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製造業向け予知保全の世界市場

Predictive Maintenance for Manufacturing Industry

出版日: | 発行: Global Industry Analysts, Inc. | ページ情報: 英文 241 Pages | 納期: 即日から翌営業日

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製造業向け予知保全の世界市場
出版日: 2022年01月01日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 241 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

世界の製造業向け予知保全市場は、新型コロナウイルス感染症(COVID-19)のパンデミックと景気後退の影響を受けるものの、2019年から2025年まで23.7%のCAGRで成長を続ける見通しです。

当レポートは、世界の製造業向け予知保全市場を調査したもので、市場の概要、主要企業の動向、市場のトレンドと成長促進要因、各国市場の分析、競合情勢などの情報を提供しています。

目次

I. イントロダクション、調査方法、調査範囲

II.エグゼクティブサマリー

第1章 市場概要

  • Covid-19の影響と迫り来る世界の景気後退

第2章 主要企業の動向

第3章 市場のトレンドと成長促進要因

第4章 世界市場の展望

III.市場分析

  • 地域別市場分析
  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
    • フランス
    • ドイツ
    • イタリア
    • 英国
    • その他
  • アジア太平洋
  • その他の地域

IV.競合情勢

  • 企業プロファイル
目次
Product Code: MCP13738

Abstract:

Global Predictive Maintenance for Manufacturing Industry Market to Reach US$3.9 Billion by the Year 2026

Predictive maintenance is proactive and is designed to increase reliability of machine and decrease their downtime. As competition in the manufacturing industry intensifies and the challenges for successful survival increase in magnitude, companies are focusing on improving their financial performance by scrutinizing closely the manufacturing reliability of their operations. Effective asset performance management is this regard represents an absolute necessity. Also strengthening the emphasis on asset management is the legislation of stringent workplace safety regulations. Occupational safety norms create the need for routine inspection of the condition of plant and manufacturing assets. 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. Maintenance is getting a notable makeover due to ongoing digital transformation, with the use of advanced data capturing and analytics tools leading to emergence of predictive maintenance. End-to-end integration of PdM with the entire lifecycle of the industrial plant is a key trend in vogue to enable the creation of more efficient workflows, elicit higher productivity and ensure better correlation of data among various sources.

Amid the COVID-19 crisis, 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$3.9 Billion by 2026, growing at a CAGR of 21.4% over the analysis period. Software, one of the segments analyzed in the report, is projected to grow at a 19.6% CAGR to reach US$2.5 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 Services segment is readjusted to a revised 23.6% CAGR for the next 7-year period. This segment currently accounts for a 41.8% share of the global Predictive Maintenance for Manufacturing Industry market. Predictive maintenance software accesses the plant`s big data to gain additional insights about the operating environment in the plant and other extraneous factors that influence machine operation. Maintenance and repair services are vital for the proper functioning of enterprise assets while being key to the continuity and effectiveness of business operations. The proliferating deployment of sensing systems and advanced digital technologies such as IoT, AI and Big Data will spur the momentum for predictive maintenance.

The U.S. Market is Estimated at $409.6 Million in 2021, While China is Forecast to Reach $634.8 Million by 2026

The Predictive Maintenance for Manufacturing Industry market in the U.S. is estimated at US$409.6 Million in the year 2021. The country currently accounts for a 29.2% share in the global market. China, the world`s second largest economy, is forecast to reach an estimated market size of US$634.8 Million in the year 2026 trailing a CAGR of 26.4% through the analysis period. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 17.9% and 17.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 18.2% CAGR while Rest of European market (as defined in the study) will reach US$417.6 Million by the end of the analysis period.

