Table of Content

1 INTRODUCTION 
    1.1 OBJECTIVE OF THE STUDY 
    1.2 MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 MARKET SCOPE 
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED FOR THE STUDY
    1.4 CURRENCY CONSIDERED 
    1.5 STAKEHOLDERS 
    1.6 SUMMARY OF CHANGES 
           1.6.1 IMPACT OF RECESSION
2 RESEARCH METHODOLOGY 
    2.1 RESEARCH DATA 
           2.1.1 SECONDARY DATA
                    2.1.1.1 KEY DATA FROM SECONDARY SOURCES
           2.1.2 PRIMARY DATA
                    2.1.2.1 KEY DATA FROM PRIMARY SOURCES
                    2.1.2.2 KEY INDUSTRY INSIGHTS
                    2.1.2.3 BREAKDOWN OF PRIMARY INTERVIEWS
    2.2 MARKET BREAKUP AND DATA TRIANGULATION 
    2.3 MARKET SIZE ESTIMATION 
           2.2.1 BOTTOM-UP APPROACH
           2.2.2 TOP-DOWN APPROACH
    2.4 MARKET FORECAST 
    2.5 ASSUMPTIONS FOR THE STUDY 
    2.6 LIMITATIONS OF THE STUDY 
    2.7 IMPACT OF RECESSION ON GLOBAL PREDICTIVE MAINTENANCE MARKET 
3 EXECUTIVE SUMMARY 
4 PREMIUM INSIGHTS 
    4.1 ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN THE PREDICTIVE MAINTENANCE MARKET 
    4.2 PREDICTIVE MAINTENANCE MARKET:  TOP THREE TECHNIQUES 
    4.3 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT AND TOP THREE VERTICALS 
    4.4 PREDICTIVE MAINTENANCE MARKET:  BY REGION, 2024 
5 MARKET OVERVIEW AND INDUSTRY TRENDS 
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           5.2.1 DRIVERS
           5.2.2 RESTRAINTS
           5.2.3 OPPORTUNITIES
           5.2.4 CHALLENGES
    5.3 INDUSTRY TRENDS 
           5.3.1 EVOLUTION OF PREDICTIVE MAINTENANCE MARKET 
           5.3.2 CASE STUDY ANALYSIS
           5.3.3 ECOSYSTEM ANALYSIS
           5.3.3 TECHNOLOGY ANALYSIS
                    5.3.1.1 KEY TECHNOLOGIES
                               5.3.1.1.1 ML
                               5.3.1.1.2 Big Data
                    5.3.1.2 ADJACENT TECHNOLOGIES
                               5.3.1.2.1 Edge computing
                               5.3.1.2.2 Digital Twins
                               5.3.1.2.2 Cloud Computing
                    5.3.1.2 COMPLEMENTARY TECHNOLOGIES
                               5.3.1.3.1 AR & VR
                               5.3.1.3.2 Blockchain
           5.3.5 REGULATORY LANDSCAPE
                    5.3.5.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                               5.3.5.1.1 North America
                               5.3.5.1.2 Europe
                               5.3.5.1.3 Asia Pacific
                               5.3.5.1.4 Middle East & Africa
                               5.3.5.1.5 Latin America
           5.3.6 VALUE/SUPPLY CHAIN ANALYSIS
           5.3.7 PORTER’S FIVE FORCES’ ANALYSIS
                    5.3.7.1 THREAT FROM NEW ENTRANTS
                    5.3.7.2 THREAT OF SUBSTITUTES
                    5.3.7.3 BARGAINING POWER OF SUPPLIERS
                    5.3.7.4 BARGAINING POWER OF BUYERS
                    5.3.7.5 INTENSITY OF COMPETITION RIVALRY
           5.3.8 KEY CONFERENCES AND EVENTS IN 2024-2025
           5.3.9 KEY STAKEHOLDERS AND BUYING CRITERIA
                    5.3.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    5.3.9.2 BUYING CRITERIA
           5.3.10 TRADE ANALYSIS
                    5.3.10.1 IMPORT SCENARIO OF SENSORS
                    5.3.10.1 EXPORT SCENARIO OF SENSORS
