes Recent Developments
  • Table 106. Augury Systems Basic Information List
  • Table 107. Augury Systems Description and Business Overview
  • Table 108. Augury Systems Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 109. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Augury Systems (2020-2025)
  • Table 110. Augury Systems Recent Developments
  • Table 111. TIBCO Software Basic Information List
  • Table 112. TIBCO Software Description and Business Overview
  • Table 113. TIBCO Software Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 114. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of TIBCO Software (2020-2025)
  • Table 115. TIBCO Software Recent Developments
  • Table 116. Uptake Basic Information List
  • Table 117. Uptake Description and Business Overview
  • Table 118. Uptake Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 119. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Uptake (2020-2025)
  • Table 120. Uptake Recent Developments
  • Table 121. Honeywell Basic Information List
  • Table 122. Honeywell Description and Business Overview
  • Table 123. Honeywell Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 124. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Honeywell (2020-2025)
  • Table 125. Honeywell Recent Developments
  • Table 126. PTC Basic Information List
  • Table 127. PTC Description and Business Overview
  • Table 128. PTC Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 129. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of PTC (2020-2025)
  • Table 130. PTC Recent Developments
  • Table 131. Huawei Basic Information List
  • Table 132. Huawei Description and Business Overview
  • Table 133. Huawei Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 134. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Huawei (2020-2025)
  • Table 135. Huawei Recent Developments
  • Table 136. ABB Basic Information List
  • Table 137. ABB Description and Business Overview
  • Table 138. ABB Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 139. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of ABB (2020-2025)
  • Table 140. ABB Recent Developments
  • Table 141. AVEVA Basic Information List
  • Table 142. AVEVA Description and Business Overview
  • Table 143. AVEVA Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 144. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of AVEVA (2020-2025)
  • Table 145. AVEVA Recent Developments
  • Table 146. SAS Basic Information List
  • Table 147. SAS Description and Business Overview
  • Table 148. SAS Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 149. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of SAS (2020-2025)
  • Table 150. SAS Recent Developments
  • Table 151. SKF Basic Information List
  • Table 152. SKF Description and Business Overview
  • Table 153. SKF Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 154. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of SKF (2020-2025)
  • Table 155. SKF Recent Developments
  • Table 156. Emerson Basic Information List
  • Table 157. Emerson Description and Business Overview
  • Table 158. Emerson Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 159. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Emerson (2020-2025)
  • Table 160. Emerson Recent Developments
  • Table 161. Mpulse Basic Information List
  • Table 162. Mpulse Description and Business Overview
  • Table 163. Mpulse Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 164. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Mpulse (2020-2025)
  • Table 165. Mpulse Recent Developments
  • Table 166. Maintenance Connection Basic Information List
  • Table 167. Maintenance Connection Description and Business Overview
  • Table 168. Maintenance Connection Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 169. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Maintenance Connection (2020-2025)
  • Table 170. Maintenance Connection Recent Developments
  • Table 171. Dingo Basic Information List
  • Table 172. Dingo Description and Business Overview
  • Table 173. Dingo Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 174. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Dingo (2020-2025)
  • Table 175. Dingo Recent Developments
  • Table 176. Particle Basic Information List
  • Table 177. Particle Description and Business Overview
  • Table 178. Particle Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 179. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Particle (2020-2025)
  • Table 180. Particle Recent Developments
  • Table 181. Bosch Basic Information List
  • Table 182. Bosch Description and Business Overview
  • Table 183. Bosch Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 184. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Bosch (2020-2025)
  • Table 185. Bosch Recent Developments
  • Table 186. C3.ai Basic Information List
  • Table 187. C3.ai Description and Business Overview
  • Table 188. C3.ai Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 189. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of C3.ai (2020-2025)
  • Table 190. C3.ai Recent Developments
  • Table 191. Dell Basic Information List
  • Table 192. Dell Description and Business Overview
  • Table 193. Dell Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 194. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Dell (2020-2025)
