Fault Detection and Classification (FDC) Market

Fault Detection and Classification (FDC) Market (Offering: Hardware, Software, and Services) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2024-2034

Fault Detection and Classification (FDC) Market Outlook 2034

  • The global industry was valued at US$ 6.2 Bn in 2023
  • It is estimated to grow at a CAGR of 5.0% from 2024 to 2034 and reach US$ 10.8 Bn by the end of 2034

Analyst Viewpoint

Rise in miniaturization of electronic devices is driving the fault detection and classification (FDC) market value. Miniaturized electronic systems are rapidly penetrating various fields including aerospace, research, automotive, electrical & electronics, and healthcare. FDC is employed during R&D to ensure the stable performance of these systems.

Growth in investment in wafer fabrication is augmenting the fault detection and classification (FDC) market revenue. Developing countries are emphasizing the establishment of new semiconductor fabrication facilities to boost their domestic semiconductor sector.

Implementation of stringent regulations and standards regarding product quality and safety is likely to offer lucrative fault detection and classification (FDC) market opportunities to vendors. Stakeholders in the electronics & semiconductor sector and other end-use industries are seeking reliable and effective FDC methods to ensure consistent and high-quality production processes.

Market Introduction

Fault Detection and Classification (FDC) is a process used to identify and categorize abnormalities or faults that may occur during operation. The process is widely used in industries such as electronics & semiconductors, pharmaceuticals, manufacturing, energy, oil & gas, chemicals, metal & machinery, food & beverage, and research & academia.

In the energy sector, FDC can detect and classify electrical anomalies in a power system. This anomaly detection and classification is paramount to ensure safety, prevent equipment damage, and maintain uninterrupted operations.

Attribute Detail
Market Drivers
  • Rise in Miniaturization of Electronic Devices
  • Growth in Investment in Wafer Fabrication

Rise in Miniaturization of Electronic Devices Fueling Fault Detection and Classification (FDC) Market Demand

Advanced fault detection and classification (FDC) technologies are gaining traction in the electronics & semiconductors sector due to the rise in adoption of modern electronic devices and Integrated Chips (ICs).

One such advancement involves the integration of Machine Learning (ML) into FDC to determine anomalies that occur during semiconductor manufacturing. This integration can play a critical role in the electronics & semiconductors sector, especially with the increase in miniaturization of electronic devices, chips, and other components.

In 2023, Vishay Intertechnology, Inc. introduced three new miniaturized infrared (IR) sensor modules for remote control systems in industrial warehouse robotics and consumer electronics such as TVs, set-top boxes (STB), sound bars, and gaming consoles.

Hence, increase in miniaturization of electronic devices is augmenting the fault detection and classification (FDC) market size.

Growth in Investment in Wafer Fabrication Boosting Market Statistics

Wafer-level high-performance fault detection and classification (FDC) systems are gaining traction in high-volume semiconductor fabrication. Die chipping caused by the dicer saw during cutting strongly influences the quality of the wafer dicing process.

Tool-based FDC can be utilized to improve product quality. This FDC can collect extensive tool sensor data from a dicer saw. It can then generate analytical data and store it in a database.

Surge in investment in wafer fabrication is contributing to the fault detection and classification (FDC) market growth. In April 2024, Polymatech Electronics, an opto-semiconductors company, signed a Memorandum of Understanding (MoU) with Orbray, a Japan-based precision manufacturing company, for sapphire wafer fabrication.

Regional Outlook

Attribute Detail
Leading Region Asia Pacific

According to the latest fault detection and classification (FDC) market analysis, Asia Pacific accounted for largest share in 2023. The region is projected to maintain its dominance during the forecast period.

Presence of major semiconductor manufacturers and growth in the electronics & semiconductors sector are driving the market dynamics of Asia Pacific.

South Korea, Taiwan, Japan, and China are key players in the electronics & semiconductors sector in the region. In 2022, China (US$ 70.2 Bn), Japan (US$ 9.88 Bn), and Malaysia (US$ 9.24 Bn) were the top exporters of semiconductor devices, according to the Observatory of Economic Complexity (OEC).

Rise in adoption of automation and Industry 4.0 technologies is also boosting the fault detection and classification (FDC) market share in Asia Pacific.

In June 2024, India’s Department of Telecommunications (DoT) launched a pioneering initiative to support micro, small, and medium enterprises (MSMEs) and startups in adopting emerging Industry 4.0 technologies.

