Table of Content

1 INTRODUCTION (Page No. - 32)
    1.1 STUDY OBJECTIVES
    1.2 MARKET DEFINITION
    1.3 INCLUSIONS AND EXCLUSIONS
           TABLE 1 MINING AUTOMATION MARKET: INCLUSIONS AND EXCLUSIONS
    1.4 STUDY SCOPE
           1.4.1 MARKETS COVERED
                    FIGURE 1 MINING AUTOMATION MARKET: SEGMENTATION
                    FIGURE 2 MINING AUTOMATION MARKET: REGIONAL SCOPE
           1.4.2 YEARS CONSIDERED
    1.5 CURRENCY CONSIDERED
    1.6 LIMITATIONS
    1.7 MARKET STAKEHOLDERS
    1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 37)
    2.1 RESEARCH DATA
           FIGURE 3 MINING AUTOMATION MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY AND PRIMARY RESEARCH
           2.1.2 SECONDARY DATA
                    2.1.2.1 Major secondary sources
                    2.1.2.2 Key data from secondary sources
           2.1.3 PRIMARY DATA
                    2.1.3.1 Primary interviews with experts
                    2.1.3.2 Key data from primary sources
                    2.1.3.3 Key insights
                    2.1.3.4 Breakdown of primaries
    2.2 MARKET SIZE ESTIMATION
           FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE GENERATED BY COMPANIES FROM SALES OF MINING AUTOMATION PRODUCTS
           2.2.1 BOTTOM-UP APPROACH
                    2.2.1.1 Arriving at market size through bottom-up approach (demand side)
                               FIGURE 5 BOTTOM-UP APPROACH
           2.2.2 TOP-DOWN APPROACH
                    2.2.2.1 Arriving at market size through top-down approach (supply side)
                               FIGURE 6 TOP-DOWN APPROACH
    2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
           FIGURE 7 MARKET BREAKDOWN AND DATA TRIANGULATION
    2.4 ASSUMPTIONS
           FIGURE 8 ASSUMPTIONS FOR RESEARCH STUDY
    2.5 LIMITATIONS AND RISK ASSESSMENT
           TABLE 2 LIMITATIONS AND ASSOCIATED RISKS

3 EXECUTIVE SUMMARY (Page No. - 48)
    FIGURE 9 EQUIPMENT SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
    FIGURE 10 UNDERGROUND MINING TECHNIQUE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
    FIGURE 11 MINE DEVELOPMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    FIGURE 12 ASIA PACIFIC HELD LARGEST SHARE OF MINING AUTOMATION MARKET IN 2021

4 PREMIUM INSIGHTS (Page No. - 52)
    4.1 ATTRACTIVE OPPORTUNITIES FOR MINING AUTOMATION MARKET PLAYERS
           FIGURE 13 INCREASING NEED FOR WORKER SAFETY AND NEED TO ACHIEVE REDUCTION IN OPERATING COSTS TO DRIVE MINING AUTOMATION MARKET
    4.2 MINING AUTOMATION MARKET, BY OFFERING
           FIGURE 14 COMMUNICATION SYSTEMS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    4.3 MINING AUTOMATION MARKET, BY TECHNIQUE
           FIGURE 15 UNDERGROUND MINING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    4.4 MINING AUTOMATION MARKET, BY WORKFLOW
           FIGURE 16 MINE DEVELOPMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    4.5 MINING AUTOMATION MARKET, BY GEOGRAPHY
           FIGURE 17 AUSTRALIA HELD LARGEST SHARE OF MINING AUTOMATION MARKET IN 2021

5 MARKET OVERVIEW (Page No. - 55)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 18 MINING AUTOMATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Intensifying need to improve worker safety in mines
                    5.2.1.2 Growing requirement to increase productivity in mining operations
                    5.2.1.3 Rising focus on reducing operating costs
                    5.2.1.4 Surging demand for fleet management systems
                               FIGURE 19 ANALYSIS OF IMPACT OF DRIVERS ON MINING AUTOMATION MARKET
           5.2.2 RESTRAINTS
                    5.2.2.1 Depletion of natural resources
                    5.2.2.2 Negative impact of automated mining on host countries
                               FIGURE 20 ANALYSIS OF IMPACT OF RESTRAINTS ON MINING AUTOMATION MARKET
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Digital transformation of global mining industry
                    5.2.3.2 Evolution of smart connected mines
                               FIGURE 21 ANALYSIS OF IMPACT OF OPPORTUNITIES ON MINING AUTOMATION MARKET
