産業用制御およびファクトリーオートメーション(FA)市場 : 2027 年までの世界予測

出版:MarketsandMarkets(マーケッツアンドマーケッツ) 出版年月:2022年9月

産業用制御およびファクトリーオートメーション(FA)市場 : コンポーネント、ソリューション (SCADA、PLC、DCS、MES、産業安全、PAM)、産業 (プロセス産業およびディスクリート産業)、地域 (北米、ヨーロッパ、APAC、RoW) – 2027 年までの世界予測
Industrial Control & Factory Automation Market by Component, Solution (SCADA, PLC, DCS, MES, Industrial Safety, PAM), Industry (Process Industry and Discrete Industry) and Region (North America, Europe, APAC, RoW) – Global Forecast to 2027

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The industrial control & factory automation market size is expected to grow from USD 147.9 billion in 2022 to USD 218.8 billion by 2027; it is expected to grow at a CAGR of 8.2% from 2022 to 2027. The key factors driving the growth of the industrial control & factory automation market are increasing number of government initiatives to promote industrial automation and increasing integration of technologies such as IoT and AI with various industrial control & factory automation solutions. Growing use of automation in process and discrete industries is another major factor contributing to the growth of the industrial control & factory automation market.

Industrial Control & Factory Automation Market by Component, Solution (SCADA, PLC, DCS, MES, Industrial Safety, PAM), Industry (Process Industry and Discrete Industry) and Region (North America, Europe, APAC, RoW) – Global Forecast to 2027

“Industrial sensors held the largest share and industrial robots held the second largest share in 2021”
Sensor technology has developed tremendously over the past decade. The increasing requirement for connectivity in manufacturing plants has encouraged manufacturers to adopt advanced sensors to capture data at various data points. Sensor manufacturers are continuously focusing on developing advanced solutions to help end users improve production efficiency. Industrial robots are reshaping the manufacturing industry by decreasing the need for physical work. They are used in industrial plants to increase productivity and eliminate errors. These robots are suitable for use in remote locations. Using automated robots in the industrial production line reduces time, cost, and wastage and leads to the development of high-quality and precise products.

“DCS accounted for the dominating share and PLC accounted for the second largest share of the industrial control & factory automation market in 2021”
DCS enables process automation and control in industrial manufacturing plants. it facilitates decision integrity, simplified operations, and increased productivity. The major application areas of DCS are in the oil & gas, automotive, chemical, food & beverage, and pharmaceutical industries. Among process industries, the food & beverage industry is projected to account for the largest size of the industrial control & factory automation market for PLC during the forecast period. The growth of this segment can be attributed to the implementation and adherence to strict standards to respond to changing market requirements.

“Metals & mining industry is expected to register the highest growth rate in the process industry segment of the industrial control & factory automation market during forecast period”
The metal industry includes various metalworking processes, such as grinding, milling, spinning, and forging. The machinery used in metal processing requires quick, accurate, and efficient movement of metals, which is carried out by drives and PLCs. The adoption of automation in the mining & metals industry has improved productivity, increased safety, minimized wear, and enhanced reliability and quality of products. The safety of the workforce is always the top priority in mining operations. Hence, regulatory authorities across the world have set stringent rules and regulations for mine owners to ensure the safety of mines. These strict regulations force mining companies to adopt industrial control & factory automation technologies, which can help them predict and try to prevent a mishap in advance.

“Asia Pacific accounted for the largest share and North America held the second largest share of the industrial control & factory automation market in 2021”
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 the industrial control & factory automation market in this region. Asia Pacific has emerged as a global automotive manufacturing hub. Hence, motor vehicle suppliers such as Volkswagen, Toyota Motor Corporation, Renault-Nissan Alliance, Daimler, and local manufacturers such as Tata Motors and Mahindra and Mahindra have invested in automating their automobile production sites. Increasing potential of automotive industry has promoted increasing adoption of industrial control & factory automation solutions in the region. Rising demand for industrial control and factory automation solutions in the region can be attributed to the adoption of automation solutions in the pharmaceutical, chemical, food & beverage, automotive, and aerospace & defense industries. The requirement for tracking real-time data related to different industrial processes, ensuring their visibility, and enabling control over them is driving the adoption of automated solutions in the region.

The break-up of the profiles of primary participants for the report has been given below:
• By Company Type: Tier 1 = 40%, Tier 2 = 35%, and Tier 3 = 25%
• By Designation: C-Level Executives = 48%, Directors = 33%, and Others= 19%
• By Region: North America = 35%, Europe = 18%, Asia Pacific = 40%, and RoW = 7%

Major players operating in the industrial control & factory automation market include ABB (Switzerland), Emerson (US), Siemens (Germany), Schneider Electric (France), Mitsubishi Electric (Japan), Yokogawa Electric Corporation (Japan), Endress+Hauser (Switzerland), Honeywell (US), Rockwell Automation (US), and General Electric (US), among others.