Analysis of Key Players

Key players operating in the global fault detection and classification (FDC) market are developing advanced fault detection and localization strategies for smart grids to benefit from the increase in the adoption of smart energy systems.

ADVANTEST CORPORATION, Amazon Web Services, Inc., Clockworks Analytics, Cognex Corporation, einnoSys Technologies Inc., elunic AG, INFICON Holding AG, Keyence Corporation, KLA Corporation, LayTec AG, Microsoft Corporation, OMRON Corporation, Siemens, Synopsys, Inc., Teledyne Technologies, Teradyne Inc., and Tokyo Electron Limited are key players operating in the fault detection and classification (FDC) industry.

These companies have been profiled in the fault detection and classification (FDC) market report based on parameters such as company overview, business segments, product portfolio, recent developments, business strategies, and financial overview.

Key Developments

  • In 2023, Advantest Corporation launched the T5230 memory wafer test solution; the STM32G third-generation protocol NAND system-level test module for the T5851 memory tester; and the T5835 high-speed wafer-sort interface option, expanding its suite of memory test products for NAND Flash and non-volatile memory (NVM) devices
  • In 2023, Clockworks Analytics raised US$ 16.1 Mn to support product development, marketing, and global expansion

Fault Detection and Classification (FDC) Market Snapshot

Attribute Detail
Market Size in 2023 US$ 6.2 Bn
Market Forecast (Value) in 2034 US$ 10.8 Bn
Growth Rate (CAGR) 5.0%
Forecast Period 2024-2034
Historical Data Available for 2020-2022
Quantitative Units US$ Bn for Value and Thousand Units for Volume
Market Analysis It includes segment analysis as well as regional level analysis. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces Analysis, value chain analysis, and key trend analysis.
Competition Landscape
  • Market share analysis by company (2023)
  • Company profiles section includes overview, product portfolio, sales footprint, key subsidiaries or distributors, strategy and recent developments, and key financials
Format Electronic (PDF) + Excel
Market Segmentation
  • By Offering
    • Hardware
      • Sensors
        • Photoelectric Sensors
        • Fiber Optic Sensors
        • Positioning Sensors
        • Vision Sensors
        • Others (Proximity Sensors, Laser Sensors, etc.)
      • Cameras
        • Area Scan Cameras
        • Line Scan Cameras
        • 3D Cameras
      • Machine Control Systems
        • PLC
        • HMI
        • Power Supply Units
        • Control Units
        • Others (RFID Systems, Industrial PC, etc.)
      • Barcode Readers
      • Data Loggers
    • Software
      • RPA
      • SCADA
    • Services
  • By Application
    • Defect Discovery
    • Line Monitoring
    • Process Monitoring
    • Equipment Monitoring
    • Yield Monitoring
    • Quality Control
    • Process Control
    • Others (Label Validation, Fabrication Inspection, etc.)
  • By End-use Industry
    • Semiconductor IDM & Foundry
    • Pharma & Medical
    • Industrial Manufacturing
    • Energy
    • Oil & Gas
    • Chemical
    • Research & Academia
    • Others (Metal & Machinery, Food & Beverage, etc.)
Regions Covered
  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America
Countries Covered
  • U.S.
  • Canada
  • Germany
  • U.K.
  • France
  • Japan
  • China
  • India
  • ASEAN
  • South Korea
  • South Africa
  • GCC
  • Brazil
Companies Profiled
  • ADVANTEST CORPORATION
  • Amazon Web Services, Inc.
  • Clockworks Analytics
  • Cognex Corporation
  • einnoSys Technologies Inc.
  • elunic AG
  • INFICON Holding AG
  • Keyence Corporation
  • KLA Corporation
  • LayTec AG
  • Microsoft Corporation
  • OMRON Corporation
  • Siemens
  • Synopsys, Inc.
  • Teledyne Technologies
  • Teradyne Inc.
  • Tokyo Electron Limited
Customization Scope Available upon request
Pricing Available upon request

Frequently Asked Questions

How big was the global fault detection and classification (FDC) market in 2023?

It was valued at US$ 6.2 Bn in 2023

How is the fault detection and classification (FDC) industry expected to grow during the forecast period?

It is anticipated to grow at a CAGR of 5.0% from 2024 to 2034

What are the key factors driving the demand for fault detection and classification (FDC)?

Rise in miniaturization of electronic devices and growth in investment in wafer fabrication

Which was the major region in the global fault detection and classification (FDC) landscape in 2023?

Asia Pacific was the leading region in 2023

Who are the prominent fault detection and classification (FDC) vendors?

