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Report
Mining Automation Market by Offering (Equipment (Autonomous Hauling/Mining Truck, Autonomous Drilling Rig), Software (Remote Operating and Monitoring System), Communication Systems), Technique, Workflow, Region - Global Forecast to 2027
Market Report I 2022-11-09 I 238 Pages I MarketsandMarkets
The mining automation market size is expected to grow from USD 3.1 billion in 2022 to USD 4.2 billion by 2027; it is expected to grow at a CAGR of 6.3% from 2022 to 2027. The key factors driving the growth of the mining automation market are increasing number of government initiatives to attract foreign investments and promoting mining automation, increasing integration of technologies such as IoT and AI with various mining automation equipment and software, and growing digital transformation of global mining industry. Growing demand for metals, minerals, coal, and ores, among others in various process and discrete industries is another major factor contributing to the growth of the mining automation market.
"Mining equipment held the largest share of the market while communication systems are projected to register the highest growth rate during the forecast period"
Mining equipment such as autonomous hauling trucks have their own wireless network that helps in transmitting the data generated from the truck for remote condition monitoring. The wireless network is also used to receive commands related to target course, speed, and dumping spots from the supervisory control unit. With the introduction of modern tunneling equipment such as tunnel boring machines (TBMs), tunneling jumbos, and road headers, the task of mining companies became easier and economical. However, communication systems are expected to grow at the highest growth rate during the review period. The wireless communication system is being increasingly deployed by mining companies owing to its rugged nature, ease of installation, and low cost of maintenance.
"Underground mining technique accounted for the dominating share of the market in 2021"
Some of the most common types of underground mining techniques are room and pillar mining, cut-and-fill stopping, longwall mining, shaft mining, and slope mining. In room and pillar mining, the roof of the mine is supported by rock pillars spaced out at regular intervals from where the ore is mined. Cut-and-fill stopping is used in vertical stops and in mining high-grade irregular ore bodies. Many end-user industries such as automotive, construction, oil & gas, and energy & power are witnessing rising demand for application of metals, minerals, coal, ores, and others, thereby driving underground mining activities worldwide. Furthermore, as underground mining is significantly more dangerous than surface mining due to potential dangers such as collapse, the release of toxic gases, and the lack of proper ventilation, there is a growing demand for automated mining equipment for underground mining activities.
"Asia Pacific accounted for the largest share of the mining automation market in 2021 while the rest of the world (RoW) is projected to register the highest growth rate during the review period"
The dense population and the growth in per capita income in Asia Pacific, along with large-scale industrialization and urbanization, are driving the growth of process and discrete industries in this region, which in turn are driving the demand for metals, coal, minerals, and ores etc. This rising demand for metals and ores is in turn driving the mining automation market in the Asia Pacific region. In Vietnam, the demand for minerals in the domestic and foreign markets is witnessing a steady growth. Moreover, supportive policy framework in the region are promoting the growth of the mining automation market. For instance, over the last decade, the Indonesian Government has continued to develop the detail of the new mining regulatory regime and has incorporated new laws for enhancing the potential of the mining sector in the country. However, RoW is projected to register the highest growth during the review period. RoW comprises of South America and Middle East & Africa. Major mining countries in South America include Bolivia, Peru, Chile, and others (Argentina and Brazil). Mining is one of the most productive sectors in the South American region, having a significant share in the GDP of South American countries. About one-fifth of the world's iron ore reserves are in South America, major beds being in Brazil and Venezuela. Similarly, there is an abundance of non-ferrous metals in South America. In South America, mining companies have been slowly increasing their investments in the region and have started implementing advanced automation technologies in their mining operations. Similarly, in Bolivia, the new mining policy allows mining companies to enter the Bolivian mining sector either by a joint venture or leasing contract. Allowing foreign investments has significantly improved the growth of the Bolivian mining industry.
Major players operating in the mining automation market include Caterpillar (US), Hexagon AB (Sweden), Epiroc AB (Sweden), Komatsu (Japan), Sandvik AB (Sweden), Liebherr Group (Switzerland), SANY Group (China), RPMGlobal (Australia), Rockwell Automation, Inc. (US), and Siemens (Germany), among others.
Research Coverage:
The research report on the global mining automation market covers the market based on offering, technique, workflow, and region. Based on offering, the mining automation market is segmented into equipment (autonomous hauling/mining trucks, autonomous drilling rigs, underground LHD loaders, tunnelling equipment, smart ventilation systems, pumping stations, and others (hybrid shovels, total stations, mining dozers, wheel loaders, and mining excavators)), software (remote operating and monitoring systems, proximity detection and collision avoidance systems, workforce management systems, data management solutions, fleet management systems, air quality & temperature monitoring systems, and others (asset tracking and payload monitoring systems)), and communication system (wireless mesh networks, navigation systems, and RFID tags). Based on technique, the mining automation market is segregated into surface mining and underground mining. Based on workflow, the mining automation market is segregated into mine development, mining process, and mine maintenance. The report covers four major regions, namely, North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW).
