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Predictive Maintenance - Global Market Trajectory & Analytics

  • ID: 4805694
  • Report
  • February 2022
  • Region: Global
  • 443 Pages
  • Global Industry Analysts, Inc

FEATURED COMPANIES

  • ABB Limited
  • Augury Inc.
  • Emerson Electric Co.
  • PTC Inc.
  • Robert Bosch GmbH
  • SAP SE

Global Predictive Maintenance Market to Reach $13.9 Billion by 2026


Predictive maintenance (PdM) is an advanced form of maintenance that offers benefits over and above condition-based maintenance (CbM) which utilizes real-time sensor measurements to identify if a machine or its components have reached a point of failure and then schedule maintenance. As a subset of asset management, predictive maintenance (PdM) is forecast to benefit from the growing manufacturer investments in asset management systems and corporate wide implementation of asset management regimes. Key factors driving demand for predictive analytics in smart factories include the growing need to drive value from big data, growing power of computing, increasing role of data in shaping equipment management decisions, growing cloud solution deployments, and better understanding of value proposition offered by the technology. In the post-COVID-19 scenario, anticipated resurgence in core end-use sectors especially in the developing Asia-Pacific and Latin America nations, would renew the demand for production machines in various end-use sectors. Increased activity in automotive, aerospace & defense, shipbuilding and electrical/electronics domains would in particular enhance the demand for sophisticated machine tools for use in the manufacture of machine components and in assembly of finished products. Furthermore, resurgence in oil & gas exploration and drilling activities, and mining & mineral sector activities would extend new growth opportunities for machine tools market. This in turn is expected to benefit growth prospects of predictive maintenance.

Amid the COVID-19 crisis, the global market for Predictive Maintenance estimated at US$3.8 Billion in the year 2020, is projected to reach a revised size of US$13.9 Billion by 2026, growing at a CAGR of 23.3% over the analysis period. Cloud, one of the segments analyzed in the report, is projected to grow at a 27.7% CAGR to reach US$8.4 Billion by the end of the analysis period. After a thorough analysis of the business implications of the pandemic and its induced economic crisis, growth in the On-Premise segment is readjusted to a revised 19.7% CAGR for the next 7-year period. This segment currently accounts for a 59.9% share of the global Predictive Maintenance market. Cloud-based predictive maintenance solutions harness the combined power of cloud computing and machine learning to allow for more complex processing and richer machine learning models. Machine learning accesses the historical data stored in the cloud and processes real-time data gathered through IoT sensors at the edge to seek failure patterns.



The U.S. Market is Estimated at $1.3 Billion in 2021, While China is Forecast to Reach $2.3 Billion by 2026


The Predictive Maintenance market in the U.S. is estimated at US$1.3 Billion in the year 2021. The country currently accounts for a 29.71% share in the global market. China, the world`s second largest economy, is forecast to reach an estimated market size of US$2.3 Billion in the year 2026 trailing a CAGR of 29.2% through the analysis period. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 19.7% and 21.6% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 20.7% CAGR while Rest of European market (as defined in the study) will reach US$2.7 Billion by the end of the analysis period. Inclination towards automation remains more visible and profound in the developed regions including North America, Europe and Japan. Driven by manufacturers` appetite for sophisticated technologies that comfortably steer their manufacturing production towards efficiency and profitability, shift towards automation presents lucrative prospects for predictive maintenance in developed regions.

Select Competitors (Total 58 Featured) -

  • ABB Limited
  • Asystom
  • Augury Inc.
  • C3.ai, Inc.
  • Emerson Electric Co.
  • GE Digital
  • Operational Excellence (OPEX) Group Ltd
  • PTC Inc.
  • Rapidminer
  • Robert Bosch GmbH
  • Rockwell Automation, Inc.
  • SAP SE
  • SAS Institute Inc.
  • Schneider Electric SE
  • Siemens AG
  • Sigma Industrial Precision
  • SparkCognition
  • T-Systems International GmbH
  • Thales Group
The global analysis and forecast periods covered within the report are 2020-2027 (Current & Future Analysis) and 2012-2019 (Historic Review). Research estimates are provided for 2020, while research projections cover the period 2021-2027.
Frequently Asked Questions about the Global Market for Predictive Maintenance

What is the estimated value of the Global Market for Predictive Maintenance?