ADVANTEST CORPORATION, Amazon Web Services, Inc., Clockworks Analytics, Cognex Corporation, einnoSys Technologies Inc., elunic AG, INFICON Holding AG, Keyence Corporation, KLA Corporation, LayTec AG, Microsoft Corporation, OMRON Corporation, Siemens, Synopsys, Inc., Teledyne Technologies, Teradyne Inc., and Tokyo Electron Limited

    1. Preface

        1.1. Market and Segment Definitions

        1.2. Market Taxonomy

        1.3. Research Methodology

        1.4. Assumption and Acronyms

    2. Executive Summary

        2.1. Global Fault Detection and Classification (FDC) Market Overview

        2.2. Regional Outline

        2.3. Industry Outline

        2.4. Market Dynamics Snapshot

        2.5. Competition Blueprint

    3. Market Dynamics

        3.1. Macro-economic Factors

        3.2. Drivers

        3.3. Restraints

        3.4. Opportunities

        3.5. Key Trends

        3.6. Regulatory Framework

    4. Associated Industry and Key Indicator Assessment

        4.1. Parent Industry Overview

        4.2. Ecosystem Analysis

        4.3. Pricing Analysis

        4.4. Technology Roadmap Analysis

        4.5. Industry SWOT Analysis

        4.6. Porter’s Five Forces Analysis

    5. Global Fault Detection and Classification (FDC) Market Analysis, by Offering

        5.1. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            5.1.1. Hardware

                5.1.1.1. Sensors

                    5.1.1.1.1. Photoelectric Sensors

                    5.1.1.1.2. Fiber Optic Sensors

                    5.1.1.1.3. Positioning Sensors

                    5.1.1.1.4. Vision Sensors

                    5.1.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                5.1.1.2. Cameras

                    5.1.1.2.1. Area Scan Cameras

                    5.1.1.2.2. Line Scan Cameras

                    5.1.1.2.3. 3D Cameras

                5.1.1.3. Machine Control Systems

                    5.1.1.3.1. PLC

                    5.1.1.3.2. HMI

                    5.1.1.3.3. Power Supply Units

                    5.1.1.3.4. Control Units

                    5.1.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                5.1.1.4. Barcode Readers

                5.1.1.5. Data Loggers

            5.1.2. Software

                5.1.2.1. RPA

                5.1.2.2. SCADA

            5.1.3. Services

        5.2. Market Attractiveness Analysis, by Offering

    6. Global Fault Detection and Classification (FDC) Market Analysis, by Application

        6.1. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            6.1.1. Defect Discovery

            6.1.2. Line Monitoring

            6.1.3. Process Monitoring

            6.1.4. Equipment Monitoring

            6.1.5. Yield Monitoring

            6.1.6. Quality Control

            6.1.7. Process Control

            6.1.8. Others (Label Validation, Fabrication Inspection, etc.)

        6.2. Market Attractiveness Analysis, by Application

    7. Global Fault Detection and Classification (FDC) Market Analysis, by End-use Industry

        7.1. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            7.1.1. Semiconductor IDM & Foundry

            7.1.2. Pharma & Medical

            7.1.3. Industrial Manufacturing

            7.1.4. Energy

            7.1.5. Oil & Gas

            7.1.6. Chemical

            7.1.7. Research & Academia

            7.1.8. Others (Metal & Machinery, Food & Beverage, etc.)

        7.2. Market Attractiveness Analysis, by End-use Industry

    8. Global Fault Detection and Classification (FDC) Market Analysis and Forecast, by Region

        8.1. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Region, 2020-2034

            8.1.1. North America

            8.1.2. Europe

            8.1.3. Asia Pacific

            8.1.4. Middle East & Africa

            8.1.5. South America

        8.2. Market Attractiveness Analysis, by Region

    9. North America Fault Detection and Classification (FDC) Market Analysis and Forecast

        9.1. Market Snapshot

        9.2. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            9.2.1. Hardware

                9.2.1.1. Sensors

                    9.2.1.1.1. Photoelectric Sensors

                    9.2.1.1.2. Fiber Optic Sensors

                    9.2.1.1.3. Positioning Sensors

                    9.2.1.1.4. Vision Sensors

                    9.2.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                9.2.1.2. Cameras

