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Automotive Predictive Maintenance Market
Predictive maintenance has significant application in Industry 4.0, which places a premium on proactive maintenance to ensure uninterrupted processes. Predictive maintenance cannot exist without continuous monitoring of machines in normal conditions to ensure their optimal use. It has also impacted the automotive industry, where automotive predictive maintenance finds application in engine performance, exhaust systems, transmission function, and structural stability. The use of automotive predictive maintenance is particularly significant to optimize engine performance, as it monitors and predicts ambient conditions, fuel consumption, and other factors for ideal performance.
Engine performance, as an application, accounts for the most significant share of the overall automotive predictive maintenance market ~US$ 136 Mn by revenue in 2018. It is expected to expand 10X over the forecast period to hit the ~US $ 1.3 Bn mark in 2027, making it the fastest-growing segment in the global automotive predictive maintenance market.
Also growing rapidly is the application of automotive predictive maintenance in transmission function, which is anticipated to reach ~US$ 670 Mn by the end of 2027.
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The benefits of automotive predictive maintenance include ideal maintenance time and improvement of machine performance, and as a process, can be made more efficient by networking and connecting vehicles. Automotive predictive maintenance depends on large amounts of data that is collected by sensors placed in vehicles, which has to be analyzed and processed using intelligent algorithms, for the system to work. Players in this market are incorporating big data environments to increase the reliability of the results, and Internet of Things (IoT) for the resultant diagnostic data to be transmitted to service centers and manufacturers, improving the efficiency of the product.
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It goes one step further in vehicles, where automotive predictive maintenance opens up avenues into preventive maintenance as well.
Fleet companies that generally depend upon vehicles for daily operations rely heavily on smooth operations without unscheduled downtime that can impact their bottom line. Players in the automotive predictive maintenance market are focusing on catering to these end-users to build technology that keeps fleets running smoothly. Automotive predictive maintenance offers fleet companies the benefit of more control over the operations of their fleets, scheduling, and inventory, thereby lowering overall costs. As a technology to improve efficiency, fleet owners are increasingly incorporating Big Data and IoT-based solutions to maintain operational efficiency. The fleet owners segment, which accounted for ~10% of the total market share by revenue in 2018, is expected to expand at a value CAGR of ~29% during the forecast period.
The automotive predictive maintenance market in Europe was estimated at ~US$ 76 Mn in 2018, and is expected to expand at an impressive ~29% value CAGR over the forecast period. This can be attributed to the region being a quick adopter of pollution control measures, which has impacted the way exhaust systems in vehicles are maintained. The application of automotive predictive maintenance in exhaust systems is considered a key factor in the emergence of Europe as a lucrative regional market in the global landscape.
However, growing at a whopping value CAGR of ~30%, APAC is quickly emerging with a plethora of opportunity offerings for players in the automotive predictive maintenance market. This impressive growth can be attributed to the presence of many manufacturers from the automotive industry. To cater to them, there has been a rise in research & development activities by automotive predictive maintenance market players to provide complete solutions for automotive predictive maintenance. In 2018, APAC accounted for less than one-fifth of the total market share by revenue, and is expected to hold ~25% of the share by 2027.
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Analysts’ Overview
According to analysts at Transparency Market Research, the global automotive predictive maintenance market is set to expand at a striking CAGR of ~28% over the forecast period from 2019 to 2027. This impressive growth can be attributed to the increasing demand for embedded computer systems and technology as a cost-saving solution for better fleet-operational reliability, globally. Players in the automotive predictive maintenance market focusing on solutions that not just improve existing predictive maintenance systems but also pave the path for preventive maintenance are likely to maximize profits during the forecast period.
With the pervasive influence of technology also reaching the automotive predictive maintenance market, stakeholders incorporating Big Data and IoT for data-driven solutions are set to benefit the most in the foreseeable future.
Other major players operating in the global automotive predictive maintenance market and profiled in the report include
Companies are adopting analytics as well as automation to minimize their operational cost. This is helping them gain a competitive advantage in the automotive predictive maintenance market, apart from maintaining their position in the market.
