Predictive Maintenance Market, by Component (Solution & Services), by Deployment (On-premise and Cloud), by Application (Asset Maintenance, Operations Maintenance, and Health & Performance Optimization), by End-use  Industry (Oil & Gas, Aerospace & Defense, Automotive, Power Generation, Hospitals/Clinics/Diagnostic Laboratories, Biotechnology/Pharmaceutical Manufacturers, Medical Device Manufacturers, and Shipping), and by Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Size, Share, Outlook, and Opportunity Analysis, 2018-2026

  • Published On : Mar 2019 |
  • Pages : 180 Pages |
  • Format : CMI Insight PPT Format CMI Insight PDF Format

Global Predictive Maintenance Market - Insights

Global predictive maintenance market is estimated to be valued at US$ 2,123.8 Mn in 2018, up from US$ 1,639.2 Mn in 2017. By 2026, the market is projected to reach US$ 17,700.8 Mn, exhibiting a CAGR of 30.3% over the forecast period (2018–2026). Increasing adoption of predictive maintenance in automotive aftermarket, growing industrial automation, increasing demand for periodic maintenance (for operations, assets, and production) are some major factors contributing in growth of the global predictive maintenance market.

On the basis of component, the global predictive maintenance market is segmented into solutions and services. On the basis of deployment, the market is segmented into on-premise and cloud. On the basis of application, the market is segmented into asset maintenance, operations maintenance, and health & performance optimization. On the basis of end-use industry, the market is segmented into oil & gas, aerospace & defense, automotive, power generation, hospitals/clinics/diagnostic laboratories, biotechnology/pharmaceutical manufacturers, medical device manufacturers, and shipping.

Manufacturing industries are in constant need for improving performance, reliability, and service management. Data acquisition, monitoring, and analytics aids in achieving better reliability and service management. Data-based predictive models help in boosting performance of manufacturing process and offers improved manufacturing quality. Therefore, such benefits of predictive maintenance increasing its adoption in manufacturing industries. For instance, in July 2019, BISTel, one of the leading supplier of equipment engineering solutions (EES) and adaptive intelligence (AI) applications for the smart manufacturing, announced a launch of its next-generation, AI powered equipment “Health Monitoring and Predictive Maintenance (HMP) Solution” for the smart manufacturing.

Automotive companies use predictive maintenance to collect and monitor real-time data. The collected real-time data is used for gaining insights of the vehicle and engine parts. For instance, in July 2018, Presenso, one of the provider of machine-learning-based solutions for predictive asset maintenance, announced a launch of its predictive maintenance solution which incorporates the latest advances in Automated Machine and Deep Learning technology (Auto-ML).

The solution segment held dominant position in the market in 2018

In component type, solution segment held dominant position in the market in 2018 and is expected to retain its dominance over the forecast period. Emerging economies such as India and China in Asia Pacific are expected to witness significant growth in the solution segment in the predictive maintenance market. This is owing to growing manufacturing sector and increasing industrial automation across various industry verticals in the region such as automotive and aerospace & defense. For instance, according to India Brand Equity Foundation (IBEF), 2018, the manufacturing sector in India witnessed a CAGR of 4.34% during FY12 and FY18 (as per the second advance estimates of annual national income published by the Government of India).

A basic predictive maintenance solution has a well-designed process model, which includes connected equipment, feature engineering, machine learning, implementation, and prediction. A smart maintenance predictive solution deals with capturing data and offers automated feature generation and optimized predictive model with real-time estimates and outcomes. Moreover, growth of smart predictive maintenance solutions segment is attributed to increasing number of connected assets throughout industrial applications. For instance, in April 2017, Huawei, one of the leading global information and communications technology (ICT) solutions provider and the GE Digital, one of the leading software company for the Industrial Internet, announced a launch of their Industrial Cloud-based Predictive Maintenance Solution in the industrial IoT field.

Figure. Global Predictive Maintenance Market, by Component, 2017 & 2026 (US$ Mn)

Predictive Maintenance  | Coherent Market Insights

Source: CMI, 2018

North America held dominant position in the predictive maintenance market in 2017

North America held dominant position in the market in 2017 and is expected to retain its dominance throughout the forecast period. This is owing to high presence of manufacturing companies and increasing demand for lean manufacturing across different industry verticals in the region. New startup companies deploy and adopt predictive maintenance to optimize the overall production process and make the operations cost-effective.