Industrial Control & Factory Automation Market by Component, Solution (SCADA, PLC, DCS, MES, Industrial Safety, PAM), Industry (Process Industry and Discrete Industry) and Region (North America, Europe, APAC, RoW) – Global Forecast to 2027

Research Coverage:
The research report on the global industrial control & factory automation market covers the market based on component, solution, industry, and region. Based on component, the industrial control & factory automation market has been segmented into industrial robots, machine vision systems, process analyzers, human-machine interface, field instruments, industrial PC, industrial sensors, industrial 3D printing, and vibration monitoring. Based on solution, the industrial control & factory automation market has been segmented into supervisory control and data acquisition (SCADA), programmable logic controller (PLC), distributed control system (DCS), manufacturing execution system (MES), industrial safety, and plant asset management (PAM). Based on industry, the industrial control & factory automation market has been segmented into process industry (oil & gas, chemicals, pulp & paper, pharmaceuticals, metals & mining, food & beverage, energy & power, and others which included fast-moving consumer goods (FMCG), HVAC, recycling, plastics, printing, cement, glass, rubber, furniture & wood, textile, and water and wastewater industries) and discrete industry (automotive, aerospace, semiconductor & electronics, machine manufacturing, medical device, and others which included ceramics, fabricating, and packaging industries). 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 industrial control & factory automation market comprehensively and provides the closest approximations of the overall market size, as well as that of the subsegments across different component, solution, industry, 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.


目次

TABLE OF CONTENTS

1 INTRODUCTION (Page No. – 42)
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION AND SCOPE
1.3 INCLUSIONS AND EXCLUSIONS
TABLE 1 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: INCLUSIONS AND EXCLUSIONS
1.4 STUDY SCOPE
1.4.1 MARKETS COVERED
FIGURE 1 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: SEGMENTATION
FIGURE 2 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: REGIONAL SCOPE
1.4.2 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. – 48)
2.1 RESEARCH DATA
FIGURE 3 INDUSTRIAL CONTROL & FACTORY 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 INDUSTRIAL SAFETY MARKET
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. – 60)
FIGURE 9 KEY STAGES IN ADOPTION OF INDUSTRIAL CONTROL & FACTORY AUTOMATION
FIGURE 10 INDUSTRIAL SENSORS TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 11 DCS SEGMENT TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
FIGURE 12 PROCESS INDUSTRY SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD
FIGURE 13 ASIA PACIFIC MARKET TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD

4 PREMIUM INSIGHTS (Page No. – 65)
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET
FIGURE 14 GROWING EMPHASIS ON INDUSTRIAL AUTOMATION AND OPTIMUM UTILIZATION OF RESOURCES TO DRIVE GROWTH OF INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET
4.2 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT
FIGURE 15 INDUSTRIAL 3D PRINTING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
4.3 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION
FIGURE 16 PAM SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
4.4 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY INDUSTRY
FIGURE 17 DISCRETE INDUSTRY SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD
4.5 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION
FIGURE 18 US ACCOUNTED FOR LARGEST SHARE OF INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET IN 2021