Segmentation of Automotive Predictive Maintenance Market
TMR’s study on the automotive predictive maintenance market includes information bifurcated into four sections - by component, by application, by end user, and by region. Changing industry trends and other crucial market dynamics associated with these sections of the automotive predictive maintenance market are discussed in detail.
|
Component |
Software
Services
|
|
Application |
Engine Performance Exhaust Systems Transmission Function Structural Stability |
|
End User |
Individuals Manufacturers (OEMs) Insurance Providers Dealers & Service Partners Fleet Owners |
|
Region |
North America
Europe
Asia Pacific
Middle East & Africa
South America
|
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1. Preface
1.1. Market Scope
1.2. Market Segmentation
1.3. Key Research Objectives
1.4. Research Highlights
2. Assumptions and Research Methodology
2.1. Market Taxonomy - Segment Definitions
2.2. Research Methodology
2.2.1. List of Primary and Secondary Sources
2.3. Key Assumptions for Data Modelling
3. Executive Summary: Global Automotive Predictive Maintenance Market
4. Market Overview
4.1. Introduction
4.2. Global Market – Macro Economic Factors Overview
4.2.1. World GDP Indicator – For Top Economies
4.2.2. Global ICT Spending (US$ Mn), 2013, 2019, 2023 and 2027
4.3. Technology/ Product Roadmap
4.4. Market Factor Analysis
4.4.1. Porter’s Five Forces Analysis
4.4.2. Value Chain Analysis
4.4.2.1. Inbound & Outbound Logistics
4.4.2.2. Marketing & Sales
4.4.3. PESTEL Analysis
4.4.4. Market Dynamics (Growth Influencers)
4.4.4.1. Drivers
4.4.4.2. Restraints
4.4.4.3. Opportunities
4.4.4.4. Impact Analysis of Drivers and Restraints
4.5. Global Automotive Predictive Maintenance Market Analysis and Forecast, 2016 - 2027
4.5.1. Market Revenue Analysis (US$ Mn)
4.5.1.1. Historic Growth Trends, 2016-2018
4.5.1.2. Forecast Trends, 2019-2027
4.5.2. Pricing Model Adoption Analysis/ Price Trend Analysis
4.6. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East and Africa/ South America)