The Global Market for Predictive Maintenance was estimated to be valued at $3.8 Billion in 2020.

What is the growth rate of the Global Market for Predictive Maintenance?

The growth rate of the Global Market for Predictive Maintenance is 24.1%, with an estimated value of $13.9 Billion by 2026.

What is the forecasted size of the Global Market for Predictive Maintenance?

The Global Market for Predictive Maintenance is estimated to be worth $13.9 Billion by 2026.

Who are the key companies in the Global Market for Predictive Maintenance?

Key companies in the Global Market for Predictive Maintenance include ABB Limited, Asystom, Augury Inc., C3.ai, Inc., Emerson Electric Co., GE Digital, Operational Excellence (OPEX) Group Ltd, PTC Inc. and Robert Bosch GmbH.
Note: Product cover images may vary from those shown

FEATURED COMPANIES

  • ABB Limited
  • Augury Inc.
  • Emerson Electric Co.
  • PTC Inc.
  • Robert Bosch GmbH
  • SAP SE

I. METHODOLOGY


II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

  • Predictive Maintenance – Global Key Competitors Percentage Market Share in 2022 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (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 2020
  • Year 2020 Has Been a Year of Astounding Disruption & Unbelievable Transformation
  • COVID-19 Leaves the World in Shambles & Industries and Markets Upended: World Economic Growth Projections (Real GDP, Annual % Change) for 2019 to 2022
  • Continued High Unemployment Levels Challenges Growth in Industries Reliant on Consumer Discretionary Incomes: Global Number of Unemployed People (In Million) for Years 2017, 2019, 2020, and 2022
  • As Mass Vaccination Drives Get Underway Worldwide, Will It Change the Existing Economic Realities & Is it Really the Silver Bullet We Were Waiting For?
  • How Fast the World is Vaccinated Will Determine How Soon the Pandemic Will End: Global Number of COVID-19 Vaccinations (Per 100 People) As of February 2021 by country
  • Global Number of Annual COVID-19 Vaccine Doses (In Million) for Years 2020 through 2025 by Geographic Region/Country
  • How the Machinery & Manufacturing Automation Industries Are Impacted by the Pandemic & What’s the New Normal?
  • Global Machine Tools Market Reset & Trajectory - Growth Outlook (In %) For Years 2019 Through 2025
  • Manufacturing Automation
  • The Growing Momentum Towards Manufacturing Automation to Encourage New Pathways to Automating Machine Maintenance: Global Manufacturing Automation Market Reset & Trajectory - Growth Outlook (In %) For Years 2019 Through 2025
  • Predictive Maintenance: Definition, Scope, Importance, Benefits & Applications
  • Recent Market Activity
  • Innovations
  • World Brands

2. FOCUS ON SELECT PLAYERS

3. MARKET TRENDS & DRIVERS

  • The Age of Analytics Made More Important by COVID-19 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
  • Industry 4.0 Pushes Up the Effectiveness of 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
  • Sensors Remain a Critical Component of Predictive Maintenance
  • Data Communication Systems, the Backbone for Successful Predictive Maintenance
  • Here’s How 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
  • What Has Blockchain to Offer for Predictive Maintenance?
  • Predictive Maintenance for Medical Devices Grows in Popularity as Hospitals Focus on Enhancing Asset Efficiency
  • Focus on Smart Fleet Management Drives Adoption of Predictive Maintenance