5 MARKET OVERVIEW (Page No. – 68)
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
5.2.1.1 Emergence of connected enterprises
5.2.1.2 Government initiatives to promote industrial automation
5.2.1.3 Adoption of IoT and AI in industrial environments
5.2.1.4 Emphasis on optimum utilization of resources and improved efficiency
5.2.1.5 Increasing integration of machine vision systems with deep learning
FIGURE 20 DRIVERS FOR INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET AND THEIR IMPACT
5.2.2 RESTRAINTS
5.2.2.1 Significant initial capital investment and subsequent investment for maintenance
5.2.2.2 Fluctuations in end-use industries
5.2.2.3 Inability of components to achieve human-like performance
5.2.2.4 Lack of awareness of benefits
FIGURE 21 RESTRAINTS FOR INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET AND THEIR IMPACT
5.2.3 OPPORTUNITIES
5.2.3.1 Adoption of Industry 4.0 principles for manufacturing
5.2.3.2 Increased demand for safety compliance automation solutions
5.2.3.3 Rising need for augmented reality and virtual reality technologies
FIGURE 22 OPPORTUNITIES FOR INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET AND THEIR IMPACT
5.2.4 CHALLENGES
5.2.4.1 Absence of standardization in industrial communication protocols and interfaces
5.2.4.2 Lack of skilled workforce to operate industrial automation devices and systems
5.2.4.3 Rising instances of automated cyberattacks
5.2.4.4 Less precise systems due to differences between simulations and real life
5.2.4.5 Complexity in deployment of industrial control & factory automation solutions
FIGURE 23 CHALLENGES FOR INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET AND THEIR IMPACT
5.3 VALUE CHAIN ANALYSIS
FIGURE 24 VALUE CHAIN ANALYSIS
5.4 ECOSYSTEM ANALYSIS
FIGURE 25 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: ECOSYSTEM
TABLE 3 COMPANIES AND THEIR ROLE IN INDUSTRIAL CONTROL & FACTORY AUTOMATION ECOSYSTEM
5.5 PRICING ANALYSIS
TABLE 4 AVERAGE SELLING PRICE OF COMPONENTS OF INDUSTRIAL SAFETY SYSTEMS OFFERED BY TOP COMPANIES, 2021
TABLE 5 INDICATIVE PRICES OF COMPONENTS OF INDUSTRIAL SAFETY SYSTEMS
5.5.1 AVERAGE SELLING PRICE OF COMPONENTS OFFERED BY KEY PLAYERS
FIGURE 26 AVERAGE SELLING PRICE OF COMPONENTS OFFERED BY KEY PLAYERS
TABLE 6 AVERAGE SELLING PRICE OF COMPONENTS OFFERED BY KEY PLAYERS (USD)
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.7 TECHNOLOGY ANALYSIS
5.7.1 ARTIFICIAL INTELLIGENCE
5.7.2 AUGMENTED REALITY
5.7.3 BLOCKCHAIN
5.7.4 5G
5.7.5 PREDICTIVE MAINTENANCE
5.7.6 SMART ENERGY MANAGEMENT
5.7.7 EDGE COMPUTING
5.7.8 PREDICTIVE SUPPLY CHAIN
5.7.9 CYBERSECURITY
5.7.10 DIGITAL TWIN
5.7.11 IOT
5.8 PORTER’S FIVE FORCES ANALYSIS
TABLE 7 INDUSTRIAL CONTROL & FACTORY 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 & BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES
TABLE 8 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES
5.9.2 BUYING CRITERIA
FIGURE 28 KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES
TABLE 9 KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES
5.10 CASE STUDY
5.10.1 WORLD WIDE FITTINGS, INC. ADOPTS MITSUBISHI ELECTRIC’S INDUSTRIAL ROBOTICS TO STREAMLINE OPERATIONS
5.10.2 BOMBARDIER TRANSPORTATION SELECTS ABB TO PROVIDE SCADA SYSTEM FOR BANGKOK’S MONORAIL PROJECT
5.10.3 COOPER TIRE ADOPTS ROCKWELL AUTOMATION’S MES SOLUTION FOR GREATER EFFICIENCY
5.10.4 RIO TINTO USES ROCKWELL AUTOMATION’S PROCESS CONTROL SYSTEM (PCS) FOR SEAMLESS INTEGRATION OF CRITICAL MINE PROCESSES
5.10.5 ARKEMA GROUP UPGRADES SYSTEMS WITH ABB’S SYSTEM 800XA ARCHITECTURE
5.11 TRADE ANALYSIS
FIGURE 29 IMPORT DATA FOR INDUSTRIAL ROBOTS, 2017–2021 (USD MILLION)
FIGURE 30 EXPORT DATA FOR INDUSTRIAL ROBOTS, 2017–2021 (USD MILLION)
5.12 PATENTS ANALYSIS
FIGURE 31 NUMBER OF PATENTS GRANTED PER YEAR FROM 2012 TO 2021
FIGURE 32 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
TABLE 10 TOP PATENT OWNERS IN LAST 10 YEARS (US)
5.12.1 MAJOR PATENTS
5.13 KEY CONFERENCES & EVENTS, 2022–2023
TABLE 11 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: CONFERENCES & EVENTS
5.14 DIGITALIZATION IN INDUSTRIAL CONTROL
5.15 TARIFF AND REGULATORY LANDSCAPE
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 14 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.15.2 STANDARDS
TABLE 16 MAJOR COMMUNICATION STANDARDS FOR SCADA SYSTEMS
TABLE 17 INDUSTRIAL SAFETY STANDARDS