4.6.1. By Country/ Region
4.6.2. By Component
4.6.3. By Application
4.6.4. By End-user
4.7. Competitive Scenario and Trends
4.7.1. Automotive Predictive Maintenance Market Concentration Rate
4.7.1.1. List of Emerging, Prominent and Leading Players
4.7.2. Mergers & Acquisitions, Expansions
4.7.3. Product Mapping of Automotive Predictive Maintenance, by Leading Players
4.8. Market Outlook
5. Global Automotive Predictive Maintenance Market Analysis and Forecast, by Component
5.1. Overview and Definitions
5.2. Key Segment Analysis
5.3. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
5.3.1. Software
5.3.1.1. Standalone
5.3.1.2. Web-based
5.3.2. Services
5.3.2.1. Professional
5.3.2.2. Managed
6. Global Automotive Predictive Maintenance Market Analysis and Forecast, by Application
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
6.3.1. Engine Performance
6.3.2. Exhaust System
6.3.3. Transmission Function
6.3.4. Structural Stability (Acoustic, Vibration)
7. Global Automotive Predictive Maintenance Market Analysis and Forecast, by End-user
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
7.3.1. Individual
7.3.2. Manufacturers (OEMs)
7.3.3. Insurance Provider
7.3.4. Dealers & Service Partners
7.3.5. Fleet Owners
8. Global Automotive Predictive Maintenance Market Analysis and Forecast, by Region
8.1. Key Findings
8.2. Emerging Markets/Countries
8.3. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Region, 2017 - 2027
8.3.1. North America
8.3.2. Europe
8.3.2.1. Western Europe
8.3.2.2. Eastern Europe
8.3.3. Asia Pacific
8.3.4. Middle East & Africa
8.3.5. South America
9. North America Automotive Predictive Maintenance Market Analysis and Forecast
9.1. Regional Outlook
9.2. Key Findings
9.3. Impact Analysis of Drivers and Restraints
9.4. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
9.4.1. Software
9.4.1.1. Standalone
9.4.1.2. Web-based
9.4.2. Services
9.4.2.1. Professional
9.4.2.2. Managed
9.5. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
9.5.1. Engine Performance
9.5.2. Exhaust System
9.5.3. Transmission Function
9.5.4. Structural Stability (Acoustic, Vibration)
9.6. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
9.6.1. Individual
9.6.2. Manufacturers (OEMs)
9.6.3. Insurance Provider
9.6.4. Dealers & Service Partners
9.6.5. Fleet Owners
9.7. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Country, 2017 - 2027
9.7.1. U.S.
9.7.2. Canada
9.7.3. Mexico
10. Europe Automotive Predictive Maintenance Market Analysis and Forecast
10.1. Regional Outlook
10.2. Key Findings
10.3. Impact Analysis of Drivers and Restraints
10.4. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
10.4.1. Software
10.4.1.1. Standalone
10.4.1.2. Web-based
10.4.2. Services
10.4.2.1. Professional
10.4.2.2. Managed
10.5. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
10.5.1. Engine Performance
10.5.2. Exhaust System
10.5.3. Transmission Function
10.5.4. Structural Stability (Acoustic, Vibration)
10.6. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
10.6.1. Individual
10.6.2. Manufacturers (OEMs)
10.6.3. Insurance Provider
10.6.4. Dealers & Service Partners
10.6.5. Fleet Owners
10.7. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Country/Sub-region, 2017 - 2027
10.7.1. Germany
10.7.2. U.K.
10.7.3. France
10.7.4. Russia
10.7.5. Spain
10.7.6. Rest of Europe
11. Asia Pacific Automotive Predictive Maintenance Market Analysis and Forecast
11.1. Regional Outlook
11.2. Key Findings
11.3. Impact Analysis of Drivers and Restraints
11.4. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
11.4.1. Software
11.4.1.1. Standalone
11.4.1.2. Web-based
11.4.2. Services
11.4.2.1. Professional
11.4.2.2. Managed
11.5. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
11.5.1. Engine Performance
11.5.2. Exhaust System
11.5.3. Transmission Function
11.5.4. Structural Stability (Acoustic, Vibration)
11.6. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
11.6.1. Individual
11.6.2. Manufacturers (OEMs)
11.6.3. Insurance Provider
11.6.4. Dealers & Service Partners
11.6.5. Fleet Owners
11.7. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Country/Sub-region, 2017 - 2027
11.7.1. China
11.7.2. India
11.7.3. Japan
11.7.4. Australia
11.7.5. Rest of Asia Pacific
12. Middle East & Africa (MEA) Automotive Predictive Maintenance Market Analysis and Forecast
12.1. Regional Outlook
12.2. Key Findings
12.3. Impact Analysis of Drivers and Restraints
12.4. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
12.4.1. Software
12.4.1.1. Standalone
12.4.1.2. Web-based
12.4.2. Services
12.4.2.1. Professional
12.4.2.2. Managed
12.5. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
12.5.1. Engine Performance
12.5.2. Exhaust System
12.5.3. Transmission Function
12.5.4. Structural Stability (Acoustic, Vibration)
12.6. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
12.6.1. Individual
12.6.2. Manufacturers (OEMs)
12.6.3. Insurance Provider
12.6.4. Dealers & Service Partners
12.6.5. Fleet Owners
12.7. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Country/Sub-region, 2017 - 2027
