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市場調查報告書
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1528155

全球製造業預測性維護市場

Predictive Maintenance for Manufacturing Industry
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 482 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球製造業預測性維護市場預計將達到 98 億美元

全球製造業預測維護市場預計 2023 年為 22 億美元，預計到 2030 年將達到 98 億美元，2023 年至 2030 年複合年成長率為 23.7%。預測維護軟體是本報告分析的細分市場之一，預計複合年成長率為 21.9%，到分析期結束時將達到 49 億美元。預測性維護服務業在分析期間的複合年成長率預計為 25.7%。

美國市場預計將達5.743億美元，中國預計複合年成長率為27.3%。

預計 2023 年美國製造業預測維修市場規模將達 5.743 億美元。中國作為全球第二大經濟體，預計2030年市場規模將達16億美元，2023-2030年分析期間複合年成長率為27.3%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間複合年成長率分別為 20.0% 和 18.7%。在歐洲，德國預計複合年成長率為 20.0%。

全球製造業預測維修市場－主要趨勢與促進因素總結

什麼是預測性維護？

預測性維護 (PdM) 是製造業的突破性方法，它使用資料分析工具和技術主動檢測設備異常和潛在故障。這種主動維護策略是基於使用感測器和高級分析來即時監控設備性能並預測設備故障。預測性維護的一個主要好處是能夠根據實際設備狀況在正確的時間安排維護，從而避免與計劃外維護中斷相關的停機和高成本。與無論實際需要如何都依賴計劃維護的傳統預防性維護相比，預測性維護可以在頻率、功能和成本方面最佳化維護活動，從而顯著提高資產壽命和效率。

促進預測性維護的技術是什麼？

預測性維護的核心是各種相互關聯的技術，包括物聯網 (IoT)、人工智慧 (AI)、機器學習和巨量資料分析。物聯網設備在即時收集製造設備的振動、溫度、聲音和其他資料方面發揮關鍵作用。使用機器學習演算法分析這些資料，可以識別表明潛在問題或故障的模式。人工智慧透過從連續的資料流中學習，隨著時間的推移提高預測模型的準確性，從而增強了這一過程。巨量資料分析透過提供處理和分析預測維修系統產生的大量資料所需的工具來支援這些技術。這些技術協同效應至關重要，使製造商能夠在問題發展為昂貴的維修或嚴重停機之前預見問題。

公司如何從預測性維護中受益？

世界各地的製造商正在迅速實施預測性維護策略，以提高競爭力。實施此類系統的好處是廣泛的，包括顯著節省維修成本、減少設備停機時間、延長設備壽命和提高工廠安全性。這種維護策略不僅有助於降低營業成本，而且還提高了製造過程的整體效率。透過防止意外的設備故障，製造商可以確保更順暢的生產線和更高品質的產品。此外，預測性維護可協助製造商保持設備處於最佳狀態，從而滿足嚴格的監管合規標準，確保製藥、食品和飲料以及汽車等高度監管行業的安全。

是什麼推動了預測性維護市場的成長？

預測性維護市場的成長受到多種因素的推動，包括物聯網和人工智慧技術的日益採用、對降低維護成本和停機時間的需求不斷增加，以及製造商對業務效率的日益關注。隨著工業向工業 4.0 邁進，數位技術融入工業實踐變得越來越普遍，這增加了對能夠提前預測設備故障的先進維護技術的需求。此外，隨著製造流程變得更加複雜，對能夠有效處理大規模營運的先進維護解決方案的需求變得至關重要。消費者行為也正在轉向永續性，鼓勵公司投資不僅可以降低成本，還可以透過減少廢棄物和能源消耗來最大程度地減少對環境影響的技術。這些促進因素，加上科技公司為創新更先進和整合的解決方案而增加的研發投資，繼續推動製造業預測性維護的市場成長。

受訪企業範例（共115家）

  • ABB Ltd.
  • Accenture PLC
  • Axiomtek Co., Ltd.
  • Augury Inc.
  • AKKA Technologies
  • Altizon Inc.
  • Asystom
  • ActionPoint Technology Limited
  • AllBlock
  • Arch Systems
  • Arrelic
  • Avanseus Holdings Pte. Ltd.
  • Alteria Automation
  • Ainsworth
  • Axzon

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 世界其他地區

第4章 比賽

簡介目錄
Product Code: MCP13738

Global Predictive Maintenance for Manufacturing Industry Market to Reach US$9.8 Billion by 2030

The global market for Predictive Maintenance for Manufacturing Industry estimated at US$2.2 Billion in the year 2023, is expected to reach US$9.8 Billion by 2030, growing at a CAGR of 23.7% over the analysis period 2023-2030. Predictive Maintenance Software, one of the segments analyzed in the report, is expected to record a 21.9% CAGR and reach US$4.9 Billion by the end of the analysis period. Growth in the Predictive Maintenance Services segment is estimated at 25.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$574.3 Million While China is Forecast to Grow at 27.3% CAGR

The Predictive Maintenance for Manufacturing Industry market in the U.S. is estimated at US$574.3 Million in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$1.6 Billion by the year 2030 trailing a CAGR of 27.3% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 20.0% and 18.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 20.0% CAGR.

