Predictive Maintenance for Manufacturing Industry

World Market Report

MCP13738

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DATE

OCT 2022

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90

PAGES

482

EDITION

9

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USD 5450

CODE

MCP13738


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HIGHLIGHTS & REPORT INDEX

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Global Predictive Maintenance for Manufacturing Industry Market to Reach $4.7 Billion by 2027
In the changed post COVID-19 business landscape, the global market for Predictive Maintenance for Manufacturing Industry estimated at US$1.2 Billion in the year 2020, is projected to reach a revised size of US$4.7 Billion by 2027, growing at aCAGR of 21.4% over the period 2020-2027. Software, one of the segments analyzed in the report, is projected to record 19.6% CAGR and reach US$2.5 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Services segment is readjusted to a revised 23.6% CAGR for the next 7-year period.

The U.S. Market is Estimated at $358.2 Million, While China is Forecast to Grow at 26.4% CAGR
The Predictive Maintenance for Manufacturing Industry market in the U.S. is estimated at US$358.2 Million in the year 2020. China, the world`s second largest economy, is forecast to reach a projected market size of US$787.3 Million by the year 2027 trailing a CAGR of 26.4% over the analysis period 2020 to 2027. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 17.9% and 17.5% respectively over the 2020-2027 period. Within Europe, Germany is forecast to grow at approximately 18.2% CAGR.

SELECT PLAYERS

Accenture Plc; Cisco Systems, Inc.; eMaint Enterprises; General Electric Company; Hitachi, Ltd.; Honeywell International Inc.; International Business Machines Corporation; Microsoft Corporation; Mitsubishi Electric Corporation; Oracle Corporation; PTC, Inc; Robert Bosch GmbH; Rockwell Automation, Inc.; SAP SE; SAS Institute Inc.; Schneider Electric SE; Siemens AG; Software AG

SEGMENTS

» Component (Software, Services) » Deployment (On-Premise, Cloud-Based) » Technology (Machine Learning, Deep Learning, Big Data & Analytics)

GEOGRAPHIES

» World » USA » Canada » Japan » China » Europe » France » Germany » Italy » UK » Rest of Europe » Asia-Pacific » Rest of World

TABLE OF CONTENTS

1. MARKET OVERVIEW
Predictive Maintenance for Manufacturing Industry – 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?
Table: 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
The Race Between the Virus & Vaccines Intensifies. Amidst this Chaotic Battle, Where is the World Economy Heading in 2021 & Beyond?
These are Times When Questions Abound & Answers Are Few
So How Fast Or Slow Are We Moving?
Table: How & When Will the World Be Vaccinated? Global Number of Annual COVID-19 Vaccine Doses (In Million) for Years 2020 through 2025 by Geographic Region/Country
Split Scenarios Unfold: The Great Vaccine Divide Emerges
Table: Vaccine Imbalances to Stretch the Pandemic Further into 2022: Global Percentage (%) of Population Administered With Vaccines by Region as of October 2021
Table: Time is of Essence! What We Know So Far – “Vaccine Efficiency Against New Strains is Decreasing”
Progress on Vaccinations, Why Should Businesses Care?
With IMF’s Upward Revision of Global GDP Forecasts for 2021, Most Companies Are Bullish About an Economic Comeback Despite a Continuing Pandemic
Table: A Strong Yet Exceedingly Patchy & Uncertain Recovery Shaped by New Variants Comes Into Play: World Economic Growth Projections (Real GDP, Annual % Change) for 2020 through 2022
Table: Easing Unemployment Levels in 2021 Although Moderate Will Infuse Hope for Industries Reliant on Consumer Discretionary Incomes: Global Number of Unemployed People (In Million) for Years 2017, 2019, 2020, and 2022
How the Manufacturing Industry Was Impacted by the Pandemic & What’s the New Normal?
Pandemic Catalyzes Manufacturing Automation
Table: After Biting the Dust in the Year 2020, the Manufacturing Industry Makes a Gradual Comeback to Normalcy: Global Manufacturing PMI Index Points for the Years 2018, 2019, 2020 and 2021 (By Quarter)
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 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
Table: 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 from the 2020 Slump Bodes Well for Medium to Long-Term Growth of the Predictive Maintenance Market
Importance of Industrial Digitization in Post Covid World to Spur Transition from Preventive to Predictive Maintenance
Industry 4.0 Pushes Up the Effectiveness of Predictive Maintenance
What Does IIoT Mean for Predictive Maintenance?
Table: 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
Table: 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
Table: 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
Table: 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?
Table: 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
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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
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
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
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
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
UNITED STATES
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2022 (E)
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 2020 through 2027 and % CAGR
USA 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
CANADA
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 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
JAPAN
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2022 (E)
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 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
CHINA
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2022 (E)
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 2020 through 2027 and % CAGR
China 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
EUROPE
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2022 (E)
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
FRANCE
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2022 (E)
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 2020 through 2027 and % CAGR
France 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
GERMANY
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2022 (E)
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 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
ITALY
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 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
UNITED KINGDOM
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2022 (E)
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 2020 through 2027 and % CAGR
UK 7-Year Perspective for Predictive Maintenance for Manufacturing Industry by Component - Percentage Breakdown of Value Revenues for Software and Services for the Years 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
REST OF EUROPE
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
ASIA-PACIFIC
Predictive Maintenance for Manufacturing Industry Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2022 (E)
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
REST OF WORLD
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027
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 2020 through 2027 and % CAGR
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 2021 & 2027

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