6 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT (Page No. – 105)
6.1 INTRODUCTION
FIGURE 33 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT
FIGURE 34 INDUSTRIAL 3D PRINTING TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 18 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 19 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
6.2 INDUSTRIAL ROBOTS
6.2.1 RISING NEED FOR ROBOTS TO IMPROVE PRODUCTIVITY AND EFFICIENCY
6.2.2 TRADITIONAL INDUSTRIAL ROBOTS
6.2.2.1 Articulated robot
6.2.2.1.1 High payload capacity and reliability
6.2.2.2 Cartesian robot
6.2.2.2.1 Simple to control and easy to program
6.2.2.3 Selective compliance assembly robot arm (SCARA)
6.2.2.3.1 Best price-to-performance ratio
6.2.2.4 Parallel robot
6.2.2.4.1 Well-suited to high-speed applications
6.2.2.5 Other robots
6.2.3 COLLABORATIVE ROBOTS
6.2.3.1 Designed to safely work alongside humans
TABLE 20 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (THOUSAND UNITS)
TABLE 21 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (THOUSAND UNITS)
TABLE 22 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 23 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 24 TRADITIONAL INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 25 TRADITIONAL INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 26 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PAYLOAD, 2018–2021 (USD MILLION)
TABLE 27 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PAYLOAD, 2022–2027 (USD MILLION)
TABLE 28 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 29 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 30 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 31 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 32 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 33 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 34 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 35 INDUSTRIAL ROBOTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3 MACHINE VISION SYSTEMS
6.3.1 GROWING NEED FOR INSPECTION OF MANUFACTURED PARTS
TABLE 36 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PRODUCT, 2018–2021 (USD MILLION)
TABLE 37 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PRODUCT, 2022–2027 (USD MILLION)
TABLE 38 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 39 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 40 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY HARDWARE, 2018–2021 (USD MILLION)
TABLE 41 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY HARDWARE, 2022–2027 (USD MILLION)
TABLE 42 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 43 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 44 MACHINE VISION SYSTEMS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 45 MACHINE VISION SYSTEM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 46 MACHINE VISION SYSTEM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 47 MACHINE VISION SYSTEM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.3.2 CAMERAS
6.3.2.1 Analog camera
6.3.2.1.1 Growing demand for security and surveillance
6.3.2.2 Digital camera
6.3.2.2.1 Increasing need for high-resolution cameras
6.3.2.3 Smart camera
6.3.2.3.1 Provides simultaneous image capturing and real-time information
6.3.3 FRAME GRABBERS, OPTICS, AND LED LIGHTING
6.3.3.1 Processors and software
6.3.3.1.1 Integral parts of machine vision systems
6.4 PROCESS ANALYZERS
6.4.1 RISING DEMAND FOR LIQUID AND GAS ANALYZERS ACROSS PROCESS INDUSTRIES
TABLE 48 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 49 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 50 LIQUID ANALYZER: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 51 LIQUID ANALYZER: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 52 GAS ANALYZER: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 53 GAS ANALYZER: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 54 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 55 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 56 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 57 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 58 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 59 PROCESS ANALYZERS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.5 FIELD INSTRUMENTS
6.5.1 GROWING NEED TO MONITOR PARAMETERS
6.5.2 FLOWMETER
6.5.2.1 Increasing use in water & wastewater and chemical industries
6.5.3 TRANSMITTER
6.5.3.1 Facilitates quick response time and efficient communication
TABLE 60 TYPES OF TRANSMITTERS USED IN FIELD INSTRUMENTS
6.5.3.2 Pressure transmitter
6.5.3.2.1 Growing use in chemicals and pharmaceutical industries
6.5.3.3 Temperature transmitter
6.5.3.3.1 Versatile field instrument for use across industries
6.5.3.4 Level transmitter
6.5.3.4.1 Increasing adoption in oil & gas and chemical industries
TABLE 61 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 62 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 63 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 64 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 65 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 66 FIELD INSTRUMENTS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.6 HUMAN-MACHINE INTERFACE (HMI)
6.6.1 ENHANCES EFFICIENCY AND IMPROVES RELIABILITY OF MACHINES
TABLE 67 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 68 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 69 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 70 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 71 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 72 HMI: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.7 INDUSTRIAL PC
6.7.1 RISING DEMAND DUE TO EXPANDIBILITY
TABLE 73 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 74 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 75 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 76 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 77 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 78 INDUSTRIAL PC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.8 INDUSTRIAL SENSORS
6.8.1 ENSURE CONNECTIVITY IN MANUFACTURING PLANTS
6.8.2 INDUSTRIAL SENSORS, BY TYPE
6.8.2.1 Wired industrial sensors
6.8.2.2 Wireless industrial sensors
TABLE 79 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SENSOR TYPE, 2018–2021 (USD MILLION)
TABLE 80 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SENSOR TYPE, 2022–2027 (USD MILLION)
TABLE 81 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 82 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 83 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 84 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 85 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 86 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 87 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 88 INDUSTRIAL SENSORS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.9 INDUSTRIAL 3D PRINTING
6.9.1 IDEAL FOR MANUFACTURING PARTS WITH COMPLEX DESIGNS
TABLE 89 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
TABLE 90 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
TABLE 91 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION)
TABLE 92 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION)
TABLE 93 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS, 2018–2021 (USD MILLION)
TABLE 94 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS, 2022–2027 (USD MILLION)
TABLE 95 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 96 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 97 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 98 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 99 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 100 INDUSTRIAL 3D PRINTING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
6.1 VIBRATION MONITORING
6.10.1 HIGH DEMAND IN OIL & GAS INDUSTRY TO MONITOR CRITICAL EQUIPMENT
TABLE 101 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
TABLE 102 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
TABLE 103 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY MONITORING PROCESS, 2018–2021 (USD MILLION)
TABLE 104 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY MONITORING PROCESS, 2022–2027 (USD MILLION)
TABLE 105 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 106 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 107 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 108 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 109 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 110 VIBRATION MONITORING: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)

