‘Adoption of IoT and AI’
The adoption of IoT devices allows for continuous monitoring of equipment by collecting real-time data on performance and health. This data is then analyzed using AI algorithms to identify patterns and predict potential failures. By leveraging machine learning, organizations can improve the accuracy of their maintenance forecasts. This proactive approach minimizes unexpected downtime and enhances overall operational efficiency. Ultimately, the integration of IoT and AI transforms maintenance from reactive to predictive, driving better resource management.
Table of Content
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF U.S. PREDICTIVE MAINTENANCE MARKET
1.4 CURRENCY AND PRICING
1.5 LIMITATIONS
1.6 MARKETS COVERED
2 MARKET SEGMENTATION
2.1 MARKETS COVERED
2.2 GEOGRAPHICAL SCOPE
2.3 YEARS CONSIDERED FOR THE STUDY
2.4 DBMR TRIPOD DATA VALIDATION MODEL
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
2.6 DBMR MARKET POSITION GRID
2.7 DBMR MARKET POSITION GRID
2.8 DBMR MARKET POSITION GRID
2.9 VENDOR SHARE ANALYSIS
2.1 VENDOR SHARE ANALYSIS
2.11 VENDOR SHARE ANALYSIS
2.12 MULTIVARIATE MODELING
2.13 OFFERING TIMELINE CURVE
2.14 MARKET APPLICATION COVERAGE GRID
2.15 SECONDARY SOURCES
2.16 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 DEFINITION FOR EACH SEGMENT OF COMMERCIAL VEHICLE
4.1.1 COMMERCIAL VEHICLE
4.1.2 LIGHT COMMERCIAL VEHICLE
4.1.3 VANS
4.1.4 PICK-UP TRUCKS
4.1.5 TOW TRUCK
4.1.6 MINI BUS
4.1.7 OTHERS
4.1.8 MEDIUM AND HEAVY COMMERCIAL VEHICLE
4.1.9 TRUCK
4.1.10 MEDIUM TRUCKS
4.1.11 BOX TRUCK
4.1.12 FLATBED TRUCK
4.1.13 DELIVERY TRUCK
4.1.14 OTHERS
4.1.15 HEAVY TRUCK
4.1.16 REFRIGERATOR TRUCK
4.1.17 CONCRETE TRANSPORT TRUCK
4.1.18 TANKER TRUCK
4.1.19 OTHERS
4.1.20 BUSES
4.1.21 COACHES
4.2 REGULATION
4.3 PORTERS FIVE FORCES
4.4 TECHNOLOGICAL TRENDS IN THE U.S. PREDICTIVE MAINTENANCE MARKET FOR THE AUTOMOTIVE INDUSTRY
4.4.1 ARTIFICIAL INTELLIGENCE (AI)
4.4.2 MACHINE LEARNING
4.4.3 INTERNET OF THINGS (IOT)
4.4.4 CLOUD COMPUTING
4.5 PATENT ANALYSIS
4.6 VALUE CHAIN ANALYSIS
4.6.1 PRIMARY ACTIVITIES
4.6.2 SUPPORT ACTIVITIES
4.6.3 KEY VALUE DRIVERS IN THE U.S. PREDICTIVE MAINTENANCE MARKET
4.7 FACTORS FOR CAGR ESTIMATION ON GLOBAL, REGION & U.S. LEVEL
4.7.1 U.S. LEVEL: FACTORS DRIVING CAGR IN PREDICTIVE MAINTENANCE MARKET
4.7.2 CONCLUSION
4.8 MARKET SIZE FOR GLOBAL PREDICTIVE MAINTENANCE MARKET
4.9 MARKET SIZE FOR PREDICTIVE MAINTENANCE MARKET, BY REGION
4.1 U.S. MARKET SIZE FOR TIRE PRESSURE MONITORING SYSTEMS RELATED TO LOGISTICS AND THEIR VEHICLE TYPE CONSIDERING FY 2022- 2034