                    9.2.1.2.1. Area Scan Cameras

                    9.2.1.2.2. Line Scan Cameras

                    9.2.1.2.3. 3D Cameras

                9.2.1.3. Machine Control Systems

                    9.2.1.3.1. PLC

                    9.2.1.3.2. HMI

                    9.2.1.3.3. Power Supply Units

                    9.2.1.3.4. Control Units

                    9.2.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                9.2.1.4. Barcode Readers

                9.2.1.5. Data Loggers

            9.2.2. Software

                9.2.2.1. RPA

                9.2.2.2. SCADA

            9.2.3. Services

        9.3. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            9.3.1. Defect Discovery

            9.3.2. Line Monitoring

            9.3.3. Process Monitoring

            9.3.4. Equipment Monitoring

            9.3.5. Yield Monitoring

            9.3.6. Quality Control

            9.3.7. Process Control

            9.3.8. Others (Label Validation, Fabrication Inspection, etc.)

        9.4. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            9.4.1. Semiconductor IDM & Foundry

            9.4.2. Pharma & Medical

            9.4.3. Industrial Manufacturing

            9.4.4. Energy

            9.4.5. Oil & Gas

            9.4.6. Chemical

            9.4.7. Research & Academia

            9.4.8. Others (Metal & Machinery, Food & Beverage, etc.)

        9.5. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Country, 2020-2034

            9.5.1. U.S.

            9.5.2. Canada

            9.5.3. Rest of North America

        9.6. Market Attractiveness Analysis

            9.6.1. By Offering

            9.6.2. By Application

            9.6.3. By End-use Industry

            9.6.4. By Country/Sub-region

    10. Europe Fault Detection and Classification (FDC) Market Analysis and Forecast

        10.1. Market Snapshot

        10.2. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            10.2.1. Hardware

                10.2.1.1. Sensors

                    10.2.1.1.1. Photoelectric Sensors

                    10.2.1.1.2. Fiber Optic Sensors

                    10.2.1.1.3. Positioning Sensors

                    10.2.1.1.4. Vision Sensors

                    10.2.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                10.2.1.2. Cameras

                    10.2.1.2.1. Area Scan Cameras

                    10.2.1.2.2. Line Scan Cameras

                    10.2.1.2.3. 3D Cameras

                10.2.1.3. Machine Control Systems

                    10.2.1.3.1. PLC

                    10.2.1.3.2. HMI

                    10.2.1.3.3. Power Supply Units

                    10.2.1.3.4. Control Units

                    10.2.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                10.2.1.4. Barcode Readers

                10.2.1.5. Data Loggers

            10.2.2. Software

                10.2.2.1. RPA

                10.2.2.2. SCADA

            10.2.3. Services

        10.3. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            10.3.1. Defect Discovery

            10.3.2. Line Monitoring

            10.3.3. Process Monitoring

            10.3.4. Equipment Monitoring

            10.3.5. Yield Monitoring

            10.3.6. Quality Control

            10.3.7. Process Control

            10.3.8. Others (Label Validation, Fabrication Inspection, etc.)

        10.4. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            10.4.1. Semiconductor IDM & Foundry

            10.4.2. Pharma & Medical

            10.4.3. Industrial Manufacturing

            10.4.4. Energy

            10.4.5. Oil & Gas

            10.4.6. Chemical

            10.4.7. Research & Academia

            10.4.8. Others (Metal & Machinery, Food & Beverage, etc.)

        10.5. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Country and Sub-region, 2020-2034

            10.5.1. U.K.

            10.5.2. Germany

            10.5.3. France

            10.5.4. Rest of Europe

        10.6. Market Attractiveness Analysis

            10.6.1. By Offering

            10.6.2. By Application

            10.6.3. By End-use Industry

            10.6.4. By Country/Sub-region

    11. Asia Pacific Fault Detection and Classification (FDC) Market Analysis and Forecast

        11.1. Market Snapshot

        11.2. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            11.2.1. Hardware

                11.2.1.1. Sensors

                    11.2.1.1.1. Photoelectric Sensors

                    11.2.1.1.2. Fiber Optic Sensors

                    11.2.1.1.3. Positioning Sensors

                    11.2.1.1.4. Vision Sensors

                    11.2.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                11.2.1.2. Cameras

                    11.2.1.2.1. Area Scan Cameras

                    11.2.1.2.2. Line Scan Cameras

                    11.2.1.2.3. 3D Cameras

                11.2.1.3. Machine Control Systems

                    11.2.1.3.1. PLC

                    11.2.1.3.2. HMI

                    11.2.1.3.3. Power Supply Units

                    11.2.1.3.4. Control Units

                    11.2.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                11.2.1.4. Barcode Readers