Key Benefits of Buying the Report:
This report segments the mining automation market comprehensively and provides the closest approximations of the overall market size, as well as that of the subsegments across different offering, technique, workflow, and region.
The report helps stakeholders understand the pulse of the market, and expected market scenario and provides information on key market drivers, restraints, challenges, and opportunities.
1 INTRODUCTION 32
1.1 STUDY OBJECTIVES 32
1.2 MARKET DEFINITION 32
1.3 INCLUSIONS AND EXCLUSIONS 33
TABLE 1 MINING AUTOMATION MARKET: INCLUSIONS AND EXCLUSIONS 33
1.4 STUDY SCOPE 33
1.4.1 MARKETS COVERED 33
FIGURE 1 MINING AUTOMATION MARKET: SEGMENTATION 33
FIGURE 2 MINING AUTOMATION MARKET: REGIONAL SCOPE 34
1.4.2 YEARS CONSIDERED 34
1.5 CURRENCY CONSIDERED 35
1.6 LIMITATIONS 35
1.7 MARKET STAKEHOLDERS 35
1.8 SUMMARY OF CHANGES 36
2 RESEARCH METHODOLOGY 37
2.1 RESEARCH DATA 37
FIGURE 3 MINING AUTOMATION MARKET: RESEARCH DESIGN 37
2.1.1 SECONDARY AND PRIMARY RESEARCH 38
2.1.2 SECONDARY DATA 39
2.1.2.1 Major secondary sources 39
2.1.2.2 Key data from secondary sources 39
2.1.3 PRIMARY DATA 40
2.1.3.1 Primary interviews with experts 40
2.1.3.2 Key data from primary sources 40
2.1.3.3 Key insights 41
2.1.3.4 Breakdown of primaries 41
2.2 MARKET SIZE ESTIMATION 41
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE GENERATED BY COMPANIES FROM SALES OF MINING AUTOMATION PRODUCTS 42
2.2.1 BOTTOM-UP APPROACH 43
2.2.1.1 Arriving at market size through bottom-up approach (demand side) 43
FIGURE 5 BOTTOM-UP APPROACH 43
2.2.2 TOP-DOWN APPROACH 44
2.2.2.1 Arriving at market size through top-down approach (supply side) 44
FIGURE 6 TOP-DOWN APPROACH 44
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 45
FIGURE 7 MARKET BREAKDOWN AND DATA TRIANGULATION 45
2.4 ASSUMPTIONS 46
FIGURE 8 ASSUMPTIONS FOR RESEARCH STUDY 46
2.5 LIMITATIONS AND RISK ASSESSMENT 46
TABLE 2 LIMITATIONS AND ASSOCIATED RISKS 46
3 EXECUTIVE SUMMARY 48
FIGURE 9 EQUIPMENT SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 49
FIGURE 10 UNDERGROUND MINING TECHNIQUE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD 49
FIGURE 11 MINE DEVELOPMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 50
FIGURE 12 ASIA PACIFIC HELD LARGEST SHARE OF MINING AUTOMATION MARKET IN 2021 50
4 PREMIUM INSIGHTS 52
4.1 ATTRACTIVE OPPORTUNITIES FOR MINING AUTOMATION MARKET PLAYERS 52
FIGURE 13 INCREASING NEED FOR WORKER SAFETY AND NEED TO ACHIEVE REDUCTION IN OPERATING COSTS TO DRIVE MINING AUTOMATION MARKET 52
4.2 MINING AUTOMATION MARKET, BY OFFERING 52
FIGURE 14 COMMUNICATION SYSTEMS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 52
4.3 MINING AUTOMATION MARKET, BY TECHNIQUE 53
FIGURE 15 UNDERGROUND MINING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 53
4.4 MINING AUTOMATION MARKET, BY WORKFLOW 53
FIGURE 16 MINE DEVELOPMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 53
4.5 MINING AUTOMATION MARKET, BY GEOGRAPHY 54
FIGURE 17 AUSTRALIA HELD LARGEST SHARE OF MINING AUTOMATION MARKET IN 2021 54
5 MARKET OVERVIEW 55
5.1 INTRODUCTION 55
5.2 MARKET DYNAMICS 55
FIGURE 18 MINING AUTOMATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 56
5.2.1 DRIVERS 56
5.2.1.1 Intensifying need to improve worker safety in mines 56
5.2.1.2 Growing requirement to increase productivity in mining operations 57
5.2.1.3 Rising focus on reducing operating costs 57
5.2.1.4 Surging demand for fleet management systems 57
FIGURE 19 ANALYSIS OF IMPACT OF DRIVERS ON MINING AUTOMATION MARKET 58
5.2.2 RESTRAINTS 58
5.2.2.1 Depletion of natural resources 58
5.2.2.2 Negative impact of automated mining on host countries 59
FIGURE 20 ANALYSIS OF IMPACT OF RESTRAINTS ON MINING AUTOMATION MARKET 59
5.2.3 OPPORTUNITIES 59
5.2.3.1 Digital transformation of global mining industry 59
5.2.3.2 Evolution of smart connected mines 60
FIGURE 21 ANALYSIS OF IMPACT OF OPPORTUNITIES ON MINING AUTOMATION MARKET 61
5.2.4 CHALLENGES 61
5.2.4.1 Integrating information technology with operational technology 61