7 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION (Page No. – 152)
7.1 INTRODUCTION
FIGURE 35 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION
FIGURE 36 PAM SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 111 FUNCTIONS OF SOLUTIONS USED IN MANUFACTURING INDUSTRIES
TABLE 112 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
TABLE 113 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
7.2 SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA)
7.2.1 RISING ADOPTION FOR REMOTE CONTROL OF OPERATIONS
FIGURE 37 SCOPE OF SCADA IN INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET
TABLE 114 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
TABLE 115 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
TABLE 116 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 117 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 118 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 119 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 120 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 121 SCADA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
7.3 PROGRAMMABLE LOGIC CONTROLLER (PLC)
7.3.1 GROWING INTEGRATION OF FUNCTIONS WITH PLC PLATFORMS
FIGURE 38 ADVANTAGES OF PLC
TABLE 122 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 123 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 124 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 125 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 126 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 127 PLC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
7.4 DISTRIBUTED CONTROL SYSTEM (DCS)
7.4.1 RISING DEMAND FOR DCS TO INCREASE PRODUCTION EFFICIENCY ACROSS INDUSTRIES
FIGURE 39 BENEFITS OF DCS IN INDUSTRIAL PLANTS
TABLE 128 DCS SYSTEMS OFFERED BY VARIOUS COMPANIES
TABLE 129 BENCHMARKING OF TOP 3 COMPANIES IN DCS MARKET
TABLE 130 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 131 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 132 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 133 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 134 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 135 DCS: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
7.5 MANUFACTURING EXECUTION SYSTEM (MES)
7.5.1 OFFERS COST SAVINGS AND OPTIMIZATION OF OPERATIONS
TABLE 136 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2018–2021 (USD MILLION)
TABLE 137 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY OFFERING, 2022–2027 (USD MILLION)
TABLE 138 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 139 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 140 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 141 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 142 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 143 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 144 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 145 MES: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
7.6 INDUSTRIAL SAFETY
7.6.1 RISING NEED TO PREVENT HAZARDS AND RISKS ACROSS INDUSTRIES
TABLE 146 SAFETY-RELATED STANDARDS
TABLE 147 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 148 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 149 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 150 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 151 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 152 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 153 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 154 INDUSTRIAL SAFETY: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
7.7 PLANT ASSET MANAGEMENT (PAM)
7.7.1 INCREASED ADOPTION TO REDUCE DOWNTIME AND WASTAGE IN MANUFACTURING PLANTS
TABLE 155 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 156 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
TABLE 157 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 158 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
TABLE 159 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET FOR PAM, BY REGION, 2018–2021 (USD MILLION)
TABLE 160 PAM: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET FOR PAM, BY REGION, 2022–2027 (USD MILLION)

8 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY INDUSTRY (Page No. – 181)
8.1 INTRODUCTION
FIGURE 40 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY INDUSTRY
FIGURE 41 DISCRETE INDUSTRY SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 161 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 162 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
8.2 PROCESS INDUSTRY
FIGURE 42 METALS & MINING INDUSTRY TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 163 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2018–2021 (USD MILLION)
TABLE 164 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY PROCESS INDUSTRY, 2022–2027 (USD MILLION)
8.2.1 OIL & GAS
8.2.1.1 Growing adoption of automation solutions at offshore locations
8.2.2 CHEMICAL
8.2.2.1 Need for enhanced safety and efficiency in production process
8.2.3 PULP & PAPER
8.2.3.1 Surging demand to optimize processes
8.2.4 PHARMACEUTICAL
8.2.4.1 Growing need to standardize manufacturing processes
8.2.5 METALS & MINING
8.2.5.1 Increasing deployment of automation to boost productivity and enhance workforce safety
8.2.6 FOOD & BEVERAGE
8.2.6.1 Growing need for improved material handling and lower production costs
8.2.7 ENERGY & POWER
8.2.7.1 Increasing adoption of automation for greater efficiency
8.2.8 OTHERS
8.3 DISCRETE INDUSTRY
FIGURE 43 MEDICAL DEVICE INDUSTRY TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 165 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2018–2021 (USD MILLION)
TABLE 166 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY DISCRETE INDUSTRY, 2022–2027 (USD MILLION)
8.3.1 AUTOMOTIVE
8.3.1.1 Increasing demand for automation to enhance safety
8.3.2 MACHINE MANUFACTURING
8.3.2.1 Use of automated processes to reduce manufacturing time
8.3.3 SEMICONDUCTOR & ELECTRONICS
8.3.3.1 Demand for smart manufacturing techniques to meet diverse customer requirements
8.3.4 AEROSPACE & DEFENSE
8.3.4.1 Growing need for real-time visibility of manufacturing processes
8.3.5 MEDICAL DEVICE
8.3.5.1 Rising preference for innovative industrial control & factory automation solutions
8.3.6 OTHERS

