欠陥検出と分類 (FDC) 市場 : 2028年までの世界予測

MarketsandMarkets（マーケッツアンドマーケッツ）「欠陥検出と分類 (FDC) 市場 : 提供タイプ (ソフトウェア、ハードウェア、サービス)、用途 (製造、パッケージング)、最終用途 (自動車、エレクトロニクスと半導体、金属と機械)、地域別 – 2028年までの世界予測 – Fault Detection and Classification (FDC) Market by offering type (Software, hardware, services), Application (Manufacturing, Packaging), end use (Automotive, Electronics & Semiconductor, Metal & Machinery) and Region – Global Forecast to 2028」は世界の欠陥検出と分類 (FDC) 市場を調査し、主要セグメント毎の分析・予測結果を提供します。

Report Overview

The global fault detection and classification market was valued at USD 4.4 billion in 2022 and is projected to reach USD 7.4 billion by 2028; it is expected to register a CAGR of 8.9% during the forecast period. High demand for application-specific integrated circuits (ASICs) and The increased complexity of systems are driving the growth of the fault detection and classification market. Whereaas,earth of skilled professionals in manufacturing factories are restraining the growth of fault detection and classification market.

The software offering segment is expected to grow at the highest CAGR during the forecast period
The software offering segment is expected to grow at second highest CAGR of 12.9% in the near future. FDC software tends to be more cost-effective than hardware-based alternatives. FDC software typically involves lower initial costs, and ongoing expenses are mainly related to software updates and support. This cost advantage is particularly appealing to organizations aiming to optimize their budget while still benefiting from advanced fault detection capabilities. Also, factors such as flexibility, cost-efficiency, scalability, compatibility, advanced analytics capabilities, remote accessibility, and user-friendly data visualization are boosting the growth of software segment in the coming years.

Automotive end use segment to register growth at the highest CAGR during the forecast period
The automotive segment is expected to grow at a highest CAGR of 9.7% during the forecast period. Safety is paramount in the automotive industry, and vehicles must comply with strict safety regulations globally. FDC systems play a pivotal role in ensuring compliance with these standards by identifying and addressing potential safety-critical faults early in the manufacturing process. Also, the rise of electric vehicles (EVs) and autonomous vehicles has amplified the importance of FDC systems. EVs rely heavily on complex battery systems, and any fault in these systems can have serious safety and performance implications. FDC systems are essential in monitoring battery health, ensuring optimal charging and discharging, and identifying potential faults to prevent critical incidents.

The manufacuting application segment is likely to grow at a higher CAGR during the forecast period
The manufacuting segment is expected to grow at a higher CAGR during the forecast period. In manufacturing processes, faults may originate from design failures, faulty production equipment, metal fatigue, unfavorable working conditions, or any interplay between these factors. Faults like undesired holes, pits, abrasions, and scratches on various pieces that exit the assembly line are unavoidable. Regardless of the source of the defect, defected components spike production costs, degrade product quality, shorten product lifespan, hamper customer satisfaction, and result in an extensive waste of resources. Therefore, fault detection is a core part of any manufacturing quality control and assurance process. Earlier, faults were inspected manually by human inspectors, which is naturally prone to fatigue, inattentiveness, and biases. Later, manual inspection was augmented by rule-based machine vision technologies. Over the past decade, fault detection has become increasingly technology-driven, building on advancements in artificial intelligence, deep learning, and big data. The use of smart cameras and related AI-enabled systems is already helping manufacturers deliver high-quality inspection in shorter cycles, reduce latency and costs, and set new standards that are far beyond the capabilities of even the most experienced human inspectors.

Breakdown of primaries
The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

• By Company Type – Tier 1 – 35%, Tier 2 – 45%, Tier 3 – 20%
• By Designation— C-level Executives – 40%, Sales Manager – 30%, Others – 30%
• By Region—North America – 20%, Europe – 20%, Asia Pacific – 40%, RoW – 10%

The fault detection and classification market is dominated by a few globally established players such as Keyence Corporation (Japan), Cognex Corporation (US), KLA Corporation (US), Teledyne Technologies (US), OMRON Corporation (Japan). The study includes an in-depth competitive analysis of these key players in the fault detection and classification market, with their company profiles, recent developments, and key market strategies.

Research Coverage:
The report segments the fault detection and classification market and forecasts its size by offering type, device type, deployment, application, end-user, and region. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions—North America, Europe, Asia Pacific, and RoW. Supply chain analysis has been included in the report, along with the key players and their competitive analysis in the fault detection and classification ecosystem.

Key Benefits to Buy the Report:
• Analysis of key drivers (The increased complexity of systems, Strong focus of manufacturers on automating quality control and quality assurance processes, Stringent health and safety measures imposed by governments and standards organizations on global manufacturing firms, High demand for application-specific integrated circuits (ASICs)). Restraint ( Dearth of skilled professionals in manufacturing factories). Opportunity (Increasing adoption of artificial intelligence (AI) technology, Rapid industrialization in emerging economies, along with government initiatives to facilitate adoption of automated tools in manufacturing plants), Challenges (Complexity in implementation of fault detection and classification solution and technologies)
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the fault detection and classification market.
• Market Development: Comprehensive information about lucrative markets – the report analyses the fault detection and classification market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the fault detection and classification market.
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Keyence Corporation (Japan), Cognex Corporation (US), KLA Corporation (US), Teledyne Technologies (US), OMRON Corporation (Japan), Microsoft (US), Tokyo Electron Limited (Japan), Siemens (Germany), Amazon Web Services, Inc. (US), Synopsys, Inc. (US) among others in the fault detection and classification market.

