查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1871976

製造業預測性維護：全球市場佔有率和排名、總收入和需求預測（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個工作天內

價格

※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

2024 年全球製造業預測性維護市場規模估計為 80.2 億美元，預計到 2031 年將成長至 265.97 億美元，2025 年至 2031 年的複合年成長率為 18.6%。

製造業中的預測性維護是一種智慧維護策略，它利用感測器、物聯網和人工智慧等技術來監測設備的即時狀態，並在潛在故障發生之前進行預測。透過分析運作數據，可以在最佳時機進行維護，從而減少非計劃性停機時間，最大限度地降低維修成本，提高生產效率，並延長設備的使用壽命。它是智慧製造和工業4.0計劃的關鍵組成部分。

全球製造業預測性維護領域的主要參與者包括SAP、Schneider Electric和西門子。前三大公司約佔19%的市佔率。北美是最大的市場，約佔35%的佔有率，其次是歐洲和亞太地區。依產品分類，雲端基礎產品是最大的細分市場，約佔77%的佔有率。按應用分類，工業和製造業是最大的應用領域，約佔47%的佔有率。

市場促進因素

物聯網、人工智慧和機器學習的日益普及：製造商正在加速採用物聯網感測器和人工智慧/機器學習分析技術，以持續監測設備參數，例如振動、溫度和壓力，從而能夠準確預測故障並促進及時的維護干預，將維護模式從被動式轉變為主動式。

降低成本並提高營運效率：預測性維護可大幅減少非計劃性停機時間和不必要的維護，從而節省 10-40% 的成本，同時延長資產壽命，提高整體設備效率 (OEE)，並提高生產效率。

與工業4.0的整合：向智慧製造的演進將推動對預測性解決方案的需求。預測性維護將成為數位化工廠不可或缺的一部分，並與ERP和CMMS等企業系統整合，以簡化工作流程。

雲端運算和邊緣運算的擴充性：雲端基礎的平台無需龐大的IT基礎設施即可實現擴充性的集中式分析。邊緣運算進一步支援設備級的即時決策，從而降低延遲和頻寬需求。

監管合規性和資產可靠性：在汽車、能源和航太等受監管行業中，預測性維護透過主動管理資產健康狀況和降低故障風險來支援安全和合規要求。

市場挑戰

前期投入高，投資報酬不確定性：實施預測性維護需要對感測器、分析平台、資料整合和培訓進行投資。這些投資可能難以證明其合理性，尤其對於中小企業而言，因為投資回報可能落後或間接。

數據整合和品質問題：製造商經常面臨來自舊有系統和不同設備的不一致且嘈雜的數據。確保數據準確一致以進行可靠預測是一項重大挑戰。

網路安全漏洞：隨著預測系統越來越依賴聯網感測器和雲端基礎設施，其運作也更容易受到網路風險的影響。保護資料完整性和隱私至關重要，但這也需要付出代價。

缺乏專業人才：有效的預測性維護 (PdM) 實施需要資料科學、機器學習和工業系統方面的專業知識。這些技能往往供不應求，而培訓和招募新專家又會增加複雜性和成本。

可擴展性和互通性障礙：由於供應商特定的格式、缺乏標準通訊協定以及難以在設備類型之間保持一致性，將試點系統擴展到各種機器和位置通常會面臨挑戰。

文化上的變革阻力：有些製造商由於可靠性問題、擔心失業或對傳統方法的依戀，仍然對採用基於機器學習的維護工具持謹慎態度。

本報告旨在對全球製造業預測性維護市場進行全面分析，按地區/國家、類型和應用進行分類，重點關注總收入、市場佔有率和主要企業的排名。

本報告以銷售收入為指標，對製造業預測性維護的市場規模、估算和預測進行了闡述，以2024年為基準年，並涵蓋了2020年至2031年的歷史數據和預測數據。定量和定性分析將幫助讀者制定業務/成長策略、評估市場競爭、分析自身在當前市場中的地位，並就製造業預測性維護做出明智的商業決策。

市場區隔

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

按類型分類的細分市場

  • 雲端基礎的
  • 本地部署

應用領域

  • 車
  • 電子和半導體
  • 消費品
  • 化學
  • 製藥
  • 其他

按地區

  • 北美洲
    • 美國
    • 加拿大
  • 亞太地區
    • 中國
    • 日本
    • 韓國
    • 東南亞
    • 印度
    • 澳洲
    • 亞太其他地區
  • 歐洲
    • 德國
    • 法國
    • 英國
    • 義大利
    • 荷蘭
    • 北歐國家
    • 其他歐洲
  • 拉丁美洲
    • 墨西哥
    • 巴西
    • 其他拉丁美洲
  • 中東和非洲
    • 土耳其
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 其他中東和非洲地區

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