9 INDUSTRIAL CONTROL AND FACTORY AUTOMATION MARKET, BY REGION (Page No. – 194)
9.1 INTRODUCTION
FIGURE 44 CHINA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 45 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 167 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 168 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
9.2 NORTH AMERICA
FIGURE 46 SNAPSHOT: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET IN NORTH AMERICA
TABLE 169 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 170 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 171 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
TABLE 172 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
TABLE 173 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 174 NORTH AMERICA: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
9.2.1 US
9.2.1.1 Product launches by key players to drive market
9.2.2 CANADA
9.2.2.1 Growth in process industries to boost market
9.2.3 MEXICO
9.2.3.1 Increasing deployment of SCADA systems to modernize grids
9.3 EUROPE
FIGURE 47 SNAPSHOT: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET IN EUROPE
TABLE 175 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 176 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 177 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
TABLE 178 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
TABLE 179 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 180 EUROPE: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
9.3.1 UK
9.3.1.1 Government support for development of IoT technologies
9.3.2 GERMANY
9.3.2.1 Growing technological innovation to facilitate market growth
9.3.3 FRANCE
9.3.3.1 Increasing government initiatives to promote industrial automation
9.3.4 ITALY
9.3.4.1 Rising adoption of automation solutions in industries
9.3.5 REST OF EUROPE
9.4 ASIA PACIFIC
FIGURE 48 SNAPSHOT: INDUSTRIAL CONTROL AND FACTORY AUTOMATION MARKET IN ASIA PACIFIC
TABLE 181 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 182 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 183 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
TABLE 184 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
TABLE 185 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 186 ASIA PACIFIC: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
9.4.1 JAPAN
9.4.1.1 Development of smart manufacturing processes to boost market
9.4.2 CHINA
9.4.2.1 Growing demand for automation to reduce costs
9.4.3 INDIA
9.4.3.1 Growing government initiatives for automation of industries
9.4.4 REST OF ASIA PACIFIC
9.5 REST OF THE WORLD (ROW)
FIGURE 49 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET IN ROW
TABLE 187 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 188 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 189 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2018–2021 (USD MILLION)
TABLE 190 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY SOLUTION, 2022–2027 (USD MILLION)
TABLE 191 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 192 ROW: INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET, BY REGION, 2022–2027 (USD MILLION)
9.5.1 SOUTH AMERICA
9.5.1.1 Growing demand for automation in pharmaceutical industry
9.5.2 MIDDLE EAST & AFRICA
9.5.2.1 Mining operations in Africa offer potential for digitalization

10 COMPETITIVE LANDSCAPE (Page No. – 220)
10.1 INTRODUCTION
TABLE 193 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET
10.2 REVENUE ANALYSIS OF TOP PLAYERS
FIGURE 50 TOP PLAYERS IN INDUSTRIAL SAFETY MARKET, 2017–2021
10.3 MARKET SHARE ANALYSIS
TABLE 194 INDUSTRIAL SAFETY 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 51 INDUSTRIAL SAFETY MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
10.5 SME EVALUATION QUADRANT, 2021
10.5.1 PROGRESSIVE COMPANIES
10.5.2 RESPONSIVE COMPANIES
10.5.3 DYNAMIC COMPANIES
10.5.4 STARTING BLOCKS
FIGURE 52 INDUSTRIAL SAFETY MARKET (GLOBAL): SME EVALUATION QUADRANT, 2021
10.6 INDUSTRIAL SAFETY MARKET: COMPANY FOOTPRINT
TABLE 195 PRODUCT FOOTPRINT
TABLE 196 INDUSTRY FOOTPRINT
TABLE 197 REGIONAL FOOTPRINT
TABLE 198 COMPANY FOOTPRINT
10.7 COMPETITIVE BENCHMARKING
TABLE 199 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: KEY START-UPS/SMES
TABLE 200 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES
10.8 COMPETITIVE SCENARIOS AND TRENDS
10.8.1 PRODUCT LAUNCHES
TABLE 201 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: PRODUCT LAUNCHES, JANUARY 2021–JUNE 2022
10.8.2 DEALS
TABLE 202 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: DEALS, JANUARY 2021– JUNE 2022
10.8.3 OTHERS
TABLE 203 INDUSTRIAL CONTROL & FACTORY AUTOMATION MARKET: OTHERS, APRIL 2021– JUNE 2022