Table of Contents

1 INTRODUCTION 31
1.1 STUDY OBJECTIVES 31
1.2 MARKET DEFINITION 31
1.2.1 INCLUSIONS AND EXCLUSIONS 32
1.3 STUDY SCOPE 33
1.3.1 MARKETS COVERED 33
FIGURE 1 MARKET SEGMENTATION 33
1.3.2 REGIONS COVERED 33
1.3.3 YEARS CONSIDERED 34
1.3.4 CURRENCY CONSIDERED 34
1.3.5 UNITS CONSIDERED 34
1.4 LIMITATIONS 34
1.5 STAKEHOLDERS 35
1.6 IMPACT OF RECESSION 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH APPROACH 36
FIGURE 2 FAULT DETECTION AND CLASSIFICATION MARKET: RESEARCH DESIGN 36
2.1.1 SECONDARY AND PRIMARY RESEARCH 37
FIGURE 3 FAULT DETECTION AND CLASSIFICATION MARKET: RESEARCH APPROACH 38
2.1.2 SECONDARY DATA 38
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 Major primary participants 40
2.1.3.2 Primary interviews with experts 40
2.1.3.3 Breakdown of primaries 40
2.1.3.4 Key data from primary sources 41
2.1.3.5 Key industry insights 41
2.2 FACTOR ANALYSIS 42
2.2.1 SUPPLY-SIDE ANALYSIS 42
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS 42
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN SUPPLY-SIDE ANALYSIS 43
2.3 MARKET SIZE ESTIMATION 43
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS 44
2.3.1 BOTTOM-UP APPROACH 44
2.3.1.1 Approach to derive market size using bottom-up analysis 44
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 45
 
2.3.2 TOP-DOWN APPROACH 45
2.3.2.1 Approach to derive market size using top-down analysis (supply side) 45
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 46
2.3.3 GROWTH PROJECTION AND FORECAST-RELATED ASSUMPTIONS 46
TABLE 1 MARKET GROWTH ASSUMPTIONS 46
2.4 DATA TRIANGULATION 47
FIGURE 9 DATA TRIANGULATION 47
2.5 RESEARCH ASSUMPTIONS 48
TABLE 2 KEY ASSUMPTIONS: MACRO-AND MICRO-ECONOMIC ENVIRONMENT 48
2.6 RESEARCH LIMITATIONS 49
2.7 RISK ASSESSMENT 49
TABLE 3 RISK ASSESSMENT 49
2.7.1 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON FAULT DETECTION AND CLASSIFICATION MARKET 49
3 EXECUTIVE SUMMARY 50
FIGURE 10 AUTOMOTIVE SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 50
FIGURE 11 SOFTWARE SEGMENT TO EXHIBIT HIGHEST CAGR IN MARKET DURING FORECAST PERIOD 51
FIGURE 12 CAMERA SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 51
FIGURE 13 ASIA PACIFIC TO ACCOUNT FOR LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 52
3.1 IMPACT OF RECESSION ON FAULT DETECTION AND CLASSIFICATION MARKET 53
FIGURE 14 PRE- AND POST-RECESSION IMPACT ON FAULT DETECTION AND CLASSIFICATION MARKET, 2019–2028 53
4 PREMIUM INSIGHTS 54
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN FAULT DETECTION AND CLASSIFICATION MARKET 54
FIGURE 15 HIGH DEMAND FOR APPLICATION-SPECIFIC INTEGRATED CIRCUITS
 TO DRIVE MARKET 54
4.2 FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION 54
FIGURE 16 MANUFACTURING SEGMENT LEAD MARKET DURING FORECAST PERIOD 54
4.3 FAULT DETECTION AND CLASSIFICATION MARKET FOR MANUFACTURING, BY APPLICATION 55
FIGURE 17 ASSEMBLY VERIFICATION SEGMENT TO EXHIBIT HIGHEST CAGR
FROM 2023 TO 2028 55
4.4 FAULT DETECTION AND CLASSIFICATION MARKET FOR PACKAGING, BY APPLICATION 55
FIGURE 18 LABEL VALIDATION SEGMENT TO CLAIM HIGHEST MARKET SHARE DURING FORECAST PERIOD 55
4.5 FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION 56
FIGURE 19 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2028, BY VALUE 56
4.6 FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY 56
FIGURE 20 CHINA TO DOMINATE MARKET DURING FORECAST PERIOD 56
 
