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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1528155

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1528155

Predictive Maintenance for Manufacturing Industry

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Table of Contents

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
Show more
Product Code: MCP13738

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

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+32-2-535-7543

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