           5.2.4 CHALLENGES
                    5.2.4.1 Integrating information technology with operational technology
                    5.2.4.2 Rising protests by local communities for stricter environmental laws against mining
                    5.2.4.3 Lack of skilled personnel to operate automated mining equipment
           FIGURE 22 ANALYSIS OF IMPACT OF CHALLENGES ON MINING AUTOMATION MARKET
    5.3 VALUE CHAIN ANALYSIS
           FIGURE 23 VALUE CHAIN ANALYSIS
    5.4 ECOSYSTEM ANALYSIS
           FIGURE 24 MINING MARKET: ECOSYSTEM
           TABLE 3 COMPANIES AND THEIR ROLE IN MINING AUTOMATION ECOSYSTEM
    5.5 PRICING ANALYSIS
           5.5.1 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS
                    FIGURE 25 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS
                    TABLE 4 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS
    5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
           FIGURE 26 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
    5.7 TECHNOLOGY ANALYSIS
           5.7.1 ARTIFICIAL INTELLIGENCE (AI)
           5.7.2 DIGITAL TWIN
           5.7.3 INTERNET OF THINGS (IOT)
           5.7.4 SATCOM
           5.7.5 CLOUD COMPUTING
    5.8 PORTER’S FIVE FORCES ANALYSIS
           TABLE 5 MINING AUTOMATION MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.8.1 THREAT OF NEW ENTRANTS
           5.8.2 THREAT OF SUBSTITUTES
           5.8.3 BARGAINING POWER OF SUPPLIERS
           5.8.4 BARGAINING POWER OF BUYERS
           5.8.5 INTENSITY OF COMPETITIVE RIVALRY
    5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
           5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 27 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY OFFERING
                    TABLE 6 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY OFFERING (%)
           5.9.2 BUYING CRITERIA
                    FIGURE 28 KEY BUYING CRITERIA FOR MINING INDUSTRY
                    TABLE 7 KEY BUYING CRITERIA FOR MINING INDUSTRY
    5.1 CASE STUDY ANALYSIS
           5.10.1 ARRIUM MINING USES ROCKWELL AUTOMATION’S CONTROL SYSTEM AND VISUALIZATION SOLUTIONS IN ITS IRON KNOB MINE
           5.10.2 BOLIDEN CHOSE KOMATSU TO INTRODUCE AUTOMATED HAULAGE AT SWEDISH MINE
           5.10.3 RIO TINTO USES ROCKWELL AUTOMATION’S FACTORYTALK SUITE TO IMPROVE TRANSPARENCY OF MINING OPERATIONS
           5.10.4 BARRICK GOLD USES SANDVIK AB’S MINING EQUIPMENT IN ITS VELADERO GOLD MINE IN ARGENTINA
           5.10.5 RIO TINTO CHOSE CATERPILLAR TO CREATE CONNECTED VALUE CHAIN IN ITS GUDAI-DARRI MINE
    5.11 TRADE ANALYSIS
           FIGURE 29 IMPORT DATA FOR SELF-PROPELLED BULLDOZERS, ANGLEDOZERS, GRADERS, LEVELLERS, SCRAPERS, MECHANICAL SHOVELS, EXCAVATORS, SHOVEL LOADERS, TAMPING MACHINES, AND ROADROLLERS, 2017–2021 (USD MILLION)
           FIGURE 30 EXPORT DATA FOR SELF-PROPELLED BULLDOZERS, ANGLEDOZERS, GRADERS, LEVELLERS, SCRAPERS, MECHANICAL SHOVELS, EXCAVATORS, SHOVEL LOADERS, TAMPING MACHINES, AND ROADROLLERS, 2017–2021 (USD MILLION)
    5.12 PATENT ANALYSIS
           FIGURE 31 NO. OF PATENTS GRANTED PER YEAR FROM 2012 TO 2021
           FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
           TABLE 8 TOP 20 PATENT OWNERS IN LAST 10 YEARS
           5.12.1 LIST OF MAJOR PATENTS
    5.13 KEY CONFERENCES & EVENTS, 2022–2023
           TABLE 9 MINING AUTOMATION MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
    5.14 REGULATION & STANDARDS
           5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                    TABLE 13 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           5.14.2 STANDARDS
                    TABLE 14 MAJOR STANDARDS FOR MINING MACHINERY

6 MINING AUTOMATION MARKET, BY OFFERING (Page No. - 86)
    6.1 INTRODUCTION
           FIGURE 33 MINING AUTOMATION MARKET, BY OFFERING
           TABLE 15 MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 16 MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           FIGURE 34 COMMUNICATION SYSTEMS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    6.2 EQUIPMENT