                11.2.1.5. Data Loggers

            11.2.2. Software

                11.2.2.1. RPA

                11.2.2.2. SCADA

            11.2.3. Services

        11.3. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            11.3.1. Defect Discovery

            11.3.2. Line Monitoring

            11.3.3. Process Monitoring

            11.3.4. Equipment Monitoring

            11.3.5. Yield Monitoring

            11.3.6. Quality Control

            11.3.7. Process Control

            11.3.8. Others (Label Validation, Fabrication Inspection, etc.)

        11.4. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            11.4.1. Semiconductor IDM & Foundry

            11.4.2. Pharma & Medical

            11.4.3. Industrial Manufacturing

            11.4.4. Energy

            11.4.5. Oil & Gas

            11.4.6. Chemical

            11.4.7. Research & Academia

            11.4.8. Others (Metal & Machinery, Food & Beverage, etc.)

        11.5. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Country and Sub-region, 2020-2034

            11.5.1. China

            11.5.2. Japan

            11.5.3. India

            11.5.4. South Korea

            11.5.5. ASEAN

            11.5.6. Rest of Asia Pacific

        11.6. Market Attractiveness Analysis

            11.6.1. By Offering

            11.6.2. By Application

            11.6.3. By End-use Industry

            11.6.4. By Country/Sub-region

    12. Middle East & Africa Fault Detection and Classification (FDC) Market Analysis and Forecast

        12.1. Market Snapshot

        12.2. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            12.2.1. Hardware

                12.2.1.1. Sensors

                    12.2.1.1.1. Photoelectric Sensors

                    12.2.1.1.2. Fiber Optic Sensors

                    12.2.1.1.3. Positioning Sensors

                    12.2.1.1.4. Vision Sensors

                    12.2.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                12.2.1.2. Cameras

                    12.2.1.2.1. Area Scan Cameras

                    12.2.1.2.2. Line Scan Cameras

                    12.2.1.2.3. 3D Cameras

                12.2.1.3. Machine Control Systems

                    12.2.1.3.1. PLC

                    12.2.1.3.2. HMI

                    12.2.1.3.3. Power Supply Units

                    12.2.1.3.4. Control Units

                    12.2.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                12.2.1.4. Barcode Readers

                12.2.1.5. Data Loggers

            12.2.2. Software

                12.2.2.1. RPA

                12.2.2.2. SCADA

            12.2.3. Services

        12.3. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            12.3.1. Defect Discovery

            12.3.2. Line Monitoring

            12.3.3. Process Monitoring

            12.3.4. Equipment Monitoring

            12.3.5. Yield Monitoring

            12.3.6. Quality Control

            12.3.7. Process Control

            12.3.8. Others (Label Validation, Fabrication Inspection, etc.)

        12.4. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            12.4.1. Semiconductor IDM & Foundry

            12.4.2. Pharma & Medical

            12.4.3. Industrial Manufacturing

            12.4.4. Energy

            12.4.5. Oil & Gas

            12.4.6. Chemical

            12.4.7. Research & Academia

            12.4.8. Others (Metal & Machinery, Food & Beverage, etc.)

        12.5. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Country and Sub-region, 2020-2034