5.2.4.2 Rising protests by local communities for stricter environmental laws against mining 62
5.2.4.3 Lack of skilled personnel to operate automated mining equipment 62
FIGURE 22 ANALYSIS OF IMPACT OF CHALLENGES ON MINING AUTOMATION MARKET 63
5.3 VALUE CHAIN ANALYSIS 63
FIGURE 23 VALUE CHAIN ANALYSIS 63
5.4 ECOSYSTEM ANALYSIS 65
FIGURE 24 MINING MARKET: ECOSYSTEM 65
TABLE 3 COMPANIES AND THEIR ROLE IN MINING AUTOMATION ECOSYSTEM 65
5.5 PRICING ANALYSIS 66
5.5.1 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS 67
FIGURE 25 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS 67
TABLE 4 AVERAGE SELLING PRICE OF EQUIPMENT OFFERED BY KEY PLAYERS 67
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 68
FIGURE 26 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 68
5.7 TECHNOLOGY ANALYSIS 68
5.7.1 ARTIFICIAL INTELLIGENCE (AI) 68
5.7.2 DIGITAL TWIN 69
5.7.3 INTERNET OF THINGS (IOT) 69
5.7.4 SATCOM 69
5.7.5 CLOUD COMPUTING 70
5.8 PORTER'S FIVE FORCES ANALYSIS 70
TABLE 5 MINING AUTOMATION MARKET: PORTER'S FIVE FORCES ANALYSIS 70
5.8.1 THREAT OF NEW ENTRANTS 70
5.8.2 THREAT OF SUBSTITUTES 71
5.8.3 BARGAINING POWER OF SUPPLIERS 71
5.8.4 BARGAINING POWER OF BUYERS 71
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 71
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 72
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 72
FIGURE 27 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY OFFERING 72
TABLE 6 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY OFFERING (%) 72
5.9.2 BUYING CRITERIA 72
FIGURE 28 KEY BUYING CRITERIA FOR MINING INDUSTRY 73
TABLE 7 KEY BUYING CRITERIA FOR MINING INDUSTRY 73
5.10 CASE STUDY ANALYSIS 73
5.10.1 ARRIUM MINING USES ROCKWELL AUTOMATION'S CONTROL SYSTEM AND VISUALIZATION SOLUTIONS IN ITS IRON KNOB MINE 73
5.10.2 BOLIDEN CHOSE KOMATSU TO INTRODUCE AUTOMATED HAULAGE AT SWEDISH MINE 74
5.10.3 RIO TINTO USES ROCKWELL AUTOMATION'S FACTORYTALK SUITE TO IMPROVE TRANSPARENCY OF MINING OPERATIONS 74
5.10.4 BARRICK GOLD USES SANDVIK AB'S MINING EQUIPMENT IN ITS VELADERO GOLD MINE IN ARGENTINA 74
5.10.5 RIO TINTO CHOSE CATERPILLAR TO CREATE CONNECTED VALUE CHAIN IN ITS GUDAI-DARRI MINE 75
5.11 TRADE ANALYSIS 75
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) 75
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) 76
5.12 PATENT ANALYSIS 76
FIGURE 31 NO. OF PATENTS GRANTED PER YEAR FROM 2012 TO 2021 77
FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 77
TABLE 8 TOP 20 PATENT OWNERS IN LAST 10 YEARS 78
5.12.1 LIST OF MAJOR PATENTS 79
5.13 KEY CONFERENCES & EVENTS, 2022-2023 81
TABLE 9 MINING AUTOMATION MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 81
5.14 REGULATION & STANDARDS 82
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83
TABLE 13 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
5.14.2 STANDARDS 84
TABLE 14 MAJOR STANDARDS FOR MINING MACHINERY 85
6 MINING AUTOMATION MARKET, BY OFFERING 86
6.1 INTRODUCTION 87
FIGURE 33 MINING AUTOMATION MARKET, BY OFFERING 87
TABLE 15 MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 88
TABLE 16 MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 88
FIGURE 34 COMMUNICATION SYSTEMS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 88
6.2 EQUIPMENT 89
FIGURE 35 MINING AUTOMATION MARKET, BY EQUIPMENT 89
TABLE 17 MINING AUTOMATION MARKET, BY EQUIPMENT, 2018-2021 (USD MILLION) 90
TABLE 18 MINING AUTOMATION MARKET, BY EQUIPMENT, 2022-2027 (USD MILLION) 90
FIGURE 36 AUTONOMOUS DRILLING RIGS TO ACCOUNT FOR LARGEST SIZE OF MINING AUTOMATION MARKET DURING FORECAST PERIOD 91
6.2.1 AUTONOMOUS HAULING/MINING TRUCKS 91
6.2.1.1 Automate hauling operations 91
6.2.2 AUTONOMOUS DRILLING RIGS 92
6.2.2.1 Autonomously drill holes and simultaneously collect production data 92
6.2.3 UNDERGROUND LHD LOADERS 92
6.2.3.1 Help to load and unload materials from transport vehicles 92
6.2.4 TUNNELING EQUIPMENT 93
6.2.4.1 Limit disturbance to surrounding ground and produce smooth tunnel wall 93
6.2.5 SMART VENTILATION SYSTEMS 93