           FIGURE 35 MINING AUTOMATION MARKET, BY EQUIPMENT
           TABLE 17 MINING AUTOMATION MARKET, BY EQUIPMENT, 2018–2021 (USD MILLION)
           TABLE 18 MINING AUTOMATION MARKET, BY EQUIPMENT, 2022–2027 (USD MILLION)
           FIGURE 36 AUTONOMOUS DRILLING RIGS TO ACCOUNT FOR LARGEST SIZE OF MINING AUTOMATION MARKET DURING FORECAST PERIOD
           6.2.1 AUTONOMOUS HAULING/MINING TRUCKS
                    6.2.1.1 Automate hauling operations
           6.2.2 AUTONOMOUS DRILLING RIGS
                    6.2.2.1 Autonomously drill holes and simultaneously collect production data
           6.2.3 UNDERGROUND LHD LOADERS
                    6.2.3.1 Help to load and unload materials from transport vehicles
           6.2.4 TUNNELING EQUIPMENT
                    6.2.4.1 Limit disturbance to surrounding ground and produce smooth tunnel wall
           6.2.5 SMART VENTILATION SYSTEMS
                    6.2.5.1 Analyze information collected from various sensors to initiate mine-wide regulation of fresh air
           6.2.6 PUMPING STATIONS
                    6.2.6.1 Help in disposal of accumulated water in mining sites
           6.2.7 OTHERS
                    6.2.7.1 Hybrid shovels
                    6.2.7.2 Total stations
                               TABLE 19 EQUIPMENT: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
                               TABLE 20 EQUIPMENT: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
    6.3 SOFTWARE
           6.3.1 INTERFACE BETWEEN MINING EQUIPMENT AND OPERATORS
                    FIGURE 37 MINING AUTOMATION MARKET, BY SOFTWARE
                    TABLE 21 MINING AUTOMATION MARKET, BY SOFTWARE, 2018–2021 (USD MILLION)
                    TABLE 22 MINING AUTOMATION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                    TABLE 23 SOFTWARE: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
                    TABLE 24 SOFTWARE: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
                    FIGURE 38 ASIA PACIFIC TO ACCOUNT FOR LARGEST SHARE OF MINING AUTOMATION MARKET FOR SOFTWARE DURING FORECAST PERIOD
           6.3.2 WORKFORCE MANAGEMENT SYSTEMS
                    6.3.2.1 Help in better shift management
           6.3.3 PROXIMITY DETECTION AND COLLISION AVOIDANCE SYSTEMS
                    6.3.3.1 Help avoid mine fleet traffic incidents by detecting obstacles or machines in path of vehicles
           6.3.4 AIR QUALITY AND TEMPERATURE MONITORING SYSTEMS
                    6.3.4.1 Monitor air quality and alert operators in case of deviation from normal air flow parameters
           6.3.5 FLEET MANAGEMENT SYSTEMS
                    6.3.5.1 Provide real-time visibility to mining operators and facilitate remote monitoring of machine and vehicle fleets
           6.3.6 REMOTE OPERATING AND MONITORING SYSTEMS
                    6.3.6.1 Help to increase efficiency in mining sites through continuous and round-the-clock analysis of real-time data
           6.3.7 DATA MANAGEMENT SOLUTIONS
                    6.3.7.1 Used for validation, sorting, analysis, reporting, and classification of mining data
           6.3.8 OTHERS
                    6.3.8.1 Asset tracking systems
                    6.3.8.2 Payload monitoring systems
    6.4 COMMUNICATION SYSTEMS
           FIGURE 39 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEM
           6.4.1 WIRELESS MESH NETWORKS
                    6.4.1.1 Connect devices at mining sites
           6.4.2 NAVIGATION SYSTEMS
                    6.4.2.1 Improve safety of autonomous vehicles on mining sites
           6.4.3 RADIO-FREQUENCY IDENTIFICATION (RFID) TAGS
                    6.4.3.1 Enable tracking of equipment and personnel at mines
                               TABLE 25 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEMS, 2018–2021 (USD MILLION)
                               TABLE 26 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEMS, 2022–2027 (USD MILLION)
                               TABLE 27 COMMUNICATION SYSTEMS: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