4.10.1 U.S. MARKET SIZE OF TIRE PRESSURE MONITORING SYSTEM IN LOGISTICS MARKET
4.10.2 U.S. MARKET SIZE OF TIRE PRESSURE MONITORING SYSTEM FOR LOGISTIC VEHICLE MARKET
4.11 ISSUE FACED BY FLEETS AND OTHER PLAYERS
4.12 COMPANY COMPARATIVE ANALYSIS
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 GROWING ADOPTION OF IOT IN INDUSTRIAL OPERATIONS
5.1.2 GROWING DEMAND FOR BIG DATA AND ANALYTICS SOLUTIONS
5.1.3 STRINGENT VEHICLE SAFETY REGULATIONS
5.1.4 INCREASED ADOPTION OF TELEMATICS IN FLEET MANAGEMENT
5.2 RESTRAINTS
5.2.1 HIGH COSTS OF SENSOR INSTALLATION AND MONITORING
5.2.2 DATA PRIVACY AND SECURITY CONCERNS
5.3 OPPORTUNITIES
5.3.1 GROWING DEMAND FOR SUSTAINABILITY
5.3.2 COLLABORATION WITH TIRE MANUFACTURERS FOR SMART TIRES
5.3.3 AI-POWERED PREDICTIVE MAINTENANCE PLATFORMS
5.4 CHALLENGES
5.4.1 INTEGRATING HIGH-QUALITY DATA FOR AUTOMOTIVE PREDICTIVE MAINTENANCE
5.4.2 COMPLEXITY OF SYSTEMS IN THE AUTOMOTIVE INDUSTRY
6 U.S. PREDICTIVE MAINTENANCE MARKET, BY OFFERING
6.1 OVERVIEW
6.2 SOLUTION
6.2.1 SOLUTION, BY TYPE
6.2.1.1 INTEGRATED
6.2.1.2 STAND-ALONE
6.3 SERVICES
6.3.1 SERVICES, BY TYPE
6.3.1.1 MANAGED SERVICES
6.3.1.2 PROFESSIONAL SERVICES
6.3.1.2.1 PROFESSIONAL SERVICES, BY TYPE
6.3.1.2.2 SYSTEM INTEGRATION
6.3.1.2.3 SUPPORT & MAINTENANCE
6.3.1.2.4 CONSULTING
7 US PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE
7.1 OVERVIEW
7.2 CLOUD
7.2.1 CLOUD, BY TYPE
7.2.1.1 PUBLIC CLOUD
7.2.1.2 PRIVATE CLOUD
7.2.1.3 HYBRID CLOUD
7.3 ON PREMISE
8 U.S. PREDICTIVE MAINTENANCE MARKET, BY APPLICATION
8.1 OVERVIEW
8.2 TRANSMISSION CHECK-UP
8.3 OIL CHANGE
8.4 TIRE INSPECTION
8.5 COOLANT REPLACEMENT
8.6 BRAKE
8.7 ENGINE AIR FILTER
8.8 CABIN FILTER
8.9 BELT CHANGE
8.1 OTHERS
9 U.S. PREDICTIVE MAINTENANCE MARKET, BY ENTERPRISE SIZE
9.1 OVERVIEW
9.2 LARGE SIZE ORGANIZATIONS
9.3 SMALL & MEDIUM SIZED ORGANIZATION
10 U.S. PREDICTIVE MAINTENANCE MARKET, BY VEHICLE TYPE
10.1 OVERVIEW
10.2 PASSENGER CAR
10.2.1 SUV
10.2.2 SEDAN
10.2.3 SPORT CAR
10.2.4 COUPE
10.2.5 HATCHBACK
10.2.6 CONVERTIBLE
10.2.7 OTHERS
10.2.7.1 LARGE FLEET (MORE THAN 500)
10.2.7.2 MEDIUM FLEET(100-500)
10.2.7.3 SMALL FLEET(LESS THAN 100)
10.3 COMMERCIAL VEHICLE
10.3.1 LIGHT COMMERCIAL VEHICLE (LCV)
10.3.1.1 VANS
10.3.1.2 PICK UP TRUCK
10.3.1.3 TOW TRUCK
10.3.1.4 MINI BUS
10.3.1.5 OTHERS
10.3.2 MEDIUM AND HEAVY COMMERCIAL VEHICLE(HCV)
10.3.2.1 TRUCK
10.3.2.1.1 HEAVY TRUCKS (ABOVE 26,000 POUNDS)
10.3.2.1.1.1 REFRIGERATOR TRUCK
10.3.2.1.1.2 CONCRETE TRANSPORT TRUCK
10.3.2.1.1.3 TANKER TRUCK
10.3.2.1.1.4 OTHERS
10.3.2.1.2 MEDIUM TRUCKS (14,001-26,000 POUNDS)
10.3.2.1.2.1 BOX TRUCK