6.2.5.1 Analyze information collected from various sensors to initiate mine-wide regulation of fresh air 93
6.2.6 PUMPING STATIONS 93
6.2.6.1 Help in disposal of accumulated water in mining sites 93
6.2.7 OTHERS 94
6.2.7.1 Hybrid shovels 94
6.2.7.2 Total stations 94
TABLE 19 EQUIPMENT: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 95
TABLE 20 EQUIPMENT: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 95
6.3 SOFTWARE 95
6.3.1 INTERFACE BETWEEN MINING EQUIPMENT AND OPERATORS 95
FIGURE 37 MINING AUTOMATION MARKET, BY SOFTWARE 96
TABLE 21 MINING AUTOMATION MARKET, BY SOFTWARE, 2018-2021 (USD MILLION) 96
TABLE 22 MINING AUTOMATION MARKET, BY SOFTWARE, 2022-2027 (USD MILLION) 97
TABLE 23 SOFTWARE: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 97
TABLE 24 SOFTWARE: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 98
FIGURE 38 ASIA PACIFIC TO ACCOUNT FOR LARGEST SHARE OF MINING AUTOMATION MARKET FOR SOFTWARE DURING FORECAST PERIOD 98
6.3.2 WORKFORCE MANAGEMENT SYSTEMS 99
6.3.2.1 Help in better shift management 99
6.3.3 PROXIMITY DETECTION AND COLLISION AVOIDANCE SYSTEMS 99
6.3.3.1 Help avoid mine fleet traffic incidents by detecting obstacles or machines in path of vehicles 99
6.3.4 AIR QUALITY AND TEMPERATURE MONITORING SYSTEMS 99
6.3.4.1 Monitor air quality and alert operators in case of deviation from normal air flow parameters 99
6.3.5 FLEET MANAGEMENT SYSTEMS 100
6.3.5.1 Provide real-time visibility to mining operators and facilitate remote monitoring of machine and vehicle fleets 100
6.3.6 REMOTE OPERATING AND MONITORING SYSTEMS 100
6.3.6.1 Help to increase efficiency in mining sites through continuous and round-the-clock analysis of real-time data 100
6.3.7 DATA MANAGEMENT SOLUTIONS 101
6.3.7.1 Used for validation, sorting, analysis, reporting, and classification of mining data 101
6.3.8 OTHERS 101
6.3.8.1 Asset tracking systems 101
6.3.8.2 Payload monitoring systems 101
6.4 COMMUNICATION SYSTEMS 102
FIGURE 39 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEM 102
6.4.1 WIRELESS MESH NETWORKS 102
6.4.1.1 Connect devices at mining sites 102
6.4.2 NAVIGATION SYSTEMS 103
6.4.2.1 Improve safety of autonomous vehicles on mining sites 103
6.4.3 RADIO-FREQUENCY IDENTIFICATION (RFID) TAGS 103
6.4.3.1 Enable tracking of equipment and personnel at mines 103
TABLE 25 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEMS, 2018-2021 (USD MILLION) 103
TABLE 26 MINING AUTOMATION MARKET, BY COMMUNICATION SYSTEMS, 2022-2027 (USD MILLION) 103
TABLE 27 COMMUNICATION SYSTEMS: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 104
TABLE 28 COMMUNICATION SYSTEMS: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 104
7 MINING AUTOMATION MARKET, BY TECHNIQUE 105
7.1 INTRODUCTION 106
FIGURE 40 MINING AUTOMATION MARKET, BY TECHNIQUE 106
7.2 SURFACE MINING TECHNIQUE 106
7.2.1 USED TO EXTRACT MINERALS AND ORES CLOSE TO EARTH'S SURFACE 106
7.3 UNDERGROUND MINING TECHNIQUE 107
7.3.1 USED TO EXTRACT MINERALS AND ORES BURIED DEEP UNDER EARTH'S CRUST 107
FIGURE 41 UNDERGROUND MINING SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 107
TABLE 29 MINING AUTOMATION MARKET, BY TECHNIQUE, 2018-2021 (USD MILLION) 108
TABLE 30 MINING AUTOMATION MARKET, BY TECHNIQUE, 2022-2027 (USD MILLION) 108
TABLE 31 UNDERGROUND MINING: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 108
TABLE 32 UNDERGROUND MINING: MINING AUTOMATION MARKET: BY REGION, 2022-2027 (USD MILLION) 109
TABLE 33 SURFACE MINING: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 109
TABLE 34 SURFACE MINING: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 109
8 MINING AUTOMATION MARKET, BY WORKFLOW 110
8.1 INTRODUCTION 111
FIGURE 42 MINING AUTOMATION MARKET, BY WORKFLOW 111
FIGURE 43 MINE DEVELOPMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 111
TABLE 35 MINING AUTOMATION MARKET, BY WORKFLOW, 2018-2021 (USD MILLION) 112
TABLE 36 MINING AUTOMATION MARKET, BY WORKFLOW, 2022-2027 (USD MILLION) 112
8.2 MINE DEVELOPMENT 112
TABLE 37 MINE DEVELOPMENT: MINING AUTOMATION MARKET, BY MINE DEVELOPMENT PROCESS, 2018-2021 (USD MILLION) 112