                               TABLE 28 COMMUNICATION SYSTEMS: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)

7 MINING AUTOMATION MARKET, BY TECHNIQUE (Page No. - 105)
    7.1 INTRODUCTION
           FIGURE 40 MINING AUTOMATION MARKET, BY TECHNIQUE
    7.2 SURFACE MINING TECHNIQUE
           7.2.1 USED TO EXTRACT MINERALS AND ORES CLOSE TO EARTH’S SURFACE
    7.3 UNDERGROUND MINING TECHNIQUE
           7.3.1 USED TO EXTRACT MINERALS AND ORES BURIED DEEP UNDER EARTH’S CRUST
                    FIGURE 41 UNDERGROUND MINING SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 29 MINING AUTOMATION MARKET, BY TECHNIQUE, 2018–2021 (USD MILLION)
                    TABLE 30 MINING AUTOMATION MARKET, BY TECHNIQUE, 2022–2027 (USD MILLION)
                    TABLE 31 UNDERGROUND MINING: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
                    TABLE 32 UNDERGROUND MINING: MINING AUTOMATION MARKET: BY REGION, 2022–2027 (USD MILLION)
                    TABLE 33 SURFACE MINING: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
                    TABLE 34 SURFACE MINING: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)

8 MINING AUTOMATION MARKET, BY WORKFLOW (Page No. - 110)
    8.1 INTRODUCTION
           FIGURE 42 MINING AUTOMATION MARKET, BY WORKFLOW
           FIGURE 43 MINE DEVELOPMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
           TABLE 35 MINING AUTOMATION MARKET, BY WORKFLOW, 2018–2021 (USD MILLION)
           TABLE 36 MINING AUTOMATION MARKET, BY WORKFLOW, 2022–2027 (USD MILLION)
    8.2 MINE DEVELOPMENT
           TABLE 37 MINE DEVELOPMENT: MINING AUTOMATION MARKET, BY MINE DEVELOPMENT PROCESS, 2018–2021 (USD MILLION)
           TABLE 38 MINE DEVELOPMENT: MINING AUTOMATION MARKET, BY MINE DEVELOPMENT PROCESS, 2022–2027 (USD MILLION)
           8.2.1 TUNNEL BORING
                    8.2.1.1 Used to construct tunnels for underground mines
           8.2.2 CONSTRUCTION OF ACCESS ROADS
                    8.2.2.1 Help to develop strong roads for heavy mining vehicles
           8.2.3 SITE PREPARATION AND CLEARING
                    8.2.3.1 Involves construction of mining facilities
    8.3 MINING PROCESS
           FIGURE 44 AUTONOMOUS HAULAGE SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
           TABLE 39 MINING PROCESS: MINING AUTOMATION MARKET, BY MINING PROCESS, 2018–2021 (USD MILLION)
           TABLE 40 MINING PROCESS: MINING AUTOMATION MARKET, BY MINING PROCESS, 2022–2027 (USD MILLION)
           8.3.1 AUTONOMOUS HAULAGE
                    8.3.1.1 Improves safety and productivity and reduces maintenance cost and downtime
           8.3.2 AUTOMATED DRILLING
                    8.3.2.1 Rising focus on minimizing mine accidents to create demand for automated drilling
    8.4 MINE MAINTENANCE
           TABLE 41 MINE MAINTENANCE: MINING AUTOMATION MARKET, BY MINE MAINTENANCE PROCESS 2018–2021 (USD MILLION)
           TABLE 42 MINE MAINTENANCE: MINING AUTOMATION MARKET, BY MINE MAINTENANCE PROCESS 2022–2027 (USD MILLION)
           8.4.1 HEATING, VENTILATION, AND REFRIGERATION (HVAC)
                    8.4.1.1 Improve ventilation at mine sites
           8.4.2 MINE DEWATERING
                    8.4.2.1 Help in disposal of excess water at mine sites

9 MINING AUTOMATION MARKET, BY REGION (Page No. - 118)
    9.1 INTRODUCTION
           FIGURE 45 MINING AUTOMATION MARKET IN INDIA EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
           TABLE 43 MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
           TABLE 44 MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.2 ASIA PACIFIC
           FIGURE 46 ASIA PACIFIC: MINING AUTOMATION MARKET SNAPSHOT
           FIGURE 47 AUSTRALIA TO ACCOUNT FOR LARGEST SHARE OF MINING AUTOMATION MARKET IN ASIA PACIFIC DURING FORECAST PERIOD
           TABLE 45 ASIA PACIFIC: MINING AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
           TABLE 46 ASIA PACIFIC: MINING AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