           5.3.11 PRICING ANALYSIS
                    5.3.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY OFFERING
                    5.3.11.2 INDICATIVE PRICING ANALYSIS, BY SERVICES
           5.3.12 PATENT ANALYSIS
                    5.3.12.1 METHODOLOGY
                    5.3.12.2 PATENTS FILED, BY DOCUMENT TYPE
                    5.3.12.3 INNOVATION AND PATENT APPLICATIONS
           5.3.13 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
           5.3.14 TECHNOLOGY ROADMAP OF PREDICTIVE MAINTENANCE MARKET
                    5.3.14.1 SHORT-TERM (1 – 5 Years)
                    5.3.14.2 LONG-TERM (5+ Years)
           5.3.15 BUSINESS MODELS OF PREDICTIVE MAINTENANCE MARKET
           5.3.16 INVESTMENT AND FUNDING SCENARIO
6 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT 
    6.1 INTRODUCTION 
           6.1.1 COMPONENT: PREDICTIVE MAINTENANCE MARKET DRIVERS
    6.2 HARDWARE 
    6.2 SOLUTIONS 
           6.2.1 INTEGRATED
           6.2.2 STANDALONE
    6.3 SOLUTIONS, BY DEPLOYMENT MODE  
           6.3.1 CLOUD
                    6.3.1.1 Public Cloud
                    6.3.1.2 Private Cloud
                    6.3.1.2 Hybrid Cloud
           6.3.2 ON-PREMISES
    6.3 SERVICES 
           6.3.1 PROFESSIONAL SERVICES 
                    6.3.1.1 System Integration
                    6.3.1.2 Support and Maintenance
                    6.3.1.2 Consulting
           6.3.2 MANAGED SERVICES 
7 PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY 
    7.1 INTRODUCTION 
           7.1.1 TECHNOLOGY: PREDICTIVE MAINTENANCE MARKET DRIVERS
    7.2 INTERNET OF THINGS (IOT) 
    7.3 ANALYTICS & DATA MANAGEMENT 
    7.4 ARTIFICIAL INTELLIGENCE (AI) 
    7.5 SENSORS 
8 PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE 
    8.1 INTRODUCTION 
           8.1.1 TECHNIQUE: PREDICTIVE MAINTENANCE MARKET DRIVERS
    8.2 INFRARED THERMOGRAPHY  
           8.2.1 INSPECT ELECTRICAL CONNECTIONS AND SYSTEMS
           8.2.2 ASSESS HEATING SYSTEMS
           8.2.3 FLUID ANALYSIS
           8.2.4 ANALYZE DISCHARGE PATTERNS
           8.2.5 ROOF MAINTENANCE
           8.2.6 OTHERS
    8.3 MOTOR CIRCUIT ANALYSIS 
           8.3.1 ASSESS ENGINE DEGRADATION
           8.3.2 SHAFT AND ROTOR ALIGNMENT
           8.3.3 INSULATION EVALUATION
           8.3.4 GEAR ASSESSMENT
           8.3.5 SCAN FOR SHORT-CIRCUITS
           8.3.6 OTHERS
    8.4 OIL ANALYSIS 
           8.4.1 TURBINE MAINTENANCE
           8.4.2 HYDRAULIC SYSTEM MAINTENANCE
           8.4.3 ENGINE EVALUATION
           8.4.4 TRANSMISSION ASSESSMENT
           8.4.5 GEAR LUBRICANT LEVEL MONITORING
           8.4.5 OTHERS
    8.5 VIBRATION ANALYSIS 
           8.5.1 TEST COMPONENT ALIGNMENT
           8.5.2 DETECT IMBALANCES
           8.5.3 RESONANCE IDENTIFICATION
           8.5.4 GEAR FAILURE DETECTION
           8.5.5 OTHERS
    8.6 ACOUSTIC MONITORING 
           8.6.1 PIPELINE MONITORING
           8.6.2 CONDENSER EVALUATION
           8.6.3 VACUUM SYSTEM MONITORING
           8.6.4 FAN HEALTH ASSESSMENT
           8.6.5 AIR COMPRESSOR MONITORING
           8.5.6 OTHERS
    8.6 OTHER TECHNIQUES 
9 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE  
    9.1 INTRODUCTION 
           9.1.1 ORGANIZATION SIZE: PREDICTIVE MAINTENANCE MARKET DRIVERS
    9.2 LARGE ENTERPRISES 