TABLE 38 MINE DEVELOPMENT: MINING AUTOMATION MARKET, BY MINE DEVELOPMENT PROCESS, 2022-2027 (USD MILLION) 113
8.2.1 TUNNEL BORING 113
8.2.1.1 Used to construct tunnels for underground mines 113
8.2.2 CONSTRUCTION OF ACCESS ROADS 113
8.2.2.1 Help to develop strong roads for heavy mining vehicles 113
8.2.3 SITE PREPARATION AND CLEARING 114
8.2.3.1 Involves construction of mining facilities 114
8.3 MINING PROCESS 114
FIGURE 44 AUTONOMOUS HAULAGE SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 114
TABLE 39 MINING PROCESS: MINING AUTOMATION MARKET, BY MINING PROCESS, 2018-2021 (USD MILLION) 115
TABLE 40 MINING PROCESS: MINING AUTOMATION MARKET, BY MINING PROCESS, 2022-2027 (USD MILLION) 115
8.3.1 AUTONOMOUS HAULAGE 115
8.3.1.1 Improves safety and productivity and reduces maintenance cost and downtime 115
8.3.2 AUTOMATED DRILLING 116
8.3.2.1 Rising focus on minimizing mine accidents to create demand for automated drilling 116
8.4 MINE MAINTENANCE 116
TABLE 41 MINE MAINTENANCE: MINING AUTOMATION MARKET, BY MINE MAINTENANCE PROCESS 2018-2021 (USD MILLION) 116
TABLE 42 MINE MAINTENANCE: MINING AUTOMATION MARKET, BY MINE MAINTENANCE PROCESS 2022-2027 (USD MILLION) 116
8.4.1 HEATING, VENTILATION, AND REFRIGERATION (HVAC) 117
8.4.1.1 Improve ventilation at mine sites 117
8.4.2 MINE DEWATERING 117
8.4.2.1 Help in disposal of excess water at mine sites 117
9 MINING AUTOMATION MARKET, BY REGION 118
9.1 INTRODUCTION 119
FIGURE 45 MINING AUTOMATION MARKET IN INDIA EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 119
TABLE 43 MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 119
TABLE 44 MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 120
9.2 ASIA PACIFIC 120
FIGURE 46 ASIA PACIFIC: MINING AUTOMATION MARKET SNAPSHOT 121
FIGURE 47 AUSTRALIA TO ACCOUNT FOR LARGEST SHARE OF MINING AUTOMATION MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 122
TABLE 45 ASIA PACIFIC: MINING AUTOMATION MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 122
TABLE 46 ASIA PACIFIC: MINING AUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 122
TABLE 47 CHINA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 123
TABLE 48 CHINA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 123
TABLE 49 INDIA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 123
TABLE 50 INDIA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 123
TABLE 51 AUSTRALIA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 124
TABLE 52 AUSTRALIA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 124
TABLE 53 REST OF ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 124
TABLE 54 REST OF ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 124
TABLE 55 ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 125
TABLE 56 ASIA PACIFIC: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 125
TABLE 57 ASIA PACIFIC: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018-2021 (USD MILLION) 125
TABLE 58 ASIA PACIFIC: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022-2027 (USD MILLION) 125
9.2.1 AUSTRALIA 126
9.2.1.1 Increasing number of automation-driven mines to favor market 126
9.2.2 CHINA 126
9.2.2.1 Favorable policy framework to drive market 126
9.2.3 INDIA 127
9.2.3.1 Increasing focus of government on enhancing potential of mining sector to support market 127
9.2.4 REST OF ASIA PACIFIC 127
9.3 EUROPE 128
FIGURE 48 EUROPE: MINING AUTOMATION MARKET SNAPSHOT 128
FIGURE 49 TURKEY TO REGISTER HIGHEST CAGR IN MINING AUTOMATION MARKET IN EUROPE DURING FORECAST PERIOD 129
TABLE 59 EUROPE: MINING AUTOMATION MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 129
TABLE 60 EUROPE: MINING AUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 129
TABLE 61 TURKEY: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 130
TABLE 62 TURKEY: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 130
TABLE 63 SWEDEN: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 130
TABLE 64 SWEDEN: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 130
TABLE 65 REST OF EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 131