           TABLE 47 CHINA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 48 CHINA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 49 INDIA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 50 INDIA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 51 AUSTRALIA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 52 AUSTRALIA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 53 REST OF ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 54 REST OF ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 55 ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 56 ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 57 ASIA PACIFIC: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018–2021 (USD MILLION)
           TABLE 58 ASIA PACIFIC: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022–2027 (USD MILLION)
           9.2.1 AUSTRALIA
                    9.2.1.1 Increasing number of automation-driven mines to favor market
           9.2.2 CHINA
                    9.2.2.1 Favorable policy framework to drive market
           9.2.3 INDIA
                    9.2.3.1 Increasing focus of government on enhancing potential of mining sector to support market
           9.2.4 REST OF ASIA PACIFIC
    9.3 EUROPE
           FIGURE 48 EUROPE: MINING AUTOMATION MARKET SNAPSHOT
           FIGURE 49 TURKEY TO REGISTER HIGHEST CAGR IN MINING AUTOMATION MARKET IN EUROPE DURING FORECAST PERIOD
           TABLE 59 EUROPE: MINING AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
           TABLE 60 EUROPE: MINING AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
           TABLE 61 TURKEY: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 62 TURKEY: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 63 SWEDEN: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 64 SWEDEN: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 65 REST OF EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 66 REST OF EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 67 EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 68 EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 69 EUROPE: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018–2021 (USD MILLION)
           TABLE 70 EUROPE: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022–2027 (USD MILLION)
           9.3.1 TURKEY
                    9.3.1.1 Increasing exploration activities to spur market
           9.3.2 SWEDEN
                    9.3.2.1 Adoption of automated solutions by mining companies to boost market
           9.3.3 REST OF EUROPE
    9.4 NORTH AMERICA
           FIGURE 50 NORTH AMERICA: MINING AUTOMATION MARKET SNAPSHOT
           TABLE 71 NORTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
           TABLE 72 NORTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
           TABLE 73 US: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 74 US: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 75 CANADA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 76 CANADA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 77 MEXICO: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 78 MEXICO: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 79 NORTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 80 NORTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 81 NORTH AMERICA: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018–2021 (USD MILLION)
           TABLE 82 NORTH AMERICA: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022–2027 (USD MILLION)
           FIGURE 51 MEXICO EXPECTED TO LEAD MINING AUTOMATION MARKET IN NORTH AMERICA DURING FORECAST PERIOD
           9.4.1 US
                    9.4.1.1 Increasing focus on improving mining productivity to drive mining automation market
           9.4.2 CANADA
                    9.4.2.1 Presence of major mining companies to augment market
           9.4.3 MEXICO
                    9.4.3.1 Increasing mineral exports and conducive mining environment to accelerate market
    9.5 REST OF THE WORLD
           FIGURE 52 MIDDLE EAST & AFRICA TO REGISTER HIGHER CAGR IN MINING AUTOMATION MARKET IN REST OF THE WORLD
           FIGURE 53 SOUTH AFRICA TO REGISTER HIGHEST CAGR IN MINING AUTOMATION MARKET IN MIDDLE EAST & AFRICA DURING FORECAST PERIOD