12.7.1. United Arab Emirates (U.A.E.)
12.7.2. South Africa
12.7.3. Rest of MEA
13. South America Automotive Predictive Maintenance Market Analysis and Forecast
13.1. Regional Outlook
13.2. Key Findings
13.3. Impact Analysis of Drivers and Restraints
13.4. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017 - 2027
13.4.1. Software
13.4.1.1. Standalone
13.4.1.2. Web-based
13.4.2. Services
13.4.2.1. Professional
13.4.2.2. Managed
13.5. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017 - 2027
13.5.1. Engine Performance
13.5.2. Exhaust System
13.5.3. Transmission Function
13.5.4. Structural Stability (Acoustic, Vibration)
13.6. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017 - 2027
13.6.1. Individual
13.6.2. Manufacturers (OEMs)
13.6.3. Insurance Provider
13.6.4. Dealers & Service Partners
13.6.5. Fleet Owners
13.7. Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Country/Sub-region, 2017 - 2027
13.7.1. Brazil
13.7.2. Rest of South America
14. Competition Landscape
14.1. Market Competition Matrix, by Leading Players
14.2. Market Revenue Share Analysis (%), by Leading Players (2018)
15. Company Profiles
15.1. Delphi Technologies
15.1.1. Business Overview
15.1.2. Geographical Presence
15.1.3. Financial Information
15.1.4. Key Strategy
15.2. Siemens AG
15.2.1. Business Overview
15.2.2. Geographical Presence
15.2.3. Financial Information
15.2.4. Key Strategy
15.3. HARMAN International
15.3.1. Business Overview
15.3.2. Geographical Presence
15.3.3. Financial Information
15.3.4. Key Strategy
15.4. IBM Corporation
15.4.1. Business Overview
15.4.2. Geographical Presence
15.4.3. Financial Information
15.4.4. Key Strategy
15.5. IMS
15.5.1. Business Overview
15.5.2. Geographical Presence
15.5.3. Financial Information
15.5.4. Key Strategy
15.5.5. Microsoft Business Overview
15.5.6. Geographical Presence
15.5.7. Financial Information
15.5.8. Key Strategy
15.6. Robert Bosch GmbH
15.6.1. Business Overview
15.6.2. Geographical Presence
15.6.3. Financial Information
15.6.4. Key Strategy
15.7. Rockwell Automation, Inc.
15.7.1. Business Overview
15.7.2. Geographical Presence
15.7.3. Financial Information
15.7.4. Key Strategy
15.8. SAP SE
15.8.1. Business Overview
15.8.2. Geographical Presence
15.8.3. Financial Information
15.8.4. Key Strategy
15.9. Teletrac Navman US Ltd
15.9.1. Business Overview
15.9.2. Geographical Presence
15.9.3. Financial Information
15.9.4. Key Strategy
16. Key Takeaways
List of Tables
Table 1: List of Emerging, Prominent, and Leading Players in the Market
Table 2: List of Key Recent Development in the Automotive Predictive Maintenance Market
Table 3: Global Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 4: Global Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 5: Global Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 6: Global Automotive Predictive Maintenance Market Size (US$ Mn), by Region, 2017–2027
Table 7: North America Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 8: North America Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 9: North America Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 10: North America Automotive Predictive Maintenance Market Size (US$ Mn), by Country, 2017–2027
Table 11: Europe Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 12: Europe Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 13: Europe Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 14: Europe Automotive Predictive Maintenance Market Size (US$ Mn), by Country, 2017–2027
Table 15: Asia Pacific Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 16: Asia Pacific Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 17: Asia Pacific Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 18: Asia Pacific Automotive Predictive Maintenance Market Size (US$ Mn), by Country, 2017–2027
Table 19: Middle East & Africa Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 20: Middle East & Africa Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 21: Middle East & Africa Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 22: Middle East & Africa Automotive Predictive Maintenance Market Size (US$ Mn), by Country, 2017–2027
Table 23: South America Automotive Predictive Maintenance Market Size (US$ Mn), by Component, 2017–2027
Table 24: South America Automotive Predictive Maintenance Market Size (US$ Mn), by Application, 2017–2027
Table 25: South America Automotive Predictive Maintenance Market Size (US$ Mn), by End-user, 2017–2027
Table 26: South America Automotive Predictive Maintenance Market Size (US$ Mn), by Country, 2017–2027
List of Figures
Figure 1: Global Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, 2017–2027
Figure 2: Global Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Component, 2017–2027
Figure 3: Global Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by Application, 2017–2027
Figure 4: Global Automotive Predictive Maintenance Market Size (US$ Mn) Forecast, by End-user, 2017–2027
Figure 5: Global Automotive Predictive Maintenance Market, Regional Outline
Figure 6: GDP (US$ Bn), Top Countries (2014 – 2019)
Figure 7: Top Economies GDP Landscape, 2018
Figure 8: Global ICT Spending
Figure 9: Global ICT Spending (%), by Region, 2019
Figure 10: Global ICT Spending (US$ Bn), Regional Contribution, 2019
Figure 11: Global ICT Spending (US$ Bn), Spending Type Contribution, 2019
Figure 12: Global ICT Spending (%), by Type, 2019
Figure 13: Global Automotive Predictive Maintenance Market Size (US$ Mn), 2016 - 2027
Figure 14: Global Automotive Predictive Maintenance Market Y-o-Y Growth (Value %), 2016 - 2027
Figure 15: Global Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 16: Global Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 17: Global Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 18: Global Automotive Predictive Maintenance Market Opportunity Assessment, by Region (2019)