Global Predictive Maintenance for Manufacturing Industry Market - Key Trends & Drivers Summarized

What is Predictive Maintenance, and How Does It Transform Manufacturing?

Predictive maintenance (PdM) is a revolutionary approach in the manufacturing sector that utilizes data analysis tools and techniques to detect anomalies and potential failures in equipment before they occur. This proactive maintenance strategy is based on the real-time monitoring of equipment performance using sensors and advanced analytics to predict equipment failures. The critical advantage of predictive maintenance is its ability to schedule maintenance at just the right time based on actual equipment condition, thus avoiding the downtime and high costs associated with unscheduled maintenance breaks. In contrast to traditional preventive maintenance, which relies on scheduled maintenance regardless of actual need, predictive maintenance optimizes the maintenance tasks in frequency, features, and costs, leading to significantly enhanced asset life and efficiency.

What Technologies Drive Predictive Maintenance?

At the core of predictive maintenance are various interconnected technologies such as the Internet of Things (IoT), artificial intelligence (AI), machine learning, and big data analytics. IoT devices play a crucial role in collecting real-time data from manufacturing equipment, which include vibration, temperature, sound, and more. This data is then analyzed using machine learning algorithms that can identify patterns indicative of potential issues or failures. AI enhances this process by making the predictive models more accurate over time as they learn from a continuous influx of data. Big data analytics support these technologies by providing the tools necessary to process and analyze the large volumes of data that predictive maintenance systems generate. This technological synergy is fundamental in enabling manufacturers to anticipate problems before they escalate into costly repairs or significant downtimes.

How Are Businesses Benefiting from Predictive Maintenance?

Manufacturers across the globe are rapidly adopting predictive maintenance strategies to gain a competitive edge. The benefits of implementing such a system are multi-fold: significant cost savings on repairs, reduced equipment downtime, extended equipment life, and improved plant safety. This maintenance strategy not only helps in reducing operational costs but also improves the overall efficiency of the manufacturing process. By preventing unexpected equipment failures, manufacturers can ensure a smoother production line and better quality products. Furthermore, predictive maintenance supports manufacturers in meeting stringent regulatory compliance standards by maintaining equipment in optimum condition, thereby ensuring safety in highly regulated industries such as pharmaceuticals, food and beverage, and automotive.

What Drives the Growth in the Predictive Maintenance Market?

The growth in the predictive maintenance market is driven by several factors, including the increasing adoption of IoT and AI technologies, the rising demand for reducing maintenance costs and downtime, and the growing emphasis on operational efficiency among manufacturers. As industries continue to embrace Industry 4.0, the integration of digital technologies into industrial practices has become more prevalent, bolstering the demand for advanced maintenance technologies that can predict equipment failures before they occur. Additionally, as manufacturing processes become more complex, the need for sophisticated maintenance solutions that can handle large-scale operations efficiently becomes crucial. Consumer behavior is also shifting towards sustainability, prompting companies to invest in technologies that not only save cost but also minimize environmental impact by reducing waste and energy consumption. These drivers, coupled with increased investments in R&D by tech companies to innovate more advanced and integrated solutions, continue to propel the market growth of predictive maintenance within the manufacturing industry.

Select Competitors (Total 115 Featured) -

  • ABB Ltd.
  • Accenture PLC
  • Axiomtek Co., Ltd.
  • Augury Inc.
  • AKKA Technologies
  • Altizon Inc.
  • Asystom
  • ActionPoint Technology Limited
  • AllBlock
  • Arch Systems
  • Arrelic
  • Avanseus Holdings Pte. Ltd.
  • Alteria Automation
  • Ainsworth
  • Axzon