    9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 
10 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL  
     10.1 INTRODUCTION 
     9.1.1 VERTICAL: PREDICTIVE MAINTENANCE MARKET DRIVERS 
     10.2 MANUFACTURING 
     10.3 ENERGY & UTILITIES 
     10.4 AUTOMOTIVE, TRANSPORTATION & LOGISTICS 
     10.5 GOVERNMENT & DEFENSE 
     10.6 HEALTHCARE 
     10.7 TELECOMMUNICATIONS 
     10.8 MINING & CONSTRUCTION 
     10.9 OTHER VERTICALS (RETAIL, AGRICULTURE, CHEMICAL) 
11 PREDICTIVE MAINTENANCE MARKET, BY REGION 
     11.1 INTRODUCTION 
     11.2 NORTH AMERICA 
             11.2.1 NORTH AMERICA: MARKET DRIVERS
             11.2.2 NORTH AMERICA: IMPACT OF RECESSION
             11.2.3 UNITED STATES
             11.2.4 CANADA
     11.3 EUROPE 
             11.3.1 EUROPE: MARKET DRIVERS
             11.3.2 EUROPE: IMPACT OF RECESSION
             11.3.3 UNITED KINGDOM
             11.3.4 GERMANY
             11.3.5 FRANCE
             11.3.6 ITALY
             11.3.7 SPAIN
             11.3.8 REST OF EUROPE
     11.4 ASIA PACIFIC 
             11.4.1 ASIA PACIFIC: MARKET DRIVERS
             11.4.2 ASIA PACIFIC: IMPACT OF RECESSION
             11.4.3 CHINA
             11.4.4 JAPAN
             11.4.5 INDIA
             11.4.6 SOUTH KOREA
             11.3.7 AUSTRALIA & NEW ZEALAND
             11.4.8 REST OF ASIA PACIFIC
     11.5 MIDDLE EAST AND AFRICA 
             11.5.1 MIDDLE EAST AND AFRICA: MARKET DRIVERS
             11.5.2 MIDDLE EAST AND AFRICA: IMPACT OF RECESSION
             11.5.3 UAE
             11.5.4 KSA 
             11.5.5 QATAR
             11.5.6 TURKEY
             11.5.7 SOUTH AFRICA
             11.5.8 REST OF MIDDLE EAST AND AFRICA
     11.6 LATIN AMERICA 
             11.6.1 LATIN AMERICA: MARKET DRIVERS
             11.6.2 LATIN AMERICA: IMPACT OF RECESSION
             11.6.3 BRAZIL
             11.6.4 MEXICO
             11.6.5 ARGENTINA
             11.6.6 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE 
     12.1 INTRODUCTION 
     12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 
             12.2.1 OVERVIEW OF STRATEGIES ADOPTED BY KEY PREDICTIVE MAINTENANCE  VENDORS
     12.3 REVENUE ANALYSIS FOR KEY PLAYERS 
             12.3.1 BUSINESS SEGMENT REVENUE ANALYSIS
     12.4 MARKET SHARE ANALYSIS 
             12.3.1 MARKET RANKING ANALYSIS
     12.5 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SOLUTION 
     12.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 
             12.6.1 STARS
             12.6.2 EMERGING LEADERS
             12.6.3 PERVASIVE PLAYERS
             12.6.4 PARTICIPANTS
             12.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
                       12.6.5.1 Company Footprint
                       12.6.5.2 Region Footprint
                       12.6.5.3 Component Footprint
                       12.6.5.4 Technology Footprint
                       12.6.5.5 Vertical Footprint
     12.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023  
             12.7.1 PROGRESSIVE COMPANIES
             12.7.2 RESPONSIVE COMPANIES
             12.7.3 DYNAMIC COMPANIES
             12.7.4 STARTING BLOCKS
             12.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
                       12.7.5.1 Detailed List of Key Startups/SMEs
                       12.7.5.2 Competitive Benchmarking of Key Startups/ SMEs