TABLE 66 REST OF EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 131
TABLE 67 EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 131
TABLE 68 EUROPE: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 131
TABLE 69 EUROPE: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018-2021 (USD MILLION) 132
TABLE 70 EUROPE: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022-2027 (USD MILLION) 132
9.3.1 TURKEY 132
9.3.1.1 Increasing exploration activities to spur market 132
9.3.2 SWEDEN 132
9.3.2.1 Adoption of automated solutions by mining companies to boost market 132
9.3.3 REST OF EUROPE 133
9.4 NORTH AMERICA 133
FIGURE 50 NORTH AMERICA: MINING AUTOMATION MARKET SNAPSHOT 134
TABLE 71 NORTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 134
TABLE 72 NORTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 135
TABLE 73 US: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 135
TABLE 74 US: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 135
TABLE 75 CANADA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 135
TABLE 76 CANADA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 136
TABLE 77 MEXICO: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 136
TABLE 78 MEXICO: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 136
TABLE 79 NORTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 136
TABLE 80 NORTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 137
TABLE 81 NORTH AMERICA: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018-2021 (USD MILLION) 137
TABLE 82 NORTH AMERICA: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022-2027 (USD MILLION) 137
FIGURE 51 MEXICO EXPECTED TO LEAD MINING AUTOMATION MARKET IN NORTH AMERICA DURING FORECAST PERIOD 137
9.4.1 US 138
9.4.1.1 Increasing focus on improving mining productivity to drive mining automation market 138
9.4.2 CANADA 138
9.4.2.1 Presence of major mining companies to augment market 138
9.4.3 MEXICO 139
9.4.3.1 Increasing mineral exports and conducive mining environment to accelerate market 139
9.5 REST OF THE WORLD 139
FIGURE 52 MIDDLE EAST & AFRICA TO REGISTER HIGHER CAGR IN MINING AUTOMATION MARKET IN REST OF THE WORLD 139
FIGURE 53 SOUTH AFRICA TO REGISTER HIGHEST CAGR IN MINING AUTOMATION MARKET IN MIDDLE EAST & AFRICA DURING FORECAST PERIOD 140
FIGURE 54 CONGO TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 140
TABLE 83 REST OF THE WORLD: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 140
TABLE 84 REST OF THE WORLD: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 141
TABLE 85 SOUTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 141
TABLE 86 SOUTH AMERICA: MINING AUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 141
TABLE 87 MIDDLE EAST & AFRICA: MINING AUTOMATION MARKET, BY REGION, 2018-2021 (USD MILLION) 141
TABLE 88 MIDDLE EAST & AFRICA: MINING AUTOMATION MARKET, BY REGION, 2022-2027 (USD MILLION) 142
TABLE 89 OTHER AFRICAN COUNTRIES: MINING AUTOMATION MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 142
TABLE 90 OTHER AFRICAN COUNTRIES: MINING AUTOMATION MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 142
TABLE 91 SOUTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 143
TABLE 92 SOUTH AMERICA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 143
TABLE 93 MIDDLE EAST: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD THOUSAND) 143
TABLE 94 MIDDLE EAST: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD THOUSAND) 143
TABLE 95 AFRICA: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 144
TABLE 96 AFRICA: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 144
TABLE 97 REST OF THE WORLD: MINING AUTOMATION MARKET, BY OFFERING, 2018-2021 (USD MILLION) 144
TABLE 98 REST OF THE WORLD: MINING AUTOMATION MARKET, BY OFFERING, 2022-2027 (USD MILLION) 144
TABLE 99 REST OF THE WORLD: MINING AUTOMATION MARKET, BY TECHNIQUE, 2018-2021 (USD MILLION) 145
TABLE 100 REST OF THE WORLD: MINING AUTOMATION MARKET, BY TECHNIQUE, 2022-2027 (USD MILLION) 145
9.5.1 SOUTH AMERICA 145
9.5.1.1 Bolivia 145