Figure. Global Predictive maintenance Market Share (%), by Region, 2017 & 2026

 Predictive Maintenance  | Coherent Market Insights

Source: CMI, 2018

The U.S. accounted for the largest share in North America and the global predictive maintenance market in 2018, and is projected to retain its dominance during the forecast period. This is owing to increasing investment by major companies to increase profitability and to achieve cost optimization.

In North America predictive maintenance market, the manufacturing segment held dominant position, followed by aerospace & defense, and energy & utilities sector in 2018. Key players operating in the North America predictive maintenance market include, Robert Bosch, General Electric, and Rockwell Automation.

Global Predictive Maintenance Market: Key Players

Major players operating in the global predictive maintenance industry include, Amiral Technologies, Embitel, General Electric, Honeywell International, Inc., IBM Corporation, Microsoft Corporation, Rockwell Automation, Inc., Senseye Ltd., Softweb Solutions, Inc., Warwick Analytics, SAP SE, Robert Bosch GmbH, Software AG,  and Siemens AG.

Predictive maintenance techniques are aimed to help users in determining the condition of in-service equipment to evaluate accurate time for maintenance. The adoption of predictive maintenance is mainly driven by cost-effective results achieved by their use. Predictive maintenance allows convenient scheduling of corrective maintenance, which prevents equipment failure.

Market Drivers: Benefits of Predictive Maintenance in Automotive Industry

Automation and predictive maintenance finds application in automotive industry. Implementation of predictive maintenance aids in production process and after sale maintenance. Several automobile companies are implementing predictive maintenance in post-sale maintenance to offer better and cost effective service to the customers. For examples, Nissan’s Predictive Forward Collision Warning feature, which analyses the speed and distance to the vehicle travelling ahead of the Nissan vehicle as well as that of the next preceding vehicle, by utilizing sensors.

An automobile contains large number of sensors that collect data about speed, emissions, fuel consumption, usage data for resources, security, and about car and engine parts. All the collected data can be utilized to find patterns and resolve quality issues either before time or prevent issues from arising. This reduces cost of quality management and increases customer satisfaction. Therefore, increasing industrial automation that includes data acquisition and processing is expected to boost growth of the market. 

Key features of the study:

  • This report provides in-depth analysis of predictive maintenance market size (US$ Mn), and compound annual growth rate (CAGR %) for the forecast period (2018– 2026), considering 2017 as the base year
  • It elucidates potential revenue opportunity across different segments and explains attractive investment proposition matrix for this market
  • This study also provides key insights about market drivers, restraints, opportunities, new product launches or approval, regional outlook, and competitive strategies adopted by key players
  • It profiles key players in the global predictive maintenance market based on the following parameters – company overview, financial performance, product portfolio, geographical presence, key developments, strategies, and future plans
  • Companies covered as part of this study include, Amiral Technologies, Embitel, General Electric, Honeywell International, Inc., IBM Corporation, Microsoft Corporation, Rockwell Automation, Inc., Senseye Ltd., Softweb Solutions, Inc., Warwick Analytics, SAP SE, Robert Bosch GmbH, Software AG, and Siemens AG
  • Insights from this report would allow marketers and the management authorities of the companies to make informed decision regarding their future product launches, product upgrades, market expansion, and marketing tactics
  • The global predictive maintenance market report caters to various stakeholders in this industry including investors, suppliers, manufacturers, distributors, new entrants, and financial analysts
  • Stakeholders would have ease in decision making through various strategy matrices used in analyzing the global predictive maintenance market

Detailed Segmentation:

  • Global Predictive Maintenance Market, By Component:
    • Solution
      • Smart Maintenance
      • Predictive Analytics
    • Services
      • System Integration
      • Maintenance & Support
      • Consulting Services
  • Global Predictive Maintenance Market, By Deployment:
    • Cloud
    • On-premise
  • Global Predictive Maintenance Market, By Application:
    • Asset Maintenance
    • Operation Maintenance
    • Health & Performance Maintenance
  • Global Predictive Maintenance Market, By End-use Industry:
    • Oil & Gas
      • Upstream
        • Asset Maintenance
        • Exploration Production & Drilling Optimization
      • Midstream
        • Transportation & Storage Optimization
      • Downstream
        • Demand & Trade Optimization
    • Manufacturing
    • Aerospace & Defense
    • Automotive
    • Power Generation
    • Hospitals, Clinics, & Diagnostic Laboratories
    • Biotechnology & Pharmaceutical Manufacturers
    • Others
  • Global Predictive Maintenance Market, By Region:
    • North America
      • By Component:
        • Solution
          • Smart Maintenance
          • Predictive Analytics
        • Services
          • System Integration
          • Maintenance & Support
          • Consulting Services
      • By Deployment:
        • Cloud
        • On-premise
      • By Application:
        • Asset Maintenance
        • Operation Maintenance
        • Health & Performance Maintenance
      • By End-use Industry:
        • Oil & Gas
        • Manufacturing
        • Aerospace & Defense
        • Automotive
        • Power Generation
        • Hospitals, Clinics, & Diagnostic Laboratories
        • Biotechnology & Pharmaceutical Manufacturers
        • Others
      • By Country:
        • U.S.
        • Canada
    • Europe
      • By Component:
        • Solution
          • Smart Maintenance
          • Predictive Analytics
        • Services
          • System Integration
          • Maintenance & Support
          • Consulting Services
      • By Deployment:
        • Cloud
        • On-premise
      • By Application:
        • Asset Maintenance
        • Operation Maintenance
        • Health & Performance Maintenance
      • By End-use Industry:
        • Oil & Gas
        • Manufacturing
        • Aerospace & Defense
        • Automotive
        • Power Generation
        • Hospitals, Clinics, & Diagnostic Laboratories
        • Biotechnology & Pharmaceutical Manufacturers
        • Others
      • By Country:
        • Germany
        • Italy
        • France
        • UK
        • Rest of Europe
    • Asia Pacific
      • By Component:
        • Solution
          • Smart Maintenance
          • Predictive Analytics
        • Services
          • System Integration
          • Maintenance & Support
          • Consulting Services
      • By Deployment:
        • Cloud
        • On-premise
      • By Application:
        • Asset Maintenance
        • Operation Maintenance
        • Health & Performance Maintenance
      • By End-use Industry:
        • Oil & Gas
        • Manufacturing
        • Aerospace & Defense
        • Automotive
        • Power Generation
        • Hospitals, Clinics, & Diagnostic Laboratories
        • Biotechnology & Pharmaceutical Manufacturers
        • Others
      • By Country:
        • China
        • India
        • Japan
        • Australia & New Zealand
        • Rest of Asia Pacific
    • Latin America
      • By Component:
        • Solution
          • Smart Maintenance
          • Predictive Analytics
        • Services
          • System Integration
          • Maintenance & Support
          • Consulting Services
      • By Deployment:
        • Cloud
        • On-premise
      • By Application:
        • Asset Maintenance
        • Operation Maintenance
        • Health & Performance Maintenance
      • By End-use Industry:
        • Oil & Gas
        • Manufacturing
        • Aerospace & Defense
        • Automotive
        • Power Generation
        • Hospitals, Clinics, & Diagnostic Laboratories
        • Biotechnology & Pharmaceutical Manufacturers
        • Others
      • By Country:
        • Brazil
        • Mexico
        • Argentina
        • Rest of Latin America
    • Middle East & Africa
      • By Component:
        • Solution
          • Smart Maintenance
          • Predictive Analytics
        • Services
          • System Integration
          • Maintenance & Support
          • Consulting Services
      • By Deployment:
        • Cloud
        • On-premise
      • By Application:
        • Asset Maintenance
        • Operation Maintenance
        • Health & Performance Maintenance
      • By End-use Industry:
        • Oil & Gas
        • Manufacturing
        • Aerospace & Defense
        • Automotive
        • Power Generation
        • Hospitals, Clinics, & Diagnostic Laboratories
        • Biotechnology & Pharmaceutical Manufacturers
        • Others
      • By Sub-Region:
        • GCC Country
        • South Africa
        • Rest of the Middle East & Africa
  • Company Profiles-
    • Amiral Technologies
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Embitel
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • General Electric
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Honeywell International, Inc.
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • IBM Corporation
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Microsoft Corporation
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Rockwell Automation, Inc.
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Senseye Ltd.
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Softweb Solutions, Inc.
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Warwick Analytics
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • SAP SE
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Robert Bosch GmbH
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Software AG
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence
    • Siemens AG
      • Company Highlights
      • Key Developments
      • Product Portfolio
      • Market Presence
      • Strategic Presence