Figure 19: North America Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 20: North America Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 21: North America Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 22: North America Automotive Predictive Maintenance Market Opportunity Assessment, by Country (2019)
Figure 23: Europe Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 24: Europe Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 25: Europe Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 26: Europe Automotive Predictive Maintenance Market Opportunity Assessment, by Country (2019)
Figure 27: Asia Pacific Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 28: Asia Pacific Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 29: Asia Pacific Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 30: Asia Pacific Automotive Predictive Maintenance Market Opportunity Assessment, by Country (2019)
Figure 31: Middle East & Africa Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 32: Middle East & Africa Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 33: Middle East & Africa Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 34: Middle East & Africa Automotive Predictive Maintenance Market Opportunity Assessment, by Country (2019)
Figure 35: South America Automotive Predictive Maintenance Market Opportunity Assessment, by Component (2019)
Figure 36: South America Automotive Predictive Maintenance Market Opportunity Assessment, by Application (2019)
Figure 37: South America Automotive Predictive Maintenance Market Opportunity Assessment, by End-user (2019)
Figure 38: South America Automotive Predictive Maintenance Market Opportunity Assessment, by Country (2019)
Figure 39: Global Automotive Predictive Maintenance Market, Component, CAGR (%) (2019 – 2027)
Figure 40: Global Automotive Predictive Maintenance Market, Application CAGR (%) (2019 – 2027)
Figure 41: Global Automotive Predictive Maintenance Market, End-user CAGR (%) (2019 – 2027)
Figure 42: Global Automotive Predictive Maintenance Market, Region CAGR (%) (2019 – 2027)
Figure 43: Global Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 44: Global Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 45: Global Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 46: Global Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 47: Global Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 48: Global Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 49: Global Automotive Predictive Maintenance Market Share Analysis, by Region (2019)
Figure 50: Global Automotive Predictive Maintenance Market Share Analysis, by Region (2027)
Figure 51: North America Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 52: North America Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 53: North America Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 54: North America Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 55: North America Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 56: North America Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 57: North America Automotive Predictive Maintenance Market Share Analysis, by Country (2019)
Figure 58: North America Automotive Predictive Maintenance Market Share Analysis, by Country (2027)
Figure 59: Europe Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 60: Europe Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 61: Europe Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 62: Europe Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 63: Europe Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 64: Europe Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 65: Europe Automotive Predictive Maintenance Market Share Analysis, by Country (2019)
Figure 66: Europe Automotive Predictive Maintenance Market Share Analysis, by Country (2027)
Figure 67: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 68: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 69: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 70: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 71: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 72: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 73: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Country (2019)
Figure 74: Asia Pacific Automotive Predictive Maintenance Market Share Analysis, by Country (2027)
Figure 75: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 76: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 77: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 78: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 79: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 80: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 81: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Country (2019)
Figure 82: Middle East & Africa Automotive Predictive Maintenance Market Share Analysis, by Country (2027)
Figure 83: South America Automotive Predictive Maintenance Market Share Analysis, by Component (2019)
Figure 84: South America Automotive Predictive Maintenance Market Share Analysis, by Component (2027)
Figure 85: South America Automotive Predictive Maintenance Market Share Analysis, by Application (2019)
Figure 86: South America Automotive Predictive Maintenance Market Share Analysis, by Application (2027)
Figure 87: South America Automotive Predictive Maintenance Market Share Analysis, by End-user (2019)
Figure 88: South America Automotive Predictive Maintenance Market Share Analysis, by End-user (2027)
Figure 89: South America Automotive Predictive Maintenance Market Share Analysis, by Country (2019)
Figure 90: South America Automotive Predictive Maintenance Market Share Analysis, by Country (2027)
Figure 91: Automotive Predictive Maintenance Market Share Analysis (2018)
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