            12.5.1. GCC

            12.5.2. South Africa

            12.5.3. Rest of Middle East & Africa

        12.6. Market Attractiveness Analysis

            12.6.1. By Offering

            12.6.2. By Application

            12.6.3. By End-use Industry

            12.6.4. By Country/Sub-region

    13. South America Fault Detection and Classification (FDC) Market Analysis and Forecast

        13.1. Market Snapshot

        13.2. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Offering, 2020-2034

            13.2.1. Hardware

                13.2.1.1. Sensors

                    13.2.1.1.1. Photoelectric Sensors

                    13.2.1.1.2. Fiber Optic Sensors

                    13.2.1.1.3. Positioning Sensors

                    13.2.1.1.4. Vision Sensors

                    13.2.1.1.5. Others (Proximity Sensors, Laser Sensors, etc.)

                13.2.1.2. Cameras

                    13.2.1.2.1. Area Scan Cameras

                    13.2.1.2.2. Line Scan Cameras

                    13.2.1.2.3. 3D Cameras

                13.2.1.3. Machine Control Systems

                    13.2.1.3.1. PLC

                    13.2.1.3.2. HMI

                    13.2.1.3.3. Power Supply Units

                    13.2.1.3.4. Control Units

                    13.2.1.3.5. Others (RFID Systems, Industrial PC, etc.)

                13.2.1.4. Barcode Readers

                13.2.1.5. Data Loggers

            13.2.2. Software

                13.2.2.1. RPA

                13.2.2.2. SCADA

            13.2.3. Services

        13.3. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Application, 2020-2034

            13.3.1. Defect Discovery

            13.3.2. Line Monitoring

            13.3.3. Process Monitoring

            13.3.4. Equipment Monitoring

            13.3.5. Yield Monitoring

            13.3.6. Quality Control

            13.3.7. Process Control

            13.3.8. Others (Label Validation, Fabrication Inspection, etc.)

        13.4. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by End-use Industry, 2020-2034

            13.4.1. Semiconductor IDM & Foundry

            13.4.2. Pharma & Medical

            13.4.3. Industrial Manufacturing

            13.4.4. Energy

            13.4.5. Oil & Gas

            13.4.6. Chemical

            13.4.7. Research & Academia

            13.4.8. Others (Metal & Machinery, Food & Beverage, etc.)

        13.5. Fault Detection and Classification (FDC) Market Size (US$ Bn) and Volume (Thousand Units) Analysis & Forecast, by Country and Sub-region, 2020-2034

            13.5.1. Brazil

            13.5.2. Rest of South America

        13.6. Market Attractiveness Analysis

            13.6.1. By Offering

            13.6.2. By Application

            13.6.3. By End-use Industry

            13.6.4. By Country/Sub-region

    14. Competition Assessment

        14.1. Global Fault Detection and Classification (FDC) Market Competition Matrix - a Dashboard View

            14.1.1. Global Fault Detection and Classification (FDC) Market Company Share Analysis, by Value

            14.1.2. Technological Differentiator

        14.2. Company Profiles (Details - Company Overview, Sales Area/Geographical Presence, Revenue, Strategy & Business Overview)

            14.2.1. ADVANTEST CORPORATION

                14.2.1.1. Company Overview

                14.2.1.2. Sales Area/Geographical Presence

                14.2.1.3. Revenue

                14.2.1.4. Strategy & Business Overview

            14.2.2. Amazon Web Services, Inc.

                14.2.2.1. Company Overview

                14.2.2.2. Sales Area/Geographical Presence

                14.2.2.3. Revenue

                14.2.2.4. Strategy & Business Overview

            14.2.3. Clockworks Analytics

                14.2.3.1. Company Overview

                14.2.3.2. Sales Area/Geographical Presence

                14.2.3.3. Revenue

                14.2.3.4. Strategy & Business Overview

            14.2.4. Cognex Corporation

                14.2.4.1. Company Overview

                14.2.4.2. Sales Area/Geographical Presence

                14.2.4.3. Revenue

                14.2.4.4. Strategy & Business Overview

            14.2.5. einnoSys Technologies Inc.