10.3.2.1.2.2 FLATBED TRUCK
10.3.2.1.2.3 DELIVERY TRUCK
10.3.2.1.2.4 OTHERS
10.3.2.1.3 BUSES
10.3.2.1.4 COACHES
10.4 OFF ROAD VEHICLE
11 U.S. PREDICTIVE MAINTENANCE MARKET, BY END USER
11.1 OVERVIEW
11.2 FLEET OWNERS
11.3 FMS
11.4 MANUFACTURERS
11.5 FMC
11.6 INDIVIDUAL
11.7 OTHERS
12 U.S. PREDICTIVE MAINTENANCE MARKET, COMPANY LANDSCAPE
12.1 COMPANY SHARE ANALYSIS: U.S.
13 U.S. TPMS MARKET, COMPANY LANDSCAPE
13.1 COMPANY SHARE ANALYSIS: U.S.
14 U.S. TELEMATICS MARKET, COMPANY LANDSCAPE
14.1 COMPANY SHARE ANALYSIS: U.S
15 QUESTIONNAIRE
16 RELATED REPORTS
List of Table
TABLE 1 GLOBAL PREDICTIVE MAINTENANCE MARKET, BY GEOGRAPHY, 2022- 2031 (USD MILLION)
TABLE 2 GLOBAL PREDICTIVE MAINTENANCE MARKET, BY REGION, 2022- 2031 (USD MILLION)
TABLE 3 U.S. TIRE PRESSURE MONITORING SYSTEM IN LOGISTICS MARKET, 2022 -2034, (USD MILLION)
TABLE 4 U.S. TIRE PRESSURE MONITORING SYSTEM IN LOGISTICS MARKET, BY VEHICLE TYPE, 2022 -2034, (USD MILLION)
TABLE 5 NHTSA REGULATIONS ON VEHICLE SAFETY
TABLE 6 U.S. PREDICTIVE MAINTENANCE MARKET, BY OFFERING, 2022-2031 (USD MILLION)
TABLE 7 U.S. SOLUTION IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 8 U.S. SERVICES IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION)
TABLE 9 U.S. PROFESSIONAL SERVICES IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION)
TABLE 10 U.S. PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2022-2031 (USD MILLION)
TABLE 11 U.S. CLOUD IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION)
TABLE 12 U.S. PREDICTIVE MAINTENANCE MARKET, BY APPLICATION, 2022-2031 (USD MILLION)
TABLE 13 U.S. PREDICTIVE MAINTENANCE MARKET, BY ENTERPRISE SIZE, 2022-2031 (USD MILLION)
TABLE 14 U.S. PREDICTIVE MAINTENANCE MARKET, VEHICLE TYPE, 2022-2031 (USD MILLION)
TABLE 15 U.S. PASSENGER CAR IN PREDICTIVE MAINTENANCE MARKET, BODY STYLE, 2022-2031 (USD MILLION))
TABLE 16 U.S. PASSENGER CAR IN PREDICTIVE MAINTENANCE MARKET, BY FLEET SIZE, 2022-2031 (USD MILLION))
TABLE 17 U.S. COMMERCIAL VEHICLE IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 18 U.S. LIGHT COMMERCIAL VEHICLE (LCV) IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 19 U.S. MEDIUM AND HEAVY COMMERCIAL VEHICLE (HCV) IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 20 U.S.TRUCK IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 21 U.S.HEAVY TRUCK IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION)
TABLE 22 U.S.MEDIUM TRUCK IN PREDICTIVE MAINTENANCE MARKET, BY TYPE, 2022-2031 (USD MILLION))
TABLE 23 U.S. PREDICTIVE MAINTENANCE MARKET, END USER, 2022-2034 (USD MILLION)
List of Figure
FIGURE 1 U.S. PREDICTIVE MAINTENANCE MARKET: SEGMENTATION