     12.8 COMPANY VALUATION AND FINANCIAL METRICS 
     12.9 COMPETITIVE SCENARIOS AND TRENDS 
             12.9.1 PRODUCT LAUNCHES
             12.9.2 DEALS
             12.9.3 OTHERS
13 COMPANY PROFILES 
     13.1 INTRODUCTION 
     13.2 KEY PLAYERS 
             13.2.1 MICROSOFT
                       13.2.1.1 BUSINESS OVERVIEW
                       13.2.1.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.1.3 RECENT DEVELOPMENTS
                       13.2.1.4 MNM VIEW
             13.2.2 IBM
                       13.2.2.1 BUSINESS OVERVIEW
                       13.2.2.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.2.3 RECENT DEVELOPMENTS
                       13.2.2.4 MNM VIEW
             13.2.3 SAP
                       13.2.3.1 BUSINESS OVERVIEW
                       13.2.3.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.3.3 RECENT DEVELOPMENTS
                       13.2.3.4 MNM VIEW
             13.2.4 SAS INSTITUTE
                       13.2.4.1 BUSINESS OVERVIEW
                       13.2.4.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.4.3 RECENT DEVELOPMENTS
                       13.2.4.4 MNM VIEW
             13.2.5 SOFTWARE AG
                       13.2.5.1 BUSINESS OVERVIEW
                       13.2.5.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.5.3 RECENT DEVELOPMENTS
                       13.2.5.4 MNM VIEW
             13.2.6 ABB
                       13.2.6.1 BUSINESS OVERVIEW
                       13.2.6.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.6.3 RECENT DEVELOPMENTS
             13.3.7 HONEYWELL
                       13.2.7.1 BUSINESS OVERVIEW
                       13.2.7.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.7.3 RECENT DEVELOPMENTS
             13.3.8 EMERSON
                       13.2.8.1 BUSINESS OVERVIEW
                       13.2.8.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.8.3 RECENT DEVELOPMENTS
             13.3.9 SIEMENS
                       13.2.9.1 BUSINESS OVERVIEW
                       13.2.9.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.9.3 RECENT DEVELOPMENTS
             13.2.10 TIBCO SOFTWARE
                       13.2.10.1 BUSINESS OVERVIEW
                       13.2.10.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       13.2.10.3 RECENT DEVELOPMENTS
               13.2.11 ALTAIR
               13.2.12 SPLUNK
               13.2.13 ORACLE 
               13.2.14 GOOGLE
               13.2.15 AWS
               13.2.16 GE
               13.2.17 SCHNEIDER ELECTRIC
               13.2.18 HITACHI
               13.2.19 PTC
               13.3.20 C3.AI 
     13.3 OTHER PLAYERS 
             13.3.1 DINGO
             13.3.2 UPTAKE
             13.3.3 ARTESIS
             13.3.4 WAVESCAN
             13.3.5 FIIX SOFTWARE
             13.3.6 UPKEEP
             13.3.7 LIMBLE
             13.3.8 SENSEGROW
             13.3.9 PRESAGE INSIGHTS
             13.3.10 FACLON LABS
14 ADJACENT MARKET 
     14.1 INTRODUCTION 
     14.2 MARKET DEFINITION 
     14.3 BIG DATA MARKET 
     14.4 ENTERPRISE ASSET MANAGEMENT MARKET 
15 APPENDIX 
     15.1 DISCUSSION GUIDE 
     15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     15.3 AVAILABLE CUSTOMIZATIONS 
     15.4 RELATED REPORTS 
     15.5 AUTHOR DETAILS