9.5.1.1.1 Favorable mining policies to boost market 145
9.5.1.2 Peru 146
9.5.1.2.1 Increasing investments from mining companies to induce demand for automation technologies 146
9.5.1.3 Chile 146
9.5.1.3.1 Increasing lithium extraction activities to offer opportunities for market players 146
9.5.1.4 Others 147
9.5.2 MIDDLE EAST 147
9.5.2.1 Government focus on developing mining sector to support market 147
9.5.3 AFRICA 148
9.5.3.1 South Africa 148
9.5.3.1.1 Surging demand for remote-controlled and unmanned vehicles to drive market 148
9.5.3.2 Other African countries 148
9.5.3.2.1 Congo 149
9.5.3.2.2 Ghana 149
9.5.3.2.3 Nigeria 149
10 COMPETITIVE LANDSCAPE 151
10.1 INTRODUCTION 151
TABLE 101 KEY STRATEGIES ADOPTED IN MINING AUTOMATION MARKET (2021-2022) 151
10.2 REVENUE ANALYSIS OF TOP FIVE PLAYERS 153
FIGURE 55 TOP FIVE PLAYERS IN MINING AUTOMATION MARKET, 2017-2021 153
10.3 MARKET SHARE ANALYSIS 153
TABLE 102 MINING AUTOMATION MARKET: MARKET SHARE OF KEY COMPANIES 154
10.4 COMPANY EVALUATION QUADRANT, 2021 157
10.4.1 STARS 157
10.4.2 EMERGING LEADERS 157
10.4.3 PERVASIVE PLAYERS 157
10.4.4 PARTICIPANTS 157
FIGURE 56 MINING AUTOMATION MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 158
10.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT, 2021 158
10.5.1 PROGRESSIVE COMPANIES 158
10.5.2 RESPONSIVE COMPANIES 159
10.5.3 DYNAMIC COMPANIES 159
10.5.4 STARTING BLOCKS 159
FIGURE 57 MINING AUTOMATION MARKET (GLOBAL): SME EVALUATION QUADRANT, 2021 159
10.6 MINING AUTOMATION MARKET: COMPANY FOOTPRINT 160
TABLE 103 EQUIPMENT: COMPANY FOOTPRINT 160
TABLE 104 SOFTWARE: COMPANY FOOTPRINT 161
TABLE 105 REGION: COMPANY FOOTPRINT 162
10.7 COMPETITIVE BENCHMARKING 163
TABLE 106 MINING AUTOMATION MARKET: DETAILED LIST OF KEY STARTUPS/SMES 163
TABLE 107 MINING AUTOMATION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 164
10.8 COMPETITIVE SCENARIOS AND TRENDS 166
10.8.1 PRODUCT LAUNCHES 167
TABLE 108 MINING AUTOMATION MARKET: PRODUCT LAUNCHES, FEBRUARY 2021-SEPTEMBER 2022 167
10.8.2 DEALS 169
TABLE 109 MINING AUTOMATION MARKET: DEALS, MAY 2021-JULY 2022 169
10.8.3 OTHERS 173
TABLE 110 MINING AUTOMATION MARKET: OTHERS, SEPTEMBER 2021-AUGUST 2022 173
11 COMPANY PROFILES 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 174
11.1.1 CATERPILLAR 174
TABLE 111 CATERPILLAR: BUSINESS OVERVIEW 174
FIGURE 58 CATERPILLAR: COMPANY SNAPSHOT 175
TABLE 112 CATERPILLAR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 175
TABLE 113 CATERPILLAR: PRODUCT LAUNCHES AND DEVELOPMENTS 176
TABLE 114 CATERPILLAR: DEALS 177
11.1.2 KOMATSU 178
TABLE 115 KOMATSU: BUSINESS OVERVIEW 178
FIGURE 59 KOMATSU: COMPANY SNAPSHOT 179
TABLE 116 KOMATSU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 179
TABLE 117 KOMATSU: PRODUCT LAUNCHES AND DEVELOPMENTS 181
TABLE 118 KOMATSU: DEALS 181
TABLE 119 KOMATSU: OTHERS 182
11.1.3 SANDVIK AB 183
TABLE 120 SANDVIK AB: BUSINESS OVERVIEW 183
FIGURE 60 SANDVIK AB: COMPANY SNAPSHOT 184
TABLE 121 SANDVIK AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 184
TABLE 122 SANDVIK AB: DEALS 185
11.1.4 EPIROC AB 187
TABLE 123 EPIROC AB: BUSINESS OVERVIEW 187
FIGURE 61 EPIROC AB: COMPANY SNAPSHOT 188
TABLE 124 EPIROC AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 188
TABLE 125 EPIROC AB: DEALS 189
11.1.5 HEXAGON AB 191
TABLE 126 HEXAGON AB: BUSINESS OVERVIEW 191
FIGURE 62 HEXAGON AB: COMPANY SNAPSHOT 192
TABLE 127 HEXAGON AB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 192
TABLE 128 HEXAGON AB: PRODUCT LAUNCHES AND DEVELOPMENTS 193
TABLE 129 HEXAGON AB: DEALS 194
11.1.6 HITACHI 197
TABLE 130 HITACHI: BUSINESS OVERVIEW 197
FIGURE 63 HITACHI: COMPANY SNAPSHOT 198
TABLE 131 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 198
TABLE 132 HITACHI: PRODUCT LAUNCHES AND DEVELOPMENTS 199
TABLE 133 HITACHI: DEALS 199
11.1.7 RPMGLOBAL 200
TABLE 134 RPMGLOBAL: BUSINESS OVERVIEW 200
FIGURE 64 RPMGLOBAL: COMPANY SNAPSHOT 201
TABLE 135 RPMGLOBAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 201
TABLE 136 RPMGLOBAL: PRODUCT LAUNCHES AND DEVELOPMENTS 202