5 MARKET OVERVIEW 57
5.1 INTRODUCTION 57
5.2 MARKET DYNAMICS 57
FIGURE 21 FAULT DETECTION AND CLASSIFICATION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 57
5.2.1 DRIVERS 58
5.2.1.1 Effective detection and management of complex systems in modern technological landscape 58
5.2.1.2 Improved plant-efficiency and reduced costs with quality control processes in manufacturing 58
5.2.1.3 Increasing focus on deployment of automated tools in manufacturing sector 58
5.2.1.4 High demand for application-specific integrated circuits 59
FIGURE 22 FAULT DETECTION AND CLASSIFICATION MARKET:
IMPACT ANALYSIS OF DRIVERS 60
5.2.2 RESTRAINTS 60
5.2.2.1 Shortage of skilled professionals 60
FIGURE 23 FAULT DETECTION AND CLASSIFICATION MARKET:
IMPACT ANALYSIS OF RESTRAINTS 61
5.2.3 OPPORTUNITIES 61
5.2.3.1 Improved production processes using AI-based fault detection and classification instruments 61
5.2.3.2 Government-led initiatives to boost adoption of automation and data acquisition systems 62
FIGURE 24 FAULT DETECTION AND CLASSIFICATION MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 62
5.2.4 CHALLENGES 62
5.2.4.1 Growing complexities in manufacturing processes attributed to technological innovations 62
FIGURE 25 FAULT DETECTION AND CLASSIFICATION MARKET: IMPACT ANALYSIS OF CHALLENGES 63
5.3 VALUE CHAIN ANALYSIS 63
FIGURE 26 FAULT DETECTION AND CLASSIFICATION MARKET: VALUE CHAIN ANALYSIS 63
5.3.1 RESEARCH & DEVELOPMENT ENGINEERS 64
5.3.2 RAW MATERIAL SUPPLIERS 64
5.3.3 MANUFACTURERS 64
5.3.4 SYSTEM INTEGRATORS 64
5.3.5 SUPPLIERS AND DISTRIBUTORS 64
5.4 PORTER’S FIVE FORCES ANALYSIS 65
TABLE 4 FAULT DETECTION AND CLASSIFICATION MARKET: PORTER’S
FIVE FORCES ANALYSIS 65
FIGURE 27 FAULT DETECTION AND CLASSIFICATION MARKET: PORTER’S
FIVE FORCES ANALYSIS 66
5.4.1 THREAT OF NEW ENTRANTS 66
5.4.2 THREAT OF SUBSTITUTES 67
5.4.3 BARGAINING POWER OF SUPPLIERS 67
5.4.4 BARGAINING POWER OF BUYERS 67
5.4.5 INTENSITY OF COMPETITIVE RIVALRY 67
5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 68
FIGURE 28 REVENUE SHIFT AND NEW REVENUE POCKETS FOR PLAYERS IN FAULT DETECTION AND CLASSIFICATION MARKET 68
5.6 ECOSYSTEM MAPPING 68
FIGURE 29 FAULT DETECTION AND CLASSIFICATION MARKET: ECOSYSTEM MAPPING 68
5.7 PRICING ANALYSIS 69
FIGURE 30 AVERAGE SELLING PRICE OF HARDWARE, 2019–2028 69
5.7.1 AVERAGE SELLING PRICE OF HARDWARE OFFERED BY KEY PLAYERS 69
FIGURE 31 AVERAGE SELLING PRICE OF HARDWARE, BY KEY PLAYERS 69
TABLE 5 AVERAGE SELLING PRICE OF HARDWARE OFFERED BY KEY PLAYERS 70
5.8 KEY STAKEHOLDERS AND BUYING CRITERIA 70
5.8.1 KEY STAKEHOLDERS IN BUYING PROCESS 70
FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 70
TABLE 6 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP VERTICALS 70
5.8.2 BUYING CRITERIA 71
FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 71
TABLE 7 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 71
5.9 PATENT ANALYSIS 72
FIGURE 34 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS DURING LAST 10 YEARS 72
FIGURE 35 REGIONAL ANALYSIS OF PATENTS GRANTED FOR FAULT DETECTION AND CLASSIFICATION DEVICES, 2022 73
TABLE 8 FAULT DETECTION AND CLASSIFICATION MARKET: INNOVATIONS AND PATENT REGISTRATIONS, 2021–2023 73
5.10 TECHNOLOGY ANALYSIS 75
5.10.1 LIQUID LENS 75
5.10.2 ROBOTIC VISION 75
5.10.3 DEEP LEARNING 75
5.11 TRADE ANALYSIS 75
5.11.1 IMPORT SCENARIO 75
TABLE 9 IMPORT DATA FOR FAULT DETECTION AND CLASSIFICATION INSTRUMENTS, BY COUNTRY, 2018–2022 (USD MILLION) 76
5.11.2 EXPORT SCENARIO 76
TABLE 10 EXPORT DATA FOR FAULT DETECTION AND CLASSIFICATION INSTRUMENTS, BY COUNTRY, 2018–2022 (USD MILLION) 77
5.12 CASE STUDY ANALYSIS 77
5.12.1 MICROSOFT PROVIDES END-TO-END FAULT DETECTION SYSTEM TO DETECT AND LOCALIZE FAULTS IN SOLAR PANELS BASED ON THEIR ELECTROLUMINESCENCE (EL) IMAGING 77
5.12.2 APPLIED MATERIALS, INC. OFFERS COST-EFFECTIVE APPROACH TO PROPAGATE FRONT-END FD PRACTICES INTO BACK-END ATP PROCESSES 77
 