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Predictive Maintenance for Manufacturing Industry - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Plant Asset Maintenance, the Cornerstone for Achieving Excellence in Manufacturing Productivity
    • Why Migrate to Predictive Maintenance? What's In It for Companies?
    • With Manufacturing Competitiveness Increasing by the Day, PdM is the Right Step Forward Towards to Higher Value, Smart Manufacturing: Global Manufacturing Competitiveness Index (10-100 Index Score) by Country for the Year 2021
    • Global Economic Outlook
    • Predictive Maintenance (PdM): Definition, Scope, Importance, Benefits & Applications
    • Recent Market Activity
    • Innovations
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • The Age of Analytics Provides the Cornerstone for the Disruptive Growth of Predictive Maintenance
    • Here's How the Rise of "Predictive Analytics" Will Bring the Concept of Predictive Maintenance to Fruition
    • Applications of Predictive Analytics Expand from Fraud Detection, Personalized Marketing to Asset Management: Global Investments in Predictive Analytics (In US$ Billion) for the Years 2020, 2022, 2024 & 2026
    • Recovery of the Global Manufacturing Industry Bodes Well for Medium to Long-Term Growth of the Predictive Maintenance Market
    • Industry 4.0 Pushes Up the Effectiveness of Predictive Maintenance
    • What Does IIoT Mean for Predictive Maintenance?
    • Market to Witness Unconventional Growth as Effectiveness of Predictive Analytics in Predicting Failure & Maintenance Event Improves on the Back of IIoT: Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2020, 2022, 2024, and 2026
    • Special Focus on Predictive Maintenance of Bearings
    • Sensors Remain a Critical Component of Predictive Maintenance
    • Data Communication Systems, the Backbone for Successful Predictive Maintenance
    • 5G to Turbocharge Predictive Maintenance Capabilities
    • Here's How Artificial Intelligence (AI) Will Revolutionize Predictive Maintenance
    • AI Embedded Sensors Vital for Real-Time Fault Detection & Outsmarting Failure
    • Growing Investments in AI by Manufacturing Companies Will Promote Innovative Uses of AI in Machine Condition Monitoring: Global AI Investments in Manufacturing (In US$ Billion) for the Years 2019, 2022 and 2025
    • Harnessing the Power of Cloud Computing Remains Crucial for Effective Predictive Maintenance
    • Moving to the Cloud is a Matter of Survival for Companies in the 21st Century
    • Here's How Cloud Can Make Predictive Maintenance More Effective & Cheaper
    • What Has Blockchain to Offer for Predictive Maintenance?
    • Blockchain Rises like a Phoenix from the Ashes of Bitcoin
    • Here's How Blockchain Can Advance Predictive Maintenance & Make it More Accessible
    • As Blockchain Becomes a Mainstream Technology, Increasing Investments Will be Sunk into the Technology for Enabling Predictive Plant Maintenance: Global Opportunity for Blockchain Technology (In US$ Billion) for Years 021, 2023, 2025 and 2027
    • Edge Computing Emerges to Enhance Performance of & Value Created by Predictive Maintenance
    • The Rise of Edge Computing: A Review
    • Edge Computing Becomes Indispensable as Effective Predictive Maintenance Needs Distributed Intelligence: Global Opportunity for Edge Computing (In US$ Million) for Years 2021, 2023, 2025 and 2027
    • Here's How Edge Computing Helps Unlock the Benefits of Predictive Maintenance
    • Digital Twins & Predictive Maintenance: Made for Each Other?
    • Growing Popularity of Digital Twins Encourages Convergence of the Technology With Predictive Maintenance: Global Digital Twin Opportunity (In US$ Million) for Years 2021, 2023, 2025 and 2027
    • Going Beyond Predictive: Developments in Prescriptive Analytics Brings Prescriptive Maintenance Into the Spotlight as the Future of Asset Management
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Cloud-Based by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Cloud-Based by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Deep Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Deep Learning by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Big Data & Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 16: World 7-Year Perspective for Big Data & Analytics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 17: World Predictive Maintenance for Manufacturing Industry Market Analysis of Annual Sales in US$ Thousand for Years 2020 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 18: USA Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 19: USA 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 20: USA Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 21: USA 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 22: USA Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 23: USA 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • CANADA
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 25: Canada 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Canada 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 28: Canada Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Canada 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • JAPAN
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 30: Japan Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Japan 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 32: Japan Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Japan 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 34: Japan Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Japan 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • CHINA
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 36: China Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 37: China 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 38: China Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: China 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 40: China Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 41: China 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • EUROPE
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 42: Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 43: Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 44: Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 46: Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 47: Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 48: Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • FRANCE
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 50: France Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: France 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 52: France Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 53: France 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 54: France Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 55: France 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • GERMANY
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 56: Germany Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Germany 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 58: Germany Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Germany 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 60: Germany Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Germany 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • ITALY
    • TABLE 62: Italy Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Italy 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 64: Italy Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Italy 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 66: Italy Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Italy 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • UNITED KINGDOM
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 68: UK Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: UK 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 70: UK Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 71: UK 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 72: UK Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 73: UK 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 74: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Rest of Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 76: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 77: Rest of Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 78: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 79: Rest of Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 80: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Asia-Pacific 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 82: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 83: Asia-Pacific 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 84: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 85: Asia-Pacific 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 86: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Component - Software and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Rest of World 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2024 & 2030
    • TABLE 88: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Deployment - On-Premise and Cloud-Based - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Rest of World 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Deployment - Percentage Breakdown of Value Revenues for On-Premise and Cloud-Based for the Years 2024 & 2030
    • TABLE 90: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance for Manufacturing Industry by Technology - Machine Learning, Deep Learning and Big Data & Analytics - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Rest of World 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Technology - Percentage Breakdown of Value Revenues for Machine Learning, Deep Learning and Big Data & Analytics for the Years 2024 & 2030

IV. COMPETITION