           FIGURE 54 CONGO TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
           TABLE 83 REST OF THE WORLD: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
           TABLE 84 REST OF THE WORLD: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
           TABLE 85 SOUTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
           TABLE 86 SOUTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
           TABLE 87 MIDDLE EAST & AFRICA: MINING AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
           TABLE 88 MIDDLE EAST & AFRICA: MINING AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
           TABLE 89 OTHER AFRICAN COUNTRIES: MINING AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
           TABLE 90 OTHER AFRICAN COUNTRIES: MINING AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
           TABLE 91 SOUTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 92 SOUTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 93 MIDDLE EAST: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD THOUSAND)
           TABLE 94 MIDDLE EAST: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD THOUSAND)
           TABLE 95 AFRICA: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 96 AFRICA: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 97 REST OF THE WORLD: MINING AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
           TABLE 98 REST OF THE WORLD: MINING AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
           TABLE 99 REST OF THE WORLD: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018–2021 (USD MILLION)
           TABLE 100 REST OF THE WORLD: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022–2027 (USD MILLION)
           9.5.1 SOUTH AMERICA
                    9.5.1.1 Bolivia
                               9.5.1.1.1 Favorable mining policies to boost market
                    9.5.1.2 Peru
                               9.5.1.2.1 Increasing investments from mining companies to induce demand for automation technologies
                    9.5.1.3 Chile
                               9.5.1.3.1 Increasing lithium extraction activities to offer opportunities for market players
                    9.5.1.4 Others
           9.5.2 MIDDLE EAST
                    9.5.2.1 Government focus on developing mining sector to support market
           9.5.3 AFRICA
                    9.5.3.1 South Africa
                               9.5.3.1.1 Surging demand for remote-controlled and unmanned vehicles to drive market
                    9.5.3.2 Other African countries
                               9.5.3.2.1 Congo
                               9.5.3.2.2 Ghana
                               9.5.3.2.3 Nigeria

10 COMPETITIVE LANDSCAPE (Page No. - 151)
     10.1 INTRODUCTION
             TABLE 101 KEY STRATEGIES ADOPTED IN MINING AUTOMATION MARKET (2021–2022)
     10.2 REVENUE ANALYSIS OF TOP FIVE PLAYERS
             FIGURE 55 TOP FIVE PLAYERS IN MINING AUTOMATION MARKET, 2017–2021
     10.3 MARKET SHARE ANALYSIS
             TABLE 102 MINING AUTOMATION MARKET: MARKET SHARE OF KEY COMPANIES
     10.4 COMPANY EVALUATION QUADRANT, 2021
             10.4.1 STARS
             10.4.2 EMERGING LEADERS
             10.4.3 PERVASIVE PLAYERS
             10.4.4 PARTICIPANTS
                        FIGURE 56 MINING AUTOMATION MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
     10.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT, 2021
             10.5.1 PROGRESSIVE COMPANIES
             10.5.2 RESPONSIVE COMPANIES
             10.5.3 DYNAMIC COMPANIES
             10.5.4 STARTING BLOCKS
                        FIGURE 57 MINING AUTOMATION MARKET (GLOBAL): SME EVALUATION QUADRANT, 2021
     10.6 MINING AUTOMATION MARKET: COMPANY FOOTPRINT
             TABLE 103 EQUIPMENT: COMPANY FOOTPRINT
             TABLE 104 SOFTWARE: COMPANY FOOTPRINT
             TABLE 105 REGION: COMPANY FOOTPRINT
     10.7 COMPETITIVE BENCHMARKING
             TABLE 106 MINING AUTOMATION MARKET: DETAILED LIST OF KEY STARTUPS/SMES
             TABLE 107 MINING AUTOMATION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
     10.8 COMPETITIVE SCENARIOS AND TRENDS