FIGURE 2 U.S. PREDICTIVE MAINTENANCE MARKET: DATA TRIANGULATION
FIGURE 3 U.S. PREDICTIVE MAINTENANCE MARKET: DROC ANALYSIS
FIGURE 4 U.S. PREDICTIVE MAINTENANCE MARKET: GLOBAL VS REGIONAL MARKET ANALYSIS
FIGURE 5 U.S. PREDICTIVE MAINTENANCE MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 U.S. PREDICTIVE MAINTENANCE MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 U.S. PREDICTIVE MAINTENANCE MARKET: DBMR MARKET POSITION GRID
FIGURE 8 U.S. TPMS MARKET: DBMR MARKET POSITION GRID
FIGURE 9 U.S. TELEMATICS MARKET: DBMR MARKET POSITION GRID
FIGURE 10 U.S. PREDICTIVE MAINTENANCE MARKET: VENDOR SHARE ANALYSIS
FIGURE 11 U.S. TPMS MARKET: VENDOR SHARE ANALYSIS
FIGURE 12 U.S. TELEMATICS MARKET: VENDOR SHARE ANALYSIS
FIGURE 13 U.S. PREDICTIVE MAINTENANCE MARKET: MULTIVARIATE MODELING
FIGURE 14 U.S. PREDICTIVE MAINTENANCE MARKET: OFFERING TIMELINE CURVE
FIGURE 15 U.S. PREDICTIVE MAINTENANCE MARKET: MARKET APPLICATION COVERAGE GRID
FIGURE 16 U.S. PREDICTIVE MAINTENANCE MARKET: SEGMENTATION
FIGURE 17 TWO SEGMENTS COMPRISE THE U.S. PREDICTIVE MAINTENANCE MARKET, BY TYPE (2023)
FIGURE 18 EXECUTIVE SUMMARY
FIGURE 19 STRATEGIC DECISIONS
FIGURE 20 GROWING ADOPTION OF IOT IN INDUSTRIAL OPERATIONS IS EXPECTED TO DRIVE THE U.S. PREDICTIVE MAINTENANCE MARKET DURING THE FORECAST PERIOD OF 2024 TO 2031
FIGURE 21 TYPE SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF THE U.S. PREDICTIVE MAINTENANCE MARKET IN 2024 & 2031
FIGURE 22 PORTERS FIVE FORCES U.S. PREDICTIVE MAINTENANCE MARKET
FIGURE 23 PORTERS FIVE FORCES U.S. TPMS MARKET
FIGURE 24 PORTERS FIVE FORCES U.S. TELEMATICS MARKET
FIGURE 25 VALUE CHAIN ANALYSIS FOR THE U.S. PREDICTIVE MAINTENANCE MARKET
FIGURE 26 OPPORTUNITIES AND CHALLENGES IN THE VALUE CHAIN
FIGURE 27 FACTORS FOR DRIVING CAGR IN U.S. PREDICTIVE MAINTENANCE MARKET
FIGURE 28 DBMR COMPETITIVE ANALYSIS U.S. PREDICTIVE MAINTENANCE MARKET
FIGURE 29 DBMR COMPETITIVE ANALYSIS U.S. TELEMATICS MARKET
FIGURE 30 DBMR COMPETITIVE ANALYSIS U.S. TPMS MARKET
FIGURE 31 U.S. PREDICTIVE MAINTENANCE MARKET: BY OFFERING, 2023
FIGURE 32 U.S. PREDICTIVE MAINTENANCE MARKET: BY DEPLOYMENT MODE, 2023
FIGURE 33 U.S. PREDICTIVE MAINTENANCE MARKET: BY APPLICATION, 2023
FIGURE 34 U.S. PREDICTIVE MAINTENANCE MARKET: BY ENTERPRISE SIZE, 2023
FIGURE 35 U.S. PREDICTIVE MAINTENANCE MARKET: VEHICLE TYPE, 2023
FIGURE 36 U.S. PREDICTIVE MAINTENANCE MARKET: END USER, 2023
FIGURE 37 U.S. PREDICTIVE MAINTENANCE MARKET: COMPANY SHARE 2023 (%)
FIGURE 38 U.S. TPMS MARKET: COMPANY SHARE 2023 (%)
FIGURE 39 U.S. TELEMATICS MARKET: COMPANY SHARE 2023 (%)