                14.2.5.1. Company Overview

                14.2.5.2. Sales Area/Geographical Presence

                14.2.5.3. Revenue

                14.2.5.4. Strategy & Business Overview

            14.2.6. elunic AG

                14.2.6.1. Company Overview

                14.2.6.2. Sales Area/Geographical Presence

                14.2.6.3. Revenue

                14.2.6.4. Strategy & Business Overview

            14.2.7. INFICON Holding AG

                14.2.7.1. Company Overview

                14.2.7.2. Sales Area/Geographical Presence

                14.2.7.3. Revenue

                14.2.7.4. Strategy & Business Overview

            14.2.8. Keyence Corporation

                14.2.8.1. Company Overview

                14.2.8.2. Sales Area/Geographical Presence

                14.2.8.3. Revenue

                14.2.8.4. Strategy & Business Overview

            14.2.9. KLA Corporation

                14.2.9.1. Company Overview

                14.2.9.2. Sales Area/Geographical Presence

                14.2.9.3. Revenue

                14.2.9.4. Strategy & Business Overview

            14.2.10. LayTec AG

                14.2.10.1. Company Overview

                14.2.10.2. Sales Area/Geographical Presence

                14.2.10.3. Revenue

                14.2.10.4. Strategy & Business Overview

            14.2.11. Microsoft Corporation

                14.2.11.1. Company Overview

                14.2.11.2. Sales Area/Geographical Presence

                14.2.11.3. Revenue

                14.2.11.4. Strategy & Business Overview

            14.2.12. OMRON Corporation

                14.2.12.1. Company Overview

                14.2.12.2. Sales Area/Geographical Presence

                14.2.12.3. Revenue

                14.2.12.4. Strategy & Business Overview

            14.2.13. Siemens

                14.2.13.1. Company Overview

                14.2.13.2. Sales Area/Geographical Presence

                14.2.13.3. Revenue

                14.2.13.4. Strategy & Business Overview

            14.2.14. Synopsys, Inc.

                14.2.14.1. Company Overview

                14.2.14.2. Sales Area/Geographical Presence

                14.2.14.3. Revenue

                14.2.14.4. Strategy & Business Overview

            14.2.15. Teledyne Technologies

                14.2.15.1. Company Overview

                14.2.15.2. Sales Area/Geographical Presence

                14.2.15.3. Revenue

                14.2.15.4. Strategy & Business Overview

            14.2.16. Teradyne Inc.

                14.2.16.1. Company Overview

                14.2.16.2. Sales Area/Geographical Presence

                14.2.16.3. Revenue

                14.2.16.4. Strategy & Business Overview

            14.2.17. Tokyo Electron Limited

                14.2.17.1. Company Overview

                14.2.17.2. Sales Area/Geographical Presence

                14.2.17.3. Revenue

                14.2.17.4. Strategy & Business Overview

    15. Go to Market Strategy

        15.1. Identification of Potential Market Spaces

        15.2. Preferred Sales & Marketing Strategy

    List of Tables

    Table 1: Global Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 2: Global Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 3: Global Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 4: Global Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 5: Global Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Region, 2020-2034

    Table 6: Global Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Region, 2020-2034

    Table 7: North America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 8: North America Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 9: North America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 10: North America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 11: North America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Country, 2020-2034

    Table 12: North America Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Country, 2020-2034

    Table 13: Europe Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 14: Europe Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 15: Europe Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 16: Europe Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 17: Europe Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Country and Sub-region, 2020-2034

    Table 18: Europe Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Country and Sub-region, 2020-2034

    Table 19: Asia Pacific Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 20: Asia Pacific Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 21: Asia Pacific Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 22: Asia Pacific Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 23: Asia Pacific Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Country and Sub-region, 2020-2034

    Table 24: Asia Pacific Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Country and Sub-region, 2020-2034

    Table 25: Middle East & Africa Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 26: Middle East & Africa Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 27: Middle East & Africa Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 28: Middle East & Africa Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 29: Middle East & Africa Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Country and Sub-region, 2020-2034

    Table 30: Middle East & Africa Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Country and Sub-region, 2020-2034

    Table 31: South America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Offering, 2020-2034

    Table 32: South America Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Offering, 2020-2034

    Table 33: South America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Application, 2020-2034

    Table 34: South America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by End-use Industry, 2020-2034

    Table 35: South America Fault Detection and Classification (FDC) Market Value (US$ Bn) & Forecast, by Country and Sub-region, 2020-2034

    Table 36: South America Fault Detection and Classification (FDC) Market Volume (Thousand Units) & Forecast, by Country and Sub-region, 2020-2034

    List of Figures

    Figure 01: Supply Chain Analysis - Global Fault Detection and Classification (FDC) Market

    Figure 02: Porter Five Forces Analysis - Global Fault Detection and Classification (FDC) Market

    Figure 03: Technology Road Map - Global Fault Detection and Classification (FDC) Market

    Figure 04: Global Fault Detection and Classification (FDC) Market, Value (US$ Bn), 2020-2034

    Figure 05: Global Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 06: Global Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 07: Global Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 08: Global Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 09: Global Fault Detection and Classification (FDC) Market Projections, by Application, Value (US$ Bn), 2020-2034

    Figure 10: Global Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 11: Global Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 12: Global Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 13: Global Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 14: Global Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 15: Global Fault Detection and Classification (FDC) Market Projections, by Region, Value (US$ Bn), 2020-2034

    Figure 16: Global Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Region, 2024-2034

    Figure 17: Global Fault Detection and Classification (FDC) Market Share Analysis, by Region, 2023 and 2034

    Figure 18: North America Fault Detection and Classification (FDC) Market Size & Forecast, Value (US$ Bn), 2020-2034

    Figure 19: North America Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 20: North America Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 21: North America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 22: North America Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 23: North America Fault Detection and Classification (FDC) Market Projections, by Application (US$ Bn), 2020-2034

    Figure 24: North America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 25: North America Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 26: North America Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 27: North America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 28: North America Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 29: North America Fault Detection and Classification (FDC) Market Projections, by Country, Value (US$ Bn), 2020-2034

    Figure 30: North America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Country, 2024-2034

