Systems widely used to detect and predict abnormalities, anomalies, or errors occurring during an operation to control the error percentage are called fault detection and classification (FDC) systems. The growing focus on reducing faults in any operation and elevating the overall efficiency of processes is expected to govern the growing demand for such systems.
Wilmington, Delaware, United States, Transparency Market Research, Inc., July 29, 2024 (GLOBE NEWSWIRE) — With moderate development occurring at a CAGR of 5% through 2034, the global fault detection and classification market (Markt für Fehlererkennung und -klassifizierung ) is likely to reach USD 10.8 billion at the end of 2034. The last recorded size of the sector was USD 6.2 billion in 2023. Owing to this advancement, better growth prospects are created for key players in the sector.
Owing to technological development, leading manufacturers in the industry are emphasizing the reduction of the size of electronic instruments. Pertaining to the rising demand for miniaturization, the scope to fabricate small components is expected to increase.
This rising demand raises the importance of fault detection systems to curb error percentage in integrated circuits. Early detection of faults fuels the efficiency of devices, driving the demand for such systems. The emergence of machine learning is expected to augment the size of the said ecosystem. Anomalies in semiconductor production can be detected easily with the use of FDC. This leverages the use of such systems in the semiconductor and electronics industry.
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Wafer fabrication is expected to gain more demand through the forecast period. Manufacturers are emphasizing wafer-level high performance of FDC systems in high-volume semiconductor fabrication. The quality of wafer dicing processes can be governed by the dicer saw due to strong cutting caused during die cutting. To cater to better quality, the use of FDC systems is expected to gain more attention.
Pertaining to the elevated product quality, tool-based FDC systems have been used. With the growing attention to improving the quality the significance of such systems is observed to increase. Technological advancements are expected to act as another vital driving force, which might uphold sales of fault detection and classification systems in the competitive space.
Key Findings from the Market Report
- With key differentiating factors, the fault detection and classification market is segmented into various categories. The offering segment of the sector is governed by sensors of the hardware category. Due to the ability of sensors to detect abnormalities in different key parameters, the use of such components is gaining importance.
- With the growing emphasis on machine learning, the software category of the offering segment is expected to generate better revenue.
- Based on the application segment, defect discovery is the category, which is expected to gain traction pertaining to the timely detection of faults.
- Owing to the miniaturization, the semiconductor industry, which is a key end-user industry segment category, is likely to generate more revenue for the market.
Regional Profile
- With the rising emphasis on research and development in Europe, prospects for key players in the competitive landscape are likely to increase. Organizations in the sector can grow through innovative products in the region, contributing to industry growth.
- The growth of the electronics and semiconductor sector in Asia-Pacific is set to drive the growth of the competitive space in the region, creating opportunities for leading players in the industry.
- Technological infrastructure in North America is likely to augment the size of the industry. Owing to better infrastructural availability, cutting-edge solutions can be designed and offered to consumers.
Competitive Landscape
- With key expansion strategies like acquisitions, collaborations, partnerships, or mergers, leading players expand in the fault detection and classification market. New entrants might face a hindrance to entry due to large-scale firms.
- ADVANTEST CORPORATION is a key player in the ecosystem, which offers a wide range of solutions, including component test systems, automated test equipment, scientific equipment, and medical systems.
- Amazon Web Services, Inc. is another important organization in the sector that offers diversified products. The firm operates in verticals like computing, storage devices, machine learning, and many more.
- Cognex Corporation produces solutions and offers services for material handling, automated assembly, packaging inspection, and many more.
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Key Players
- 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
Key Developments in the Fault Detection and Classification Market
- In June 2024, ADVANTEST CORPORATION unveiled a new nanoSCOUTER, a particle measuring equipment. The high-precision instrument is capable of delivering better outcomes in terms of precise measurements of nanopores.
- In July 2024, Amazon Web Services, Inc. introduced GenAI Lofts. The said product launch aims to help startups and developers in terms of offering a global tour to cater to AI innovation.
Market Segmentation
By Offering
- Hardware
- Sensors
- Photoelectric Sensors
- Fiber Optic Sensors
- Positioning Sensors
- Vision Sensors
- Others (Proximity Sensors, Laser Sensors, etc.)
- Cameras
- 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.)
By Region
- North America
- Europe
- Asia Pacific
- Middle East & Africa
- South America
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