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DATE
JUL 2020
TABLES
96
PAGES
443
EDITION
8
PRICE
USD $4950
HIGHLIGHTS
IoT brings whole new value to predictive analytics in ways hitherto unimagined by making data more readily available and accessible. An efficient IIoT predictive maintenance architecture involves identifying key variables which determine the health of equipment i.e. temperature, voltage, discharge, lubricating oil viscosity. Condition monitoring sensors are then added to the equipment to gather continuous data pertinent to the parameters identified and relay the same via internet to the cloud server. Sensor data passing onto the cloud need to filtered and reprocessed by physical devices called "field gateways". Once filtered and reprocessed, a cloud gateway validates the data for security threats and then provides access to the cloud where the data is pushed to a streaming data processor which accelerates the data’s journey to the storage component called the "data lake". From the data lake, the sensor data in its raw unstructured form then moves to the "big data warehouse", where the data is cleaned, cleansed and prepared for analysis by machine learning (ML) algorithms. ML algorithms then process the data to uncover hidden correlations in data sets to discover data patterns and anomalies. Predictive models are then built and with AI are trained to predict problems and failure with exploratory analytics that uses various technical assumptions to make a prediction. The United States and Europe represent large markets worldwide with a combined share of 58.4% of the market. China ranks as the fastest growing market with a CAGR of 31.5% over the analysis period supported by the country’s powerful economic planning aimed at enhancing its manufacturing competitiveness as it seeks to integrate into the global manufacturing chain dominated by industrialized economies such as EU, Germany and the United States and move from being a low cost competitor to a direct added-value competitor. At the top of the priority list for China is the migration from a low value added export oriented manufacturing platform to a global industrial power.
SELECT PLAYERS
Bosch Software Innovations GmbH; C3 Iot; Dell Technologies; Fluke Corporation; General Electric Company; Hitachi Ltd.; Honeywell International, Inc.; IBM Corporation; PTC, Inc.; Rapidminer, Inc.; Rockwell Automation, Inc.; SAP SE; SAS Institute, Inc.; Schneider Electric SA; Senseye Ltd; SKF Group; Software AG; Softweb Solutions, Inc.; T-Systems International GmbH; Warwick Analytics
SEGMENTS
» Component (Solutions, Services) » Deployment (Cloud, On-Premise) » Vertical (Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics, Other Verticals)
GEOGRAPHIES
» World » United States » Canada » Japan » China » Europe » France » Germany » Italy » United Kingdom » and Rest of Europe » Asia-Pacific » Rest of World
TABLE OF CONTENTS
I. METHODOLOGY |
II. EXECUTIVE SUMMARY |
1. MARKET OVERVIEW |
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 2020 |
Year 2020 Has Been a Year of Astounding Disruption & Unbelievable Transformation |
Table: COVID-19 Leaves the World in Shambles & Industries and Markets Upended: World Economic Growth Projections (Real GDP, Annual % Change) for 2019 to 2022 |
Table: 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? |
Table: 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 |
Table: 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? |
Table: Global Machine Tools Market Reset & Trajectory - Growth Outlook (In %) For Years 2019 Through 2025 |
Manufacturing Automation |
Table: 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 |
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 |
Industry 4.0 Pushes Up the Effectiveness of 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 |
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 |
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 |
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 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
World 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 |
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 2020 & 2027 |
III. MARKET ANALYSIS |
UNITED STATES |
USA 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 |
USA 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
USA 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 |
USA 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
USA 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 |
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 2020 & 2027 |
CANADA |
Canada 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 |
Canada 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Canada 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 |
Canada 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Canada 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 |
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 2020 & 2027 |
JAPAN |
Japan 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 |
Japan 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Japan 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 |
Japan 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Japan 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 |
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 2020 & 2027 |
CHINA |
China 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 |
China 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
China 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 |
China 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
China 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 |
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 2020 & 2027 |
EUROPE |
Europe 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 |
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 2020 & 2027 |
Europe 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 |
Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Europe 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 |
Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Europe 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 |
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 2020 & 2027 |
FRANCE |
France 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 |
France 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
France 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 |
France 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
France 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 |
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 2020 & 2027 |
GERMANY |
Germany 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 |
Germany 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Germany 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 |
Germany 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Germany 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 |
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 2020 & 2027 |
ITALY |
Italy 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 |
Italy 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Italy 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 |
Italy 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Italy 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 |
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 2020 & 2027 |
UNITED KINGDOM |
UK 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 |
UK 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
UK 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 |
UK 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
UK 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 |
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 2020 & 2027 |
REST OF EUROPE |
Rest of Europe 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 |
Rest of Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Rest of Europe 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 |
Rest of Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Rest of Europe 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 |
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 2020 & 2027 |
ASIA-PACIFIC |
Asia-Pacific 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 |
Asia-Pacific 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Asia-Pacific 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 |
Asia-Pacific 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Asia-Pacific 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 |
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 2020 & 2027 |
REST OF WORLD |
Rest of World 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 |
Rest of World 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027 |
Rest of World 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 |
Rest of World 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027 |
Rest of World 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 |
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 2020 & 2027 |
IV. COMPETITION |
Total Companies Profiled: 58 |
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