Select Competitors (Total 115 Featured) -

  • eMaint Enterprises, LLC
  • General Electric Company
  • IBM Corporation
  • PTC, Inc.
  • Robert Bosch GmbH
  • Rockwell Automation, Inc.
  • SAS Institute, Inc.
  • Schneider Electric SA
  • Software AG

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?
    • EXHIBIT 1: 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?
    • EXHIBIT 2: 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
    • EXHIBIT 3: Vaccine Imbalances to Stretch the Pandemic Further into 2022: Global Percentage (%) of Population Administered With Vaccines by Region as of October 2021
    • EXHIBIT 4: 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
    • EXHIBIT 5: 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
    • EXHIBIT 6: 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 2019, 2020, 2021, and 2022
    • How the Manufacturing Industry Was Impacted by the Pandemic & What's the New Normal?
    • Pandemic Catalyzes Manufacturing Automation
    • EXHIBIT 7: 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
    • EXHIBIT 8: 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?
    • EXHIBIT 9: 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
    • EXHIBIT 10: 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
    • EXHIBIT 11: 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 2021, 2023, 2025 and 2027
    • Edge Computing Emerges to Enhance Performance of & Value Created by Predictive Maintenance
    • The Rise of Edge Computing: A Review
    • EXHIBIT 12: 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?
    • EXHIBIT 13: 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 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
    • 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 2021 & 2027
    • TABLE 3: World 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
    • 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 2021 & 2027
    • TABLE 5: 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
    • 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 2021 & 2027
    • TABLE 7: 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
    • 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 2021 & 2027
    • TABLE 9: World 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
    • 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 2021 & 2027
    • TABLE 11: World 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
    • 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 2021 & 2027
    • TABLE 13: World 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
    • 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 2021 & 2027
    • TABLE 15: World 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
    • 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 2021 & 2027

III. MARKET ANALYSIS

  • UNITED STATES
    • TABLE 17: USA 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
    • TABLE 18: 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
    • TABLE 19: USA 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
    • TABLE 20: 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
    • TABLE 21: USA 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
    • TABLE 22: 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
    • TABLE 23: Canada 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
    • TABLE 24: 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
    • TABLE 25: Canada 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
    • TABLE 26: 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
    • TABLE 27: Canada 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
    • TABLE 28: 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
    • TABLE 29: Japan 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
    • TABLE 30: 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
    • TABLE 31: Japan 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
    • TABLE 32: 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
    • TABLE 33: Japan 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
    • TABLE 34: 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
    • TABLE 35: China 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
    • TABLE 36: 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
    • TABLE 37: China 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
    • TABLE 38: 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
    • TABLE 39: China 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
    • TABLE 40: 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
    • TABLE 41: Europe 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
    • TABLE 42: 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
    • TABLE 43: Europe 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
    • TABLE 44: 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
    • TABLE 45: Europe 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
    • TABLE 46: 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
    • TABLE 47: Europe 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
    • TABLE 48: 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
    • TABLE 49: France 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
    • TABLE 50: 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
    • TABLE 51: France 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
    • TABLE 52: 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
    • TABLE 53: France 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
    • TABLE 54: 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
    • TABLE 55: Germany 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
    • TABLE 56: 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
    • TABLE 57: Germany 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
    • TABLE 58: 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
    • TABLE 59: Germany 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
    • TABLE 60: 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
    • TABLE 61: Italy 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
    • TABLE 62: 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
    • TABLE 63: Italy 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
    • TABLE 64: 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
    • TABLE 65: Italy 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
    • TABLE 66: 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
    • TABLE 67: UK 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
    • TABLE 68: 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
    • TABLE 69: UK 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
    • TABLE 70: 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
    • TABLE 71: UK 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
    • TABLE 72: 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
    • TABLE 73: Rest of Europe 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
    • TABLE 74: 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
    • TABLE 75: Rest of Europe 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
    • TABLE 76: 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
    • TABLE 77: Rest of Europe 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
    • TABLE 78: 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
    • TABLE 79: Asia-Pacific 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
    • TABLE 80: 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
    • TABLE 81: Asia-Pacific 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
    • TABLE 82: 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
    • TABLE 83: Asia-Pacific 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
    • TABLE 84: 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
    • TABLE 85: Rest of World 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
    • TABLE 86: 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
    • TABLE 87: Rest of World 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
    • TABLE 88: 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
    • TABLE 89: Rest of World 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
    • TABLE 90: 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

IV. COMPETITION

  • Total Companies Profiled: 115