5.13 KEY CONFERENCES AND EVENTS, 2023–2024 78
TABLE 11 FAULT DETECTION AND CLASSIFICATION MARKET: LIST OF
CONFERENCES AND EVENTS 78
5.14 REGULATORY LANDSCAPE 79
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 79
TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 80
5.14.2 STANDARDS 80
5.15 TARIFF ANALYSIS 81
TABLE 16 TARIFF FOR HS CODE 903033-COMPLIANT PRODUCTS EXPORTED BY GERMANY 81
TABLE 17 TARIFF FOR HS CODE 903033-COMPLIANT PRODUCTS EXPORTED BY CHINA, 2022 81
6 TYPES OF FAULTS DETECTED BY FAULT DETECTION AND CLASSIFICATION SYSTEMS 82
6.1 INTRODUCTION 82
6.2 DIMENSIONAL FAULT 82
6.2.1 INCREASING USE TO MINIMIZE DIMENSIONAL FAULTS LEADING TO HIGH COSTS AND DOWNTIME 82
6.3 SURFACE DEFECTS 82
6.3.1 IRREGULARITIES DUE TO ELECTRICAL SHORTS AND DEVICE FAILURES 82
6.4 CONTAMINATION FAULTS 83
6.4.1 INTERFERENCE IN PRECISE ETCHING AND DEPOSITION PROCESS DUE TO CONTAMINATION ISSUES 83
6.5 PROCESS VARIABILITY 83
6.5.1 FLUCTUATION IN CLEANROOM ENVIRONMENT IMPACTING PROCESS STABILITY 83
6.6 OTHER FAULT TYPES 84
7 TYPES OF TECHNOLOGY FOR FAULT DETECTION AND CLASSIFICATION 85
7.1 INTRODUCTION 85
7.2 SENSOR DATA ANALYSIS 85
7.2.1 GROWING NEED FOR ANALYSIS OF LARGE VOLUMES OF SENSOR DATA IN REAL-TIME TO DRIVE DEMAND 85
7.3 STATISTICAL METHODS 85
7.3.1 ABILITY TO TRANSFORM RAW DATA INTO ACTIONABLE INSIGHTS TO FOSTER SEGMENTAL GROWTH 85
7.4 MACHINE LEARNING ALGORITHMS 86
7.4.1 EARLY ISSUE DETECTION AND PREDICTIVE MAINTENANCE TO SPUR DEMAND 86
7.5 OTHER TECHNOLOGIES 86
8 FAULT DETECTION AND CLASSIFICATION MARKET, BY OFFERING 87
8.1 INTRODUCTION 88
FIGURE 36 HARDWARE SEGMENT TO CAPTURE LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 88
TABLE 18 FAULT DETECTION AND CLASSIFICATION MARKET, BY OFFERING, 2019–2022 (USD MILLION) 88
TABLE 19 FAULT DETECTION AND CLASSIFICATION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 88
8.2 SOFTWARE 89
8.2.1 RISING CRITICALITY OF INFRASTRUCTURE SYSTEMS TO FOSTER
SEGMENTAL GROWTH 89
8.3 HARDWARE 89
TABLE 20 HARDWARE: FAULT DETECTION AND CLASSIFICATION MARKET, 2019–2022 (USD MILLION) 90
TABLE 21 HARDWARE: FAULT DETECTION AND CLASSIFICATION MARKET, 2023–2028 (USD MILLION) 90
FIGURE 37 BY HARDWARE OFFERING, CAMERA SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 90
TABLE 22 HARDWARE: FAULT DETECTION AND CLASSIFICATION MARKET, 2019–2022 (MILLION UNITS) 91
TABLE 23 HARDWARE: FAULT DETECTION AND CLASSIFICATION MARKET, 2023–2028 (MILLION UNITS) 91
8.3.1 CAMERAS 91
8.3.1.1 Cameras, by format 91
8.3.1.1.1 Area scan cameras 92
8.3.1.1.1.1 Better flexibility than other cameras to drive demand 92
8.3.1.1.2 Line scan cameras 92
8.3.1.1.2.1 Cost advantage and high resolution to boost demand 92
8.3.1.2 Cameras, by frame rate 93
8.3.1.2.1 Ability to record smooth motion with less motion blur to foster segmental growth 93
8.3.2 SENSORS 93
8.3.2.1 CCD sensors 93
8.3.2.1.1 Less defective pixels due to simple structure to drive demand 93
8.3.2.2 CMOS sensors 94
8.3.2.2.1 Low power consumption and high-speed performance to drive demand 94
8.3.3 FRAME GRABBERS 94
8.3.3.1 Ability to capture high-resolution digital still images to boost demand 94
8.3.4 OPTICS 94
8.3.4.1 Need to regulate flaws in raw materials, components, and finished products to boost demand 94
8.3.5 PROCESSORS 95
8.3.5.1 High-resolution and real-time video analytics in vision algorithms to propel market 95
 