4. GLOBAL MARKET PERSPECTIVE

TABLE 1: World Recent Past, Current & Future Analysis for Predictive Maintenance 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 2020 through 2027 and % CAGR
TABLE 2: World 7-Year Perspective for Predictive Maintenance by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2021 & 2027
TABLE 3: World Recent Past, Current & Future Analysis for Cloud 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 2020 through 2027 and % CAGR
TABLE 4: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 5: 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 2020 through 2027 and % CAGR
TABLE 6: 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 2021 & 2027
TABLE 7: World Recent Past, Current & Future Analysis for Solutions 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 2020 through 2027 and % CAGR
TABLE 8: World 7-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 9: 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 2020 through 2027 and % CAGR
TABLE 10: 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 2021 & 2027
TABLE 11: World Recent Past, Current & Future Analysis for Government & Defense 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 2020 through 2027 and % CAGR
TABLE 12: World 7-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 13: World Recent Past, Current & Future Analysis for Energy & Utilities 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 2020 through 2027 and % CAGR
TABLE 14: World 7-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 15: World Recent Past, Current & Future Analysis for Manufacturing 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 2020 through 2027 and % CAGR
TABLE 16: World 7-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 17: World Recent Past, Current & Future Analysis for Healthcare 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 2020 through 2027 and % CAGR
TABLE 18: World 7-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 19: World Recent Past, Current & Future Analysis for Transportation & Logistics 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 2020 through 2027 and % CAGR
TABLE 20: World 7-Year Perspective for Transportation & Logistics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027
TABLE 21: World Recent Past, Current & Future Analysis for Other Verticals 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 2020 through 2027 and % CAGR
TABLE 22: World 7-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2021 & 2027

III. MARKET ANALYSIS

UNITED STATES

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2022 (E)
TABLE 23: USA Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 24: USA 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 25: USA Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 26: USA 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 27: USA Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 28: USA 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

CANADA

TABLE 29: Canada Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 30: Canada 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 31: Canada Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 32: Canada 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 33: Canada Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 34: Canada 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

JAPAN

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2022 (E)
TABLE 35: Japan Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 36: Japan 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 37: Japan Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 38: Japan 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 39: Japan Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 40: Japan 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

CHINA

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2022 (E)
TABLE 41: China Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 42: China 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 43: China Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 44: China 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 45: China Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 46: China 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

EUROPE

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2022 (E)
TABLE 47: Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 48: Europe 7-Year Perspective for Predictive Maintenance by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2021 & 2027
TABLE 49: Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 50: Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 51: Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 52: Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 53: Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 54: Europe 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

FRANCE

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2022 (E)
TABLE 55: France Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 56: France 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 57: France Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 58: France 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 59: France Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 60: France 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

GERMANY

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2022 (E)
TABLE 61: Germany Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 62: Germany 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 63: Germany Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 64: Germany 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 65: Germany Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 66: Germany 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

ITALY

TABLE 67: Italy Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 68: Italy 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 69: Italy Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 70: Italy 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 71: Italy Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 72: Italy 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

UNITED KINGDOM

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2022 (E)
TABLE 73: UK Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 74: UK 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 75: UK Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 76: UK 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 77: UK Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 78: UK 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

REST OF EUROPE

TABLE 79: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 80: Rest of Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 81: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 82: Rest of Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 83: Rest of Europe Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 84: Rest of Europe 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

ASIA-PACIFIC

  • Predictive Maintenance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2022 (E)
TABLE 85: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 86: Asia-Pacific 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 87: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 88: Asia-Pacific 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 89: Asia-Pacific Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 90: Asia-Pacific 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

REST OF WORLD

TABLE 91: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 92: Rest of World 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2021 & 2027
TABLE 93: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 94: Rest of World 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2021 & 2027
TABLE 95: Rest of World Recent Past, Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 96: Rest of World 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2021 & 2027

IV. COMPETITION

  • Total Companies Profiled: 58
Note: Product cover images may vary from those shown

A selection of companies mentioned in this report includes:

  • ABB Limited
  • Asystom
  • Augury Inc.
  • C3.ai, Inc.
  • Emerson Electric Co.
  • GE Digital
  • Operational Excellence (OPEX) Group Ltd
  • PTC Inc.
  • Rapidminer
  • Robert Bosch GmbH
  • Rockwell Automation, Inc.
  • SAP SE
  • SAS Institute Inc.
  • Schneider Electric SE
  • Siemens AG
  • Sigma Industrial Precision
  • SparkCognition
  • T-Systems International GmbH
  • Thales Group
Note: Product cover images may vary from those shown