             10.8.1 PRODUCT LAUNCHES
                        TABLE 108 MINING AUTOMATION MARKET: PRODUCT LAUNCHES, FEBRUARY 2021–SEPTEMBER 2022
             10.8.2 DEALS
                        TABLE 109 MINING AUTOMATION MARKET: DEALS, MAY 2021–JULY 2022
             10.8.3 OTHERS
                        TABLE 110 MINING AUTOMATION MARKET: OTHERS, SEPTEMBER 2021–AUGUST 2022

11 COMPANY PROFILES (Page No. - 174)
(Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)* 
     11.1 KEY PLAYERS
             11.1.1 CATERPILLAR
                        TABLE 111 CATERPILLAR: BUSINESS OVERVIEW
                        FIGURE 58 CATERPILLAR: COMPANY SNAPSHOT
                        TABLE 112 CATERPILLAR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 113 CATERPILLAR: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 114 CATERPILLAR: DEALS
             11.1.2 KOMATSU
                        TABLE 115 KOMATSU: BUSINESS OVERVIEW
                        FIGURE 59 KOMATSU: COMPANY SNAPSHOT
                        TABLE 116 KOMATSU: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 117 KOMATSU: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 118 KOMATSU: DEALS
                        TABLE 119 KOMATSU: OTHERS
             11.1.3 SANDVIK AB
                        TABLE 120 SANDVIK AB: BUSINESS OVERVIEW
                        FIGURE 60 SANDVIK AB: COMPANY SNAPSHOT
                        TABLE 121 SANDVIK AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 122 SANDVIK AB: DEALS
             11.1.4 EPIROC AB
                        TABLE 123 EPIROC AB: BUSINESS OVERVIEW
                        FIGURE 61 EPIROC AB: COMPANY SNAPSHOT
                        TABLE 124 EPIROC AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 125 EPIROC AB: DEALS
             11.1.5 HEXAGON AB
                        TABLE 126 HEXAGON AB: BUSINESS OVERVIEW
                        FIGURE 62 HEXAGON AB: COMPANY SNAPSHOT
                        TABLE 127 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 128 HEXAGON AB: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 129 HEXAGON AB: DEALS
             11.1.6 HITACHI
                        TABLE 130 HITACHI: BUSINESS OVERVIEW
                        FIGURE 63 HITACHI: COMPANY SNAPSHOT
                        TABLE 131 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 132 HITACHI: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 133 HITACHI: DEALS
             11.1.7 RPMGLOBAL
                        TABLE 134 RPMGLOBAL: BUSINESS OVERVIEW
                        FIGURE 64 RPMGLOBAL: COMPANY SNAPSHOT
                        TABLE 135 RPMGLOBAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 136 RPMGLOBAL: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 137 RPMGLOBAL: DEALS
                        TABLE 138 RPMGLOBAL: OTHERS
             11.1.8 TRIMBLE INC.
                        TABLE 139 TRIMBLE INC.: BUSINESS OVERVIEW
                        FIGURE 65 TRIMBLE INC.: COMPANY SNAPSHOT
                        TABLE 140 TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 141 TRIMBLE INC.: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 142 TRIMBLE INC.: DEALS
             11.1.9 ROCKWELL AUTOMATION, INC.
                        TABLE 143 ROCKWELL AUTOMATION, INC.: BUSINESS OVERVIEW
                        FIGURE 66 ROCKWELL AUTOMATION, INC.: COMPANY SNAPSHOT
                        TABLE 144 ROCKWELL AUTOMATION, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             11.1.10 SIEMENS
                        TABLE 145 SIEMENS: BUSINESS OVERVIEW
                        FIGURE 67 SIEMENS: COMPANY SNAPSHOT
                        TABLE 146 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 147 SIEMENS: DEALS
             11.1.11 LIEBHERR GROUP
                        TABLE 148 LIEBHERR GROUP: BUSINESS OVERVIEW
                        FIGURE 68 LIEBHERR GROUP: COMPANY SNAPSHOT
                        TABLE 149 LIEBHERR GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 150 LIEBHERR GROUP: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 151 LIEBHERR GROUP: DEALS