11 COMPANY PROFILES (Page No. – 245)
(Business overview, Products offered, Recent Developments, MNM view)*
11.1 KEY PLAYERS
11.1.1 ABB
TABLE 204 ABB: BUSINESS OVERVIEW
FIGURE 53 ABB: COMPANY SNAPSHOT
TABLE 205 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 206 ABB: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 207 ABB: DEALS
11.1.2 EMERSON
TABLE 208 EMERSON: BUSINESS OVERVIEW
FIGURE 54 EMERSON: COMPANY SNAPSHOT
TABLE 209 EMERSON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 210 EMERSON: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 211 EMERSON: DEALS
11.1.3 SIEMENS
TABLE 212 SIEMENS: BUSINESS OVERVIEW
FIGURE 55 SIEMENS: COMPANY SNAPSHOT
TABLE 213 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 214 SIEMENS: DEALS
11.1.4 SCHNEIDER ELECTRIC
TABLE 215 SCHNEIDER ELECTRIC: BUSINESS OVERVIEW
FIGURE 56 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT
TABLE 216 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 217 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 218 SCHNEIDER ELECTRIC: DEALS
11.1.5 MITSUBISHI ELECTRIC
TABLE 219 MITSUBISHI ELECTRIC: BUSINESS OVERVIEW
FIGURE 57 MITSUBISHI ELECTRIC: COMPANY SNAPSHOT
TABLE 220 MITSUBISHI ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 221 MITSUBISHI ELECTRIC: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 222 MITSUBISHI ELECTRIC: OTHERS
11.1.6 GENERAL ELECTRIC CO.
TABLE 223 GENERAL ELECTRIC CO.: BUSINESS OVERVIEW
FIGURE 58 GENERAL ELECTRIC CO.: COMPANY SNAPSHOT
TABLE 224 GENERAL ELECTRIC CO.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 225 GENERAL ELECTRIC CO.: PRODUCT LAUNCHES
11.1.7 ROCKWELL AUTOMATION
TABLE 226 ROCKWELL AUTOMATION: BUSINESS OVERVIEW
FIGURE 59 ROCKWELL AUTOMATION: COMPANY SNAPSHOT
TABLE 227 ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 228 ROCKWELL AUTOMATION: DEALS
TABLE 229 ROCKWELL AUTOMATION: OTHERS
11.1.8 HONEYWELL
TABLE 230 HONEYWELL: BUSINESS OVERVIEW
FIGURE 60 HONEYWELL.: COMPANY SNAPSHOT
TABLE 231 HONEYWELL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 232 HONEYWELL: DEALS
11.1.9 YOKOGAWA ELECTRIC CORPORATION
TABLE 233 YOKOGAWA ELECTRIC CORPORATION: BUSINESS OVERVIEW
FIGURE 61 YOKOGAWA ELECTRIC CORPORATION: COMPANY SNAPSHOT
TABLE 234 YOKOGAWA ELECTRIC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 235 YOKOGAWA ELECTRIC CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 236 YOKOGAWA ELECTRIC CORPORATION: DEALS
11.1.10 OMRON CORPORATION
TABLE 237 OMRON CORPORATION: BUSINESS OVERVIEW
FIGURE 62 OMRON CORPORATION: COMPANY SNAPSHOT
TABLE 238 OMRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 239 OMRON CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 240 OMRON CORPORATION: DEALS
TABLE 241 OMRON CORPORATION: OTHERS
11.1.11 ENDRESS+HAUSER
TABLE 242 ENDRESS+HAUSER: BUSINESS OVERVIEW
FIGURE 63 ENDRESS+HAUSER: COMPANY SNAPSHOT
TABLE 243 ENDRESS+HAUSER: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 244 ENDRESS+HAUSER: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 245 ENDRESS+HAUSER: OTHERS
11.1.12 FANUC CORPORATION
TABLE 246 FANUC CORPORATION: BUSINESS OVERVIEW
FIGURE 64 FANUC CORPORATION: COMPANY SNAPSHOT
TABLE 247 FANUC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
11.1.13 WIKA GMBH
TABLE 248 WIKA GMBH: BUSINESS OVERVIEW
TABLE 249 WIKA GMBH: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 250 WIKA GMBH: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 251 WIKA GMBH: OTHERS
11.1.14 DWYER INSTRUMENTS
TABLE 252 DWYER CORPORATION: BUSINESS OVERVIEW
TABLE 253 DWYER INSTRUMENTS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 254 DWYER INSTRUMENTS: PRODUCT LAUNCHES AND DEVELOPMENTS
11.1.15 STRATASYS
TABLE 255 STRATASYS: BUSINESS OVERVIEW
FIGURE 65 STRATASYS: COMPANY SNAPSHOT
TABLE 256 STRATASYS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 257 STRATASYS: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 258 STRATASYS: DEALS
11.1.16 3D SYSTEMS CORPORATION
TABLE 259 3D SYSTEMS CORPORATION: BUSINESS OVERVIEW
FIGURE 66 3D SYSTEMS CORPORATION: COMPANY SNAPSHOT
TABLE 260 3D SYSTEMS CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 261 3D SYSTEMS CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 262 3D SYSTEMS CORPORATION: DEALS
11.2 OTHER KEY PLAYERS
11.2.1 FUJI ELECTRIC
TABLE 263 FUJI ELECTRIC: COMPANY OVERVIEW
11.2.2 HITACHI
TABLE 264 HITACHI: COMPANY OVERVIEW
11.2.3 KROHNE
TABLE 265 KROHNE: COMPANY OVERVIEW
11.2.4 AZBIL CORPORATION
TABLE 266 AZBIL CORPORATION: COMPANY OVERVIEW
11.2.5 VEGA GRIESHABER
TABLE 267 VEGA GRIESHABER: COMPANY OVERVIEW
11.2.6 DANFOSS
TABLE 268 DANFOSS: COMPANY OVERVIEW
11.3 OTHER PLAYERS
11.3.1 TEGAN INNOVATIONS
TABLE 269 TEGAN INNOVATIONS: COMPANY OVERVIEW
11.3.2 WIN-911 SOFTWARE
TABLE 270 WIN-911 SOFTWARE: COMPANY OVERVIEW
11.3.3 PINPOINT INFORMATION SYSTEMS
TABLE 271 PINPOINT INFORMATION SYSTEMS: COMPANY OVERVIEW
11.3.4 PROGEA
TABLE 272 PROGEA: COMPANY OVERVIEW
11.3.5 CHAOS PRIME
TABLE 273 CHAOS PRIME: COMPANY OVERVIEW
11.3.6 INXPECT S.P.A.
TABLE 274 INXPECT S.P.A.: COMPANY OVERVIEW
11.3.7 ALGOLUX
TABLE 275 ALGOLUX: COMPANY OVERVIEW
11.3.8 INUITIVE
TABLE 276 INUITIVE: COMPANY OVERVIEW
11.3.9 EAVE
TABLE 277 EAVE: COMPANY OVERVIEW
11.3.10 CANARIA
TABLE 278 CANARIA: COMPANY OVERVIEW
11.3.11 FUELICS
TABLE 279 FUELICS: COMPANY OVERVIEW
11.3.12 ULTIMAKER
TABLE 280 ULTIMAKER: COMPANY OVERVIEW
11.3.13 NANO DIMENSION
TABLE 281 NANO DIMENSION: COMPANY OVERVIEW
11.3.14 DEEP LEARNING ROBOTICS
TABLE 282 DEEP LEARNING ROBOTICS: COMPANY OVERVIEW
11.3.15 PICK-IT 3D
TABLE 283 PICK-IT 3D: COMPANY OVERVIEW
11.3.16 ONROBOT
TABLE 284 ONROBOT: COMPANY OVERVIEW
11.3.17 TRIVISION
TABLE 285 TRIVISION: COMPANY OVERVIEW
11.3.18 CLEVEST
TABLE 286 CLEVEST: COMPANY OVERVIEW
*Details on Business overview, Products offered, Recent Developments, MNM view might not be captured in case of unlisted companies.