8.4 SERVICES 96
8.4.1 GROWING ADOPTION OF AI AND DEEP LEARNING TECHNOLOGIES
TO BOOST DEMAND 96
9 FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION 97
9.1 INTRODUCTION 98
FIGURE 38 MANUFACTURING SEGMENT TO CAPTURE LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 98
TABLE 24 FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 98
TABLE 25 FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 99
9.2 MANUFACTURING 99
TABLE 26 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 100
TABLE 27 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 100
FIGURE 39 ASSEMBLY VERIFICATION SEGMENT TO CAPTURE LARGEST MARKET SHARE FOR MANUFACTURING APPLICATIONS THROUGHOUT FORECAST PERIOD 100
TABLE 28 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 101
TABLE 29 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 101
TABLE 30 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2019–2022 (USD MILLION) 101
TABLE 31 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2023–2028 (USD MILLION) 102
TABLE 32 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION) 102
TABLE 33 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION) 102
TABLE 34 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION) 102
TABLE 35 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION) 103
TABLE 36 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION) 103
TABLE 37 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION) 103
TABLE 38 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION) 104
TABLE 39 MANUFACTURING: FAULT DETECTION AND CLASSIFICATION MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION) 104
9.2.1 ASSEMBLY VERIFICATION 104
9.2.1.1 AI- and deep learning-based fault detection and classification systems to offer growth opportunities 104
 
9.2.2 FLAW DETECTION 105
9.2.2.1 Measurement 105
9.2.2.1.1 Semiconductor and electronics industries to generate significant demand 105
9.2.2.2 Surface anomalies 105
9.2.2.2.1 Implementation of technologically advanced products to detect real-time complex defects to drive market 105
9.2.2.3 Fabrication inspection 106
9.2.2.3.1 Welding inspection 106
9.2.2.3.1.1 Rising demand for light and efficient designs to foster segmental growth 106
9.2.2.3.2 Semiconductor device fabrication 106
9.2.2.3.2.1 Growing miniaturization of semiconductor devices to propel market growth 106
9.3 PACKAGING 107
TABLE 40 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 107
TABLE 41 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 108
FIGURE 40 LABEL VALIDATION SEGMENT TO CAPTURE LARGEST MARKET SHARE THROUGHOUT FORECAST PERIOD 108
TABLE 42 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 109
TABLE 43 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 109
TABLE 44 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2019–2022 (USD MILLION) 109
TABLE 45 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2023–2028 (USD MILLION) 110
TABLE 46 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION) 110
TABLE 47 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION) 110
TABLE 48 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION) 110
TABLE 49 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION) 111
TABLE 50 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION) 111
TABLE 51 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION) 111
TABLE 52 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION) 112
TABLE 53 PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION) 112
 