  • Table 195. Dell Recent Developments
  • Table 196. Sigma Industrial Precision Basic Information List
  • Table 197. Sigma Industrial Precision Description and Business Overview
  • Table 198. Sigma Industrial Precision Predictive Maintenance In Manufacturing Products, Services and Solutions
  • Table 199. Revenue (US$ Million) in Predictive Maintenance In Manufacturing Business of Sigma Industrial Precision (2020-2025)
  • Table 200. Sigma Industrial Precision Recent Developments
  • Table 201. Key Raw Materials Lists
  • Table 202. Raw Materials Key Suppliers Lists
  • Table 203. Predictive Maintenance In Manufacturing Downstream Customers
  • Table 204. Predictive Maintenance In Manufacturing Distributors List
  • Table 205. Research Programs/Design for This Report
  • Table 206. Key Data Information from Secondary Sources
  • Table 207. Key Data Information from Primary Sources

List of Figures

  • Figure 1. Predictive Maintenance In Manufacturing Product Picture
  • Figure 2. Global Predictive Maintenance In Manufacturing Sales Value, 2020 VS 2024 VS 2031 (US$ Million)
  • Figure 3. Global Predictive Maintenance In Manufacturing Sales Value (2020-2031) & (US$ Million)
  • Figure 4. Predictive Maintenance In Manufacturing Report Years Considered
  • Figure 5. Global Predictive Maintenance In Manufacturing Players Revenue Ranking (2024) & (US$ Million)
  • Figure 6. The 5 and 10 Largest Companies in the World: Market Share by Predictive Maintenance In Manufacturing Revenue in 2024
  • Figure 7. Predictive Maintenance In Manufacturing Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2020 VS 2024
  • Figure 8. Cloud Based Picture
  • Figure 9. On-premises Picture
  • Figure 10. Global Predictive Maintenance In Manufacturing Sales Value by Type (2020 VS 2024 VS 2031) & (US$ Million)
  • Figure 11. Global Predictive Maintenance In Manufacturing Sales Value Market Share by Type, 2024 & 2031
  • Figure 12. Product Picture of Automotive
  • Figure 13. Product Picture of Electronics and Semiconductor
  • Figure 14. Product Picture of Consumer Goods
  • Figure 15. Product Picture of Chemical
  • Figure 16. Product Picture of Pharmaceutical
  • Figure 17. Product Picture of Others
  • Figure 18. Global Predictive Maintenance In Manufacturing Sales Value by Application (2020 VS 2024 VS 2031) & (US$ Million)
  • Figure 19. Global Predictive Maintenance In Manufacturing Sales Value Market Share by Application, 2024 & 2031
  • Figure 20. North America Predictive Maintenance In Manufacturing Sales Value (2020-2031) & (US$ Million)
  • Figure 21. North America Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • Figure 22. Europe Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 23. Europe Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • Figure 24. Asia Pacific Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 25. Asia Pacific Predictive Maintenance In Manufacturing Sales Value by Region (%), 2024 VS 2031
  • Figure 26. South America Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 27. South America Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • Figure 28. Middle East & Africa Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 29. Middle East & Africa Predictive Maintenance In Manufacturing Sales Value by Country (%), 2024 VS 2031
  • Figure 30. Key Countries/Regions Predictive Maintenance In Manufacturing Sales Value (%), (2020-2031)
  • Figure 31. United States Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 32. United States Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 33. United States Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 34. Europe Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 35. Europe Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 36. Europe Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 37. China Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 38. China Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 39. China Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 40. Japan Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 41. Japan Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 42. Japan Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 43. South Korea Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 44. South Korea Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 45. South Korea Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 46. Southeast Asia Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 47. Southeast Asia Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 48. Southeast Asia Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 49. India Predictive Maintenance In Manufacturing Sales Value, (2020-2031) & (US$ Million)
  • Figure 50. India Predictive Maintenance In Manufacturing Sales Value by Type (%), 2024 VS 2031
  • Figure 51. India Predictive Maintenance In Manufacturing Sales Value by Application (%), 2024 VS 2031
  • Figure 52. Predictive Maintenance In Manufacturing Industrial Chain
  • Figure 53. Predictive Maintenance In Manufacturing Manufacturing Cost Structure
  • Figure 54. Channels of Distribution (Direct Sales, and Distribution)
  • Figure 55. Bottom-up and Top-down Approaches for This Report
  • Figure 56. Data Triangulation
  • Figure 57. Key Executives Interviewed