12 ADJACENT & RELATED MARKETS (Page No. – 322)
12.1 INTRODUCTION
12.2 LIMITATIONS
12.3 DIGITAL TWIN MARKET, BY APPLICATION
12.3.1 INTRODUCTION
TABLE 287 DIGITAL TWIN MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 288 DIGITAL TWIN MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
12.4 PRODUCT DESIGN & DEVELOPMENT
12.4.1 USE OF DIGITAL TWINS TO MONITOR KEY PERFORMANCE INDICATORS IN REAL TIME
TABLE 289 PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 290 PRODUCT DESIGN & DEVELOPMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.5 PERFORMANCE MONITORING
12.5.1 OPTIMIZES OPERATIONAL DOWNTIME AND MITIGATES COSTLY FAILURES
TABLE 291 PERFORMANCE MONITORING: DIGITAL TWIN MARKET, 2018–2021 (USD MILLION)
TABLE 292 PERFORMANCE MONITORING: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.6 PREDICTIVE MAINTENANCE
12.6.1 DIGITAL TWINS PREDICT FAILURES BASED ON REAL-TIME DATA COLLECTION
TABLE 293 PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 294 PREDICTIVE MAINTENANCE: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.7 INVENTORY MANAGEMENT
12.7.1 USE OF DIGITAL TWINS FOR INVENTORY OPTIMIZATION ACROSS NETWORKS
TABLE 295 INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 296 INVENTORY MANAGEMENT: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.8 BUSINESS OPTIMIZATION
12.8.1 EXPECTED TO REGISTER HIGHEST GROWTH IN DIGITAL TWIN MARKET DURING FORECAST PERIOD
TABLE 297 BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 298 BUSINESS OPTIMIZATION: DIGITAL TWIN MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.9 OTHER APPLICATIONS
TABLE 299 OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY 2018–2021 (USD MILLION)
TABLE 300 OTHER APPLICATIONS: DIGITAL TWIN MARKET, BY INDUSTRY 2022–2027 (USD MILLION)

13 APPENDIX (Page No. – 335)
13.1 INSIGHTS OF INDUSTRY EXPERTS
13.2 DISCUSSION GUIDE
13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
13.4 CUSTOMIZATION OPTIONS
13.5 RELATED REPORTS
13.6 AUTHOR DETAILS


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