9.3.1 GRADING 112
9.3.1.1 Introduction of application-specific products and solutions to
boost market 112
9.3.2 LABEL VALIDATION 113
9.3.2.1 Product information 113
9.3.2.1.1 Assurance of defect-free product labeling with advanced fault detection and classification systems to drive market 113
9.3.2.2 Barcodes 114
9.3.2.2.1 Increasing concerns about quality standards to boost demand 114
9.3.3 CONTAINER/PACKAGING INSPECTION 114
9.3.3.1 Packaging integrity 115
9.3.3.1.1 Assurance of product sterility and reduced dependence on manual and expensive inspection processes to drive market 115
10 FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL 116
10.1 INTRODUCTION 117
FIGURE 41 ELECTRONICS & SEMICONDUCTORS TO LEAD MARKET THROUGHOUT FORECAST PERIOD 117
TABLE 54 FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 117
TABLE 55 FAULT DETECTION AND CLASSIFICATION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 118
10.2 AUTOMOTIVE 118
10.2.1 RISING PRODUCTION OF HYBRID AND ELECTRIC VEHICLES TO BOOST MARKET 118
TABLE 56 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 119
TABLE 57 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 119
FIGURE 42 ASSEMBLY VERIFICATION TO LEAD MARKET THROUGHOUT FORECAST PERIOD 120
TABLE 58 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2019–2022 (USD MILLION) 120
TABLE 59 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION) 120
TABLE 60 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2019–2022 (USD MILLION) 121
TABLE 61 AUTOMOTIVE: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2023–2028 (USD MILLION) 121
10.3 ELECTRONICS & SEMICONDUCTORS 121
10.3.1 ABILITY TO DETECT COMPLEX AND MACRO DEFECTS TO BOOST DEMAND 121
TABLE 62 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 122
TABLE 63 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 122
FIGURE 43 BY MANUFACTURING APPLICATION, FABRIC INSPECTION TO DOMINATE MARKET DURING FORECAST PERIOD 122
TABLE 64 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2019–2022 (USD MILLION) 123
TABLE 65 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION) 123
TABLE 66 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2019–2022 (USD MILLION) 123
TABLE 67 ELECTRONICS & SEMICONDUCTORS: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2023–2028 (USD MILLION) 123
10.4 METALS & MACHINERY 124
10.4.1 DEPLOYMENT OF INDUSTRY 4.0 AND IIOT IN METALS & MACHINERY
TO DRIVE MARKET 124
TABLE 68 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 124
TABLE 69 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 124
FIGURE 44 ASSEMBLY VERIFICATION SEGMENT TO EXHIBIT HIGHEST CAGR IN FAULT DETECTION AND CLASSIFICATION MARKET FOR MANUFACTURING APPLICATIONS DURING FORECAST PERIOD 125
TABLE 70 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2019–2022 (USD MILLION) 125
TABLE 71 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION) 125
TABLE 72 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2019–2022 (USD MILLION) 126
TABLE 73 METALS & MACHINERY: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2023–2028 (USD MILLION) 126
10.5 FOOD & PACKAGING 126
10.5.1 IMPLEMENTATION OF AI AND DEEP LEARNING SOFTWARE IN FOOD & PACKAGING TO DRIVE MARKET 126
TABLE 74 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 127
TABLE 75 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 127
FIGURE 45 ASSEMBLY VERIFICATION SEGMENT TO DISPLAY HIGHEST CAGR IN FAULT DETECTION AND CLASSIFICATION MARKET FOR MANUFACTURING APPLICATIONS THROUGHOUT FORECAST PERIOD 127
TABLE 76 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2019–2022 (USD MILLION) 128
TABLE 77 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION) 128
TABLE 78 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2019–2022 (USD MILLION) 128
TABLE 79 FOOD & PACKAGING: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2023–2028 (USD MILLION) 128
10.6 PHARMACEUTICALS 129
10.6.1 ABILITY TO INSPECT LARGE NUMBER OF TABLETS ACCURATELY TO
BOOST DEMAND 129
TABLE 80 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 129
TABLE 81 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 129
FIGURE 46 ASSEMBLY VERIFICATION TO DISPLAY HIGHEST CAGR DURING FORECAST PERIOD 130
TABLE 82 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2019–2022 (USD MILLION) 130
TABLE 83 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION) 130
TABLE 84 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2019–2022 (USD MILLION) 131
TABLE 85 PHARMACEUTICALS: FAULT DETECTION AND CLASSIFICATION MARKET, BY PACKAGING APPLICATION, 2023–2028 (USD MILLION) 131
11 FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION 132
11.1 INTRODUCTION 133
FIGURE 47 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 133
TABLE 86 FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2019–2022 (USD MILLION) 134
TABLE 87 FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2023–2028 (USD MILLION) 134
11.2 NORTH AMERICA 135
FIGURE 48 NORTH AMERICA: FAULT DETECTION AND CLASSIFICATION MARKET SNAPSHOT 136
TABLE 88 NORTH AMERICA: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 136
TABLE 89 NORTH AMERICA: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 137
11.2.1 US 137
11.2.1.1 Presence of established players to foster market growth 137
TABLE 90 US: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 137
TABLE 91 US: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 138
11.2.2 CANADA 138
11.2.2.1 Thriving automotive and aerospace sectors to contribute to market growth 138
TABLE 92 CANADA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 138
TABLE 93 CANADA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 139
11.2.3 MEXICO 139
11.2.3.1 Growing FDIs in manufacturing to boost market growth 139
TABLE 94 MEXICO: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 139
TABLE 95 MEXICO: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 140
11.2.4 NORTH AMERICA: RECESSION IMPACT 140
11.3 EUROPE 141
FIGURE 49 EUROPE: FAULT DETECTION AND CLASSIFICATION MARKET SNAPSHOT 141
TABLE 96 EUROPE: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 142
TABLE 97 EUROPE: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 142
11.3.1 GERMANY 142
11.3.1.1 Increasing demand for robots in automotive and electronics industries to foster market growth 142
TABLE 98 GERMANY: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 143
TABLE 99 GERMANY: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 143
11.3.2 UK 143
11.3.2.1 Pharmaceutical industry to create significant demand for fault detection and classification systems 143
TABLE 100 UK: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 144
TABLE 101 UK: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 144
11.3.3 FRANCE 144
11.3.3.1 Rising automobile production to boost demand 144
TABLE 102 FRANCE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 144
TABLE 103 FRANCE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 145
11.3.4 REST OF EUROPE 145
TABLE 104 REST OF EUROPE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 145
TABLE 105 REST OF EUROPE: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 146
11.3.5 EUROPE: RECESSION IMPACT 146
11.4 ASIA PACIFIC 146
FIGURE 50 ASIA PACIFIC: FAULT DETECTION AND CLASSIFICATION MARKET SNAPSHOT 147
TABLE 106 ASIA PACIFIC: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 147
TABLE 107 ASIA PACIFIC: FAULT DETECTION AND CLASSIFICATION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 148
11.4.1 CHINA 148
11.4.1.1 Established manufacturing hub for consumer electronics and automobiles to propel market growth 148
TABLE 108 CHINA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 148
TABLE 109 CHINA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 149
11.4.2 JAPAN 149
11.4.2.1 Healthy growth of consumer electronics industry to boost demand 149
TABLE 110 JAPAN: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 149
TABLE 111 JAPAN: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 150
11.4.3 SOUTH KOREA 150
11.4.3.1 Expanding consumer electronics industry and manufacturing sector to boost market growth 150
TABLE 112 SOUTH KOREA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 151
TABLE 113 SOUTH KOREA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 151
11.4.4 INDIA 151
11.4.4.1 Government-led campaigns for boosting domestic manufacturing sector to drive market 151
TABLE 114 INDIA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 152
TABLE 115 INDIA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 152
11.4.5 REST OF ASIA PACIFIC 152
TABLE 116 REST OF ASIA PACIFIC: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 152
TABLE 117 REST OF ASIA PACIFIC: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 153
11.4.6 ASIA PACIFIC: RECESSION IMPACT 153
11.5 ROW 154
TABLE 118 ROW: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2019–2022 (USD MILLION) 154
TABLE 119 ROW: FAULT DETECTION AND CLASSIFICATION MARKET, BY REGION, 2023–2028 (USD MILLION) 154
11.5.1 MIDDLE EAST & AFRICA 154
11.5.1.1 Booming energy & power industry to fuel demand 154
TABLE 120 MEA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 155
TABLE 121 MEA: FAULT DETECTION AND CLASSIFICATION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 155
11.5.2 SOUTH AMERICA 155
11.5.2.1 Rising need for high-quality automated inspections to drive demand 155
TABLE 122 SOUTH AMERICA: FAULT DETECTION AND CLASSIFICATION MARKET,
BY APPLICATION, 2019–2022 (USD MILLION) 156
TABLE 123 SOUTH AMERICA: FAULT DETECTION AND CLASSIFICATION MARKET,
BY APPLICATION, 2023–2028 (USD MILLION) 156
11.5.3 ROW: RECESSION IMPACT 156
12 COMPETITIVE LANDSCAPE 157
12.1 OVERVIEW 157
12.2 KEY STRATEGIES ADOPTED BY MAJOR PLAYERS 157
TABLE 124 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS 157
12.2.1 PRODUCT PORTFOLIO 158
12.2.2 REGIONAL FOCUS 158
12.2.3 MANUFACTURING FOOTPRINT 158
12.2.4 ORGANIC/INORGANIC STRATEGIES 158
12.3 MARKET SHARE ANALYSIS, 2022 158
TABLE 125 FAULT DETECTION AND CLASSIFICATION MARKET SHARE ANALYSIS, 2022 159
12.4 REVENUE ANALYSIS, 2018–2022 160
FIGURE 51 FAULT DETECTION AND CLASSIFICATION SYSTEMS:
REVENUE ANALYSIS OF FIVE KEY PLAYERS, 2018–2022 160
12.5 EVALUATION MATRIX OF KEY COMPANIES, 2022 161
12.5.1 STARS 161
12.5.2 EMERGING LEADERS 161
12.5.3 PERVASIVE PLAYERS 161
12.5.4 PARTICIPANTS 161
FIGURE 52 FAULT DETECTION AND CLASSIFICATION SYSTEMS:
EVALUATION MATRIX OF KEY COMPANIES, 2022 162
12.6 EVALUATION MATRIX OF STARTUPS/SMES, 2022 163
TABLE 126 FAULT DETECTION AND CLASSIFICATION MARKET:
LIST OF KEY STARTUPS/SMES 163
TABLE 127 FAULT DETECTION AND CLASSIFICATION MARKET:
STARTUPS/SMES COMPANY PROFILE 163
TABLE 128 FAULT DETECTION AND CLASSIFICATION MARKET:
COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES (OFFERING) 164
TABLE 129 FAULT DETECTION AND CLASSIFICATION MARKET:
COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES (VERTICAL FOOTPRINT) 164
TABLE 130 FAULT DETECTION AND CLASSIFICATION MARKET:
COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES (REGION FOOTPRINT) 164
12.6.1 PROGRESSIVE COMPANIES 164
12.6.2 RESPONSIVE COMPANIES 164
12.6.3 DYNAMIC COMPANIES 165
12.6.4 STARTING BLOCKS 165
FIGURE 53 FAULT DETECTION AND CLASSIFICATION MARKET: EVALUATION MATRIX OF STARTUPS/SME, 2022 165
12.7 COMPANY FOOTPRINT 166
TABLE 131 FAULT DETECTION AND CLASSIFICATION MARKET: COMPANY FOOTPRINT 166
TABLE 132 VERTICAL: COMPANY FOOTPRINT 167
TABLE 133 OFFERING: COMPANY FOOTPRINT 168
TABLE 134 REGION: COMPANY FOOTPRINT 169
12.8 COMPETITIVE SCENARIOS AND TRENDS 170
12.8.1 PRODUCT LAUNCHES 170
TABLE 135 FAULT DETECTION AND CLASSIFICATION MARKET:
PRODUCT LAUNCHES, 2019–2023 170
12.8.2 DEALS 177
TABLE 136 FAULT DETECTION AND CLASSIFICATION MARKET:
DEALS, 2019–2023 177
12.8.3 OTHERS 181
TABLE 137 FAULT DETECTION AND CLASSIFICATION MARKET: OTHERS, 2019–2023 181
 