    Figure 31: North America Fault Detection and Classification (FDC) Market Share Analysis, by Country, 2023 and 2034

    Figure 32: Europe Fault Detection and Classification (FDC) Market Size & Forecast, Value (US$ Bn), 2020-2034

    Figure 33: Europe Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 34: Europe Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 35: Europe Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 36: Europe Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 37: Europe Fault Detection and Classification (FDC) Market Projections, by Application, Value (US$ Bn), 2020-2034

    Figure 38: Europe Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 39: Europe Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 40: Europe Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 41: Europe Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 42: Europe Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 43: Europe Fault Detection and Classification (FDC) Market Projections, by Country and Sub-region, Value (US$ Bn), 2020-2034

    Figure 44: Europe Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Country and Sub-region, 2024-2034

    Figure 45: Europe Fault Detection and Classification (FDC) Market Share Analysis, by Country and Sub-region, 2023 and 2034

    Figure 46: Asia Pacific Fault Detection and Classification (FDC) Market Size & Forecast, Value (US$ Bn), 2020-2034

    Figure 47: Asia Pacific Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 48: Asia Pacific Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 49: Asia Pacific Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 50: Asia Pacific Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 51: Asia Pacific Fault Detection and Classification (FDC) Market Projections, by Application, Value (US$ Bn), 2020-2034

    Figure 52: Asia Pacific Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 53: Asia Pacific Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 54: Asia Pacific Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 55: Asia Pacific Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 56: Asia Pacific Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 57: Asia Pacific Fault Detection and Classification (FDC) Market Projections, by Country and Sub-region, Value (US$ Bn), 2020-2034

    Figure 58: Asia Pacific Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Country and Sub-region, 2024-2034

    Figure 59: Asia Pacific Fault Detection and Classification (FDC) Market Share Analysis, by Country and Sub-region, 2023 and 2034

    Figure 60: Middle East & Africa Fault Detection and Classification (FDC) Market Size & Forecast, Value (US$ Bn), 2020-2034

    Figure 61: Middle East & Africa Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 62: Middle East & Africa Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 63: Middle East & Africa Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 64: Middle East & Africa Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 65: Middle East & Africa Fault Detection and Classification (FDC) Market Projections, by Application, Value (US$ Bn), 2020-2034

    Figure 66: Middle East & Africa Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 67: Middle East & Africa Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 68: Middle East & Africa Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 69: Middle East & Africa Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 70: Middle East & Africa Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 71: Middle East & Africa Fault Detection and Classification (FDC) Market Projections, by Country and Sub-region, Value (US$ Bn), 2020-2034

    Figure 72: Middle East & Africa Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Country and Sub-region, 2024-2034

    Figure 73: Middle East & Africa Fault Detection and Classification (FDC) Market Share Analysis, by Country and Sub-region, 2023 and 2034

    Figure 74: South America Fault Detection and Classification (FDC) Market Size & Forecast, Value (US$ Bn), 2020-2034

    Figure 75: South America Fault Detection and Classification (FDC) Market Size & Forecast, Y-O-Y, Value (US$ Bn), 2020-2034

    Figure 76: South America Fault Detection and Classification (FDC) Market Projections, by Offering, Value (US$ Bn), 2020-2034

    Figure 77: South America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Offering, 2024-2034

    Figure 78: South America Fault Detection and Classification (FDC) Market Share Analysis, by Offering, 2023 and 2034

    Figure 79: South America Fault Detection and Classification (FDC) Market Projections, by Application, Value (US$ Bn), 2020-2034

    Figure 80: South America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Application, 2024-2034

    Figure 81: South America Fault Detection and Classification (FDC) Market Share Analysis, by Application, 2023 and 2034

    Figure 82: South America Fault Detection and Classification (FDC) Market Projections, by End-use Industry, Value (US$ Bn), 2020-2034

    Figure 83: South America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by End-use Industry, 2024-2034

    Figure 84: South America Fault Detection and Classification (FDC) Market Share Analysis, by End-use Industry, 2023 and 2034

    Figure 85: South America Fault Detection and Classification (FDC) Market Projections, by Country and Sub-region, Value (US$ Bn), 2020-2034

    Figure 86: South America Fault Detection and Classification (FDC) Market, Incremental Opportunity, by Country and Sub-region, 2024-2034

    Figure 87: South America Fault Detection and Classification (FDC) Market Share Analysis, by Country and Sub-region, 2023 and 2034

    Figure 88: Global Fault Detection and Classification (FDC) Market Competition

    Figure 89: Global Fault Detection and Classification (FDC) Market Company Share Analysis

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