Table of Contents

  1. Research Objectives and Assumptions
    • Research Objectives
    • Assumptions
    • Abbreviations
  2. Market Purview
    • Report Description
      • Market Definition and Scope
    • Executive Summary
      • Market Snippet, By Component
      • Market Snippet, By Deployment
      • Market Snippet, By Application
      • Market Snippet, By End-use Industry
      • Market Snippet, By Region
    • Coherent Opportunity Map (COM)
  3. Market Dynamics, Regulations, and Trends Analysis
    • Market Dynamics
      • Drivers
      • Restraints
      • Market Opportunities
    • Key Trends
    • Mergers & Acquisition Scenario
    • PEST Analysis
    • Assessment on Predictive Maintenance
      • Reactive Maintenance
      • Planned Maintenance
      • Proactive/Predictive Maintenance
  4. Global Predictive Maintenance Market, By Component, 2016-2026 (US$ Mn)
    • Introduction
    • Segment Trends
      • Solution
        • Introduction
        • Market Size and Forecast, 2016-2026 (US$ Mn)
        • Smart Maintenance
        • Predictive Analytics
      • Services
        • Introduction
        • Market Size and Forecast, 2016-2026 (US$ Mn)
        • System Integration
        • Maintenance & Support
        • Consulting Services
  5. Global Predictive Maintenance Market, By Deployment, 2016-2026  (US$ Mn)
    • Introduction
    • Segment Trends
      • Cloud
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • On-Premise
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
  6. Global Predictive Maintenance Market, By Application, 2016-2026  (US$ Mn)
    • Introduction
    • Segment Trends
      • Asset Maintenance
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Operation Maintenance
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Health & Performance Optimization
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
  7. Global Predictive Maintenance Market, By End-use Industry, 2016-2026  (US$ Mn)
    • Introduction
    • Segment Trends
      • Oil & Gas
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
        • Upstream
          • Asset Maintenance
          • Exploration Production & Drilling Optimization
        • Midstream
          • Transportation & Storage Optimization
        • Downstream
          • Demand & Trade Optimization
      • Manufacturing
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Aerospace & Defense
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Automotive
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Power Generation
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Hospitals, Clinics, & Diagnostic Laboratories
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Biotechnology & Pharmaceutical Manufacturers
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
      • Others
        • Introduction
        • Market Size and Forecast, 2018–2026, (US$ Mn)
  8. Global Predictive Maintenance Market, By Region, 2016-2026 (US$ Mn)
    • Introduction
    • Market Share Analysis, By Region, 2017 and 2026 (%)
    • North America
      • Introduction
      • Regional Trends
      • Market Size and Forecast, By Component, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Deployment, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Application, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By End-use Industry, 2018–2026 (US$ Mn)
      • Market Share Analysis, By Country, 2017–2026 (%)
        • U.S.
        • Canada
    • Europe
      • Introduction
      • Regional Trends
      • Market Size and Forecast, By Component, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Deployment, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Application, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By End-use Industry, 2018–2026 (US$ Mn)
      • Market Share Analysis, By Country, 2017 and 2026 (%)
        • Germany
        • Italy
        • France
        • UK
        • Rest of Europe
    • Asia Pacific
      • Introduction
      • Regional Trends
      • Market Size and Forecast, By Component, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Deployment, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Application, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By End-use Industry, 2018–2026 (US$ Mn)
      • Market Share Analysis, By Country, 2017 and 2026 (%)
        • China
        • Japan
        • India
        • Australia & New Zealand
        • Rest of Asia Pacific
    • Latin America
      • Introduction
      • Regional Trends
      • Market Size and Forecast, By Component, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Deployment, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Application, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By End-use Industry, 2018–2026 (US$ Mn)
      • Market Share Analysis, By Country, 2017 and 2026 (%)
        • Brazil
        • Mexico
        • Argentina
        • Rest of Latin America
    • Middle East & Africa
      • Introduction
      • Regional Trends
      • Market Size and Forecast, By Component, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Deployment, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By Application, 2018–2026 (US$ Mn)
      • Market Size and Forecast, By End-use Industry, 2018–2026 (US$ Mn)
      • Market Share Analysis, By Sub-Region, 2017 and 2026 (%)
        • GCC Countries
        • South Africa
        • Rest of the Middle East & Africa
  9. Competitive Landscape
    • Company Profiles
      • Amiral Technologies
        • Company Overview
        • Product Portfolio
        • Financial Performance
        • Key Strategies
        • Recent Developments/Updates
      • Embitel
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • General Electric
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Honeywell International, Inc.
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • IBM Corporation
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Microsoft Corporation
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Rockwell Automation
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Senseye Ltd
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Softweb Solutions, Inc.
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Warwick Analytics
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • SAP SE
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Robert Bosch GmbH
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Software AG
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
      • Siemens AG
        • Company Highlights
        • Key Developments
        • Product Portfolio
        • Market Presence
        • Strategic Presence
  10. Section
    • References
    • Research Methodology
    • About us and Sales Contact

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