13 COMPANY PROFILES 182
(Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
13.1 KEY PLAYERS 182
13.1.1 KEYENCE CORPORATION 182
TABLE 138 KEYENCE CORPORATION: COMPANY OVERVIEW 182
FIGURE 54 KEYENCE CORPORATION: COMPANY SNAPSHOT 183
TABLE 139 KEYENCE CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 183
TABLE 140 KEYENCE CORPORATION: PRODUCT LAUNCHES 185
13.1.2 COGNEX CORPORATION 187
TABLE 141 COGNEX CORPORATION: COMPANY OVERVIEW 187
FIGURE 55 COGNEX CORPORATION: COMPANY SNAPSHOT 187
TABLE 142 COGNEX CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 188
TABLE 143 COGNEX CORPORATION: PRODUCT LAUNCHES 189
TABLE 144 COGNEX CORPORATION: DEALS 190
13.1.3 OMRON CORPORATION 192
TABLE 145 OMRON CORPORATION: COMPANY OVERVIEW 192
FIGURE 56 OMRON CORPORATION: COMPANY SNAPSHOT 193
TABLE 146 OMRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 193
TABLE 147 OMRON CORPORATION: PRODUCT LAUNCHES 195
TABLE 148 OMRON CORPORATION: DEALS 197
TABLE 149 OMRON CORPORATION: OTHERS 197
13.1.4 TELEDYNE TECHNOLOGIES INCORPORATED 199
TABLE 150 TELEDYNE TECHNOLOGIES INCORPORATED: COMPANY OVERVIEW 199
FIGURE 57 TELEDYNE TECHNOLOGIES INCORPORATED: COMPANY SNAPSHOT 200
TABLE 151 TELEDYNE TECHNOLOGIES INCORPORATED: PRODUCTS/SOLUTIONS/SERVICES OFFERED 200
TABLE 152 TELEDYNE TECHNOLOGIES INCORPORATED: PRODUCT LAUNCHES 202
TABLE 153 TELEDYNE TECHNOLOGIES INCORPORATED: DEALS 204
13.1.5 KLA CORPORATION 205
TABLE 154 KLA CORPORATION: COMPANY OVERVIEW 205
FIGURE 58 KLA CORPORATION: COMPANY SNAPSHOT 206
TABLE 155 KLA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 207
TABLE 156 KLA CORPORATION: PRODUCT LAUNCHES 208
TABLE 157 KLA CORPORATION: DEALS 209
TABLE 158 KLA CORPORATION: OTHERS 209
13.1.6 SIEMENS 211
TABLE 159 SIEMENS: COMPANY OVERVIEW 211
FIGURE 59 SIEMENS: COMPANY SNAPSHOT 212
TABLE 160 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 212
TABLE 161 SIEMENS: DEALS 213
 