                        TABLE 152 LIEBHERR GROUP: OTHERS
             11.1.12 SANY GROUP
                        TABLE 153 SANY GROUP: BUSINESS OVERVIEW
                        FIGURE 69 SANY GROUP: COMPANY SNAPSHOT
                        TABLE 154 SANY GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 155 SANY GROUP: PRODUCT LAUNCHES AND DEVELOPMENTS
                        TABLE 156 SANY GROUP: DEALS
                        TABLE 157 SANY GROUP: OTHERS
             11.1.13 AUTONOMOUS SOLUTIONS INC.
                        TABLE 158 AUTONOMOUS SOLUTIONS INC.: BUSINESS OVERVIEW
                        TABLE 159 AUTONOMOUS SOLUTIONS INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 160 AUTONOMOUS SOLUTIONS INC.: DEALS
             11.1.14 AB VOLVO
                        TABLE 161 AB VOLVO: BUSINESS OVERVIEW
                        FIGURE 70 AB VOLVO: COMPANY SNAPSHOT
                        TABLE 162 AB VOLVO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             11.1.15 SYMBOTICWARE INC.
                        TABLE 163 SYMBOTICWARE INC.: BUSINESS OVERVIEW
                        TABLE 164 SYMBOTICWARE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
     11.2 OTHER PLAYERS
             11.2.1 MICROMINE
                        TABLE 165 MICROMINE: COMPANY OVERVIEW
             11.2.2 REMOTE CONTROL TECHNOLOGIES (RCT)
                        TABLE 166 REMOTE CONTROL TECHNOLOGIES (RCT): COMPANY OVERVIEW
             11.2.3 REUTECH MINING
                        TABLE 167 REUTECH MINING: COMPANY OVERVIEW
             11.2.4 AAMCOR LLC
                        TABLE 168 AAMCOR LLC: COMPANY OVERVIEW
             11.2.5 3D-P
                        TABLE 169 3D-P: COMPANY OVERVIEW
             11.2.6 CR MINING
                        TABLE 170 CR MINING: COMPANY OVERVIEW
             11.2.7 ATDI
                        TABLE 171 ATDI: COMPANY OVERVIEW
             11.2.8 CIGEN
                        TABLE 172 CIGEN: COMPANY OVERVIEW
             11.2.9 GROUNDHOG
                        TABLE 173 GROUNDHOG: COMPANY OVERVIEW
             11.2.10 HAULTRAX
                        TABLE 174 HAULTRAX: COMPANY OVERVIEW
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, MnM view (Key strengths/Right to win, Strategic choices made, Weakness/competitive threats)* might not be captured in case of unlisted companies. 

12 ADJACENT & RELATED MARKETS (Page No. - 232)
     12.1 INTRODUCTION
     12.2 LIMITATIONS
     12.3 SMART FACTORY MARKET, BY REGION
             12.3.1 INTRODUCTION
     12.4 ASIA PACIFIC
             TABLE 175 ASIA PACIFIC: SMART FACTORY MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
             TABLE 176 ASIA PACIFIC: SMART FACTORY MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             TABLE 177 ASIA PACIFIC: SMART FACTORY MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
             TABLE 178 ASIA PACIFIC: SMART FACTORY MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
             TABLE 179 ASIA PACIFIC: SMART FACTORY MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
             TABLE 180 ASIA PACIFIC: SMART FACTORY MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
             12.4.1 CHINA
                        12.4.1.1 Increasing labor costs in China leading to adoption of advanced automation solutions
             12.4.2 JAPAN
                        12.4.2.1 Ongoing developments in smart manufacturing processes to boost market growth
             12.4.3 INDIA
                        12.4.3.1 Make in India campaign to encourage adoption of automation solutions in manufacturing industry
             12.4.4 REST OF ASIA PACIFIC

13 APPENDIX (Page No. - 238)
     13.1 INSIGHTS FROM INDUSTRY EXPERTS
     13.2 DISCUSSION GUIDE
     13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     13.4 CUSTOMIZATION OPTIONS
     13.5 RELATED REPORTS