TABLE 137 RPMGLOBAL: DEALS 203
TABLE 138 RPMGLOBAL: OTHERS 203
11.1.8 TRIMBLE INC. 204
TABLE 139 TRIMBLE INC.: BUSINESS OVERVIEW 204
FIGURE 65 TRIMBLE INC.: COMPANY SNAPSHOT 205
TABLE 140 TRIMBLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 205
TABLE 141 TRIMBLE INC.: PRODUCT LAUNCHES AND DEVELOPMENTS 206
TABLE 142 TRIMBLE INC.: DEALS 206
11.1.9 ROCKWELL AUTOMATION, INC. 207
TABLE 143 ROCKWELL AUTOMATION, INC.: BUSINESS OVERVIEW 207
FIGURE 66 ROCKWELL AUTOMATION, INC.: COMPANY SNAPSHOT 208
TABLE 144 ROCKWELL AUTOMATION, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 209
11.1.10 SIEMENS 210
TABLE 145 SIEMENS: BUSINESS OVERVIEW 210
FIGURE 67 SIEMENS: COMPANY SNAPSHOT 211
TABLE 146 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 211
TABLE 147 SIEMENS: DEALS 212
11.1.11 LIEBHERR GROUP 213
TABLE 148 LIEBHERR GROUP: BUSINESS OVERVIEW 213
FIGURE 68 LIEBHERR GROUP: COMPANY SNAPSHOT 214
TABLE 149 LIEBHERR GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 215
TABLE 150 LIEBHERR GROUP: PRODUCT LAUNCHES AND DEVELOPMENTS 215
TABLE 151 LIEBHERR GROUP: DEALS 216
TABLE 152 LIEBHERR GROUP: OTHERS 216
11.1.12 SANY GROUP 217
TABLE 153 SANY GROUP: BUSINESS OVERVIEW 217
FIGURE 69 SANY GROUP: COMPANY SNAPSHOT 217
TABLE 154 SANY GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 155 SANY GROUP: PRODUCT LAUNCHES AND DEVELOPMENTS 218
TABLE 156 SANY GROUP: DEALS 219
TABLE 157 SANY GROUP: OTHERS 219
11.1.13 AUTONOMOUS SOLUTIONS INC. 220
TABLE 158 AUTONOMOUS SOLUTIONS INC.: BUSINESS OVERVIEW 220
TABLE 159 AUTONOMOUS SOLUTIONS INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 220
TABLE 160 AUTONOMOUS SOLUTIONS INC.: DEALS 221
11.1.14 AB VOLVO 222
TABLE 161 AB VOLVO: BUSINESS OVERVIEW 222
FIGURE 70 AB VOLVO: COMPANY SNAPSHOT 223
TABLE 162 AB VOLVO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224
11.1.15 SYMBOTICWARE INC. 225
TABLE 163 SYMBOTICWARE INC.: BUSINESS OVERVIEW 225
TABLE 164 SYMBOTICWARE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 225
11.2 OTHER PLAYERS 226
11.2.1 MICROMINE 226
TABLE 165 MICROMINE: COMPANY OVERVIEW 226
11.2.2 REMOTE CONTROL TECHNOLOGIES (RCT) 227
TABLE 166 REMOTE CONTROL TECHNOLOGIES (RCT): COMPANY OVERVIEW 227
11.2.3 REUTECH MINING 227
TABLE 167 REUTECH MINING: COMPANY OVERVIEW 227
11.2.4 AAMCOR LLC 228
TABLE 168 AAMCOR LLC: COMPANY OVERVIEW 228
11.2.5 3D-P 228
TABLE 169 3D-P: COMPANY OVERVIEW 228
11.2.6 CR MINING 229
TABLE 170 CR MINING: COMPANY OVERVIEW 229
11.2.7 ATDI 229
TABLE 171 ATDI: COMPANY OVERVIEW 229
11.2.8 CIGEN 230
TABLE 172 CIGEN: COMPANY OVERVIEW 230
11.2.9 GROUNDHOG 230
TABLE 173 GROUNDHOG: COMPANY OVERVIEW 230
11.2.10 HAULTRAX 231
TABLE 174 HAULTRAX: COMPANY OVERVIEW 231
*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 232
12.1 INTRODUCTION 232
12.2 LIMITATIONS 232
12.3 SMART FACTORY MARKET, BY REGION 233
12.3.1 INTRODUCTION 233
12.4 ASIA PACIFIC 233
TABLE 175 ASIA PACIFIC: SMART FACTORY MARKET, BY COUNTRY, 2018-2021 (USD MILLION) 234
TABLE 176 ASIA PACIFIC: SMART FACTORY MARKET, BY COUNTRY, 2022-2027 (USD MILLION) 234
TABLE 177 ASIA PACIFIC: SMART FACTORY MARKET, BY COMPONENT, 2018-2021 (USD MILLION) 234
TABLE 178 ASIA PACIFIC: SMART FACTORY MARKET, BY COMPONENT, 2022-2027 (USD MILLION) 235
TABLE 179 ASIA PACIFIC: SMART FACTORY MARKET, BY SOLUTION, 2018-2021 (USD MILLION) 235
TABLE 180 ASIA PACIFIC: SMART FACTORY MARKET, BY SOLUTION, 2022-2027 (USD MILLION) 235
12.4.1 CHINA 236
12.4.1.1 Increasing labor costs in China leading to adoption of advanced automation solutions 236
12.4.2 JAPAN 236
12.4.2.1 Ongoing developments in smart manufacturing processes to boost market growth 236
12.4.3 INDIA 237
12.4.3.1 Make in India campaign to encourage adoption of automation solutions in manufacturing industry 237
12.4.4 REST OF ASIA PACIFIC 237
13 APPENDIX 238
13.1 INSIGHTS FROM INDUSTRY EXPERTS 238
13.2 DISCUSSION GUIDE 239
13.3 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL 242
13.4 CUSTOMIZATION OPTIONS 244
13.5 RELATED REPORTS 244
13.6 AUTHOR DETAILS 245
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