13.1.7 MICROSOFT 214
TABLE 162 MICROSOFT: COMPANY OVERVIEW 214
FIGURE 60 MICROSOFT: COMPANY SNAPSHOT 215
TABLE 163 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 215
TABLE 164 MICROSOFT: PRODUCT LAUNCHES 216
TABLE 165 MICROSOFT: DEALS 217
13.1.8 AMAZON WEB SERVICES, INC. 219
TABLE 166 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW 219
FIGURE 61 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 220
TABLE 167 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 220
TABLE 168 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES 222
TABLE 169 AMAZON WEB SERVICES, INC.: DEALS 223
TABLE 170 AMAZON WEB SERVICES, INC.: OTHERS 224
13.1.9 TOKYO ELECTRON LIMITED 225
TABLE 171 TOKYO ELECTRON LIMITED: COMPANY OVERVIEW 225
FIGURE 62 TOKYO ELECTRON LIMITED: COMPANY SNAPSHOT 226
TABLE 172 TOKYO ELECTRON LIMITED: PRODUCTS/SOLUTIONS/SERVICES OFFERED 227
13.1.10 SYNOPSYS, INC. 228
TABLE 173 SYNOPSYS, INC.: COMPANY OVERVIEW 228
FIGURE 63 SYNOPSYS, INC.: COMPANY SNAPSHOT 229
TABLE 174 SYNOPSYS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 175 SYNOPSYS, INC.: PRODUCT LAUNCHES 230
TABLE 176 SYNOPSYS, INC.: DEALS 231
13.1.11 APPLIED MATERIALS, INC. 232
TABLE 177 APPLIED MATERIALS, INC.: COMPANY OVERVIEW 232
FIGURE 64 APPLIED MATERIALS, INC.: COMPANY SNAPSHOT 233
TABLE 178 APPLIED MATERIALS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 234
TABLE 179 APPLIED MATERIALS, INC.: PRODUCT LAUNCHES 234
13.2 OTHER PLAYERS 235
13.2.1 EINNOSYS TECHNOLOGIES INC. 235
13.2.2 DATALOGIC S.P.A. 236
13.2.3 PDF SOLUTIONS 237
13.2.4 NIKON CORPORATION 238
13.2.5 INFICON 239
13.2.6 QUALITAS TECHNOLOGIES 240
13.2.7 BEYONDMINDS 241
13.2.8 ELUNIC AG 242
13.2.9 CHOOCH INTELLIGENCE TECHNOLOGIES 242
13.2.10 KILI TECHNOLOGY 243
13.2.11 MOBIDEV 244
13.2.12 DWFRITZ AUTOMATION, LLC 244
13.2.13 RADIANT OPTRONICS PTE LTD 245
13.2.14 VISIONIFY.AI 245
13.3 SOUTH KOREA – OTHER PLAYERS 246
13.3.1 SAMSUNG SDS 246
13.3.2 LS ELECTRIC CO., LTD. 247
13.3.3 DOOSAN CORPORATION (DOOSAN ŠKODA POWER) 248
13.3.4 HYUNDAI HEAVY INDUSTRIES 249
*Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.
14 APPENDIX 250
14.1 DISCUSSION GUIDE 250
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 254
14.3 CUSTOMIZATION OPTIONS 256
14.4 RELATED REPORTS 256
14.